The present disclosure pertains to method and systems for improving performance of a building.
Building performance relates to how well a building meets certain building performance objectives of a building. These objectives can include, for example, building sustainability objectives, building productivity objectives and healthy building objectives. Building sustainability may related to how well the building meets certain building sustainability criteria such as energy efficiency, water usage efficiency, CO2 emissions, indoor environmental quality, and efficient operation and maintenance practices of the building. Building productivity may relate to how well the building creates a productive environment for the building occupants. Building productivity can be influenced by, for example, temperature, humidity, ventilation, CO levels, air flow, lighting, noise and/or other factors in the building. Healthy building objectives may relate to how well the building creates a healthy environment for the building occupants. Creating a healthy environment for the building occupants can be influenced by temperature, humidity, ventilation rates, filtering, UVC sanitization, cleaning schedules, contactless security checkpoints, occupant behavior such as monitoring and maintaining social distancing, mask compliance, identifying coughing, sneezing, and elevated skin temperature, etc. It is noted that building sustainability, building productivity and healthy building objectives can be competing against one another. For example, elevating the temperature and humidity in a building may increase occupant productivity, but may reduce energy efficiency. In another example, reducing outside air ventilation may increase energy efficiency, but may reduce occupant productivity and occupant health.
In many cases, the facility manager does not or is not able to track the overall performance of their building. In some cases, a particular building may not have the equipment necessary for monitoring and/or improving one or more building performance objectives, and/or the facilities manager may not have the expertise to identify and manage the often complex interrelated and competing nature of various building performance factors. A need remains for ways to determine a building's current performance as well as provide recommendations on how to improve the building's performance.
The present disclosure pertains to method and systems for improving performance of a building. The present disclosure can be used to determine a building's current performance, including determining a current building sustainability performance, current building productivity performance, a healthy building performance and/or any other performance objective and/or criteria, as well as provide recommendations on how to improve the building's current performance. While healthy building performance is used as a detailed example below, it is contemplated that building sustainability performance, building productivity performance and/or other building performance objectives and/or criteria may be used in a similar manner. It is also contemplated that the recommendations on how to improve a building's current performance may take into account the often complex interrelated and competing nature of various building performance factors, sometimes with input from a facility manager as to the particular needs of the particular building. This may be accomplished by, for example, computing and presenting a building sustainability score, a building productivity score and a healthy building score. In some cases, the facility manager may indicate that building sustainability (e.g. energy usage) should be prioritized over building productivity and healthy building objectives, and thus may be willing to accept a lower building productivity score and a lower healthy building score to achieve a high building sustainability score. In other cases, the facility manager may indicate that healthy building objectives should be prioritized over building sustainability and building productivity during a pandemic, and thus may be willing to accept a lower building sustainability score and a lower building productivity score to achieve a high healthy building score. In some cases, this tradeoff may be time dependent. For example, the facility manager may priorities building sustainability (e.g. energy usage) during unoccupied time periods and building productivity and/or healthy building objectives during occupied time periods. These are just examples.
In one example, a kit may be used for ascertaining a current healthy building performance of a building and determining recommendations for improving the healthy building performance of the building. The healthy building performance may be based upon a plurality of healthy building criteria each defining a desired range for a corresponding healthy building parameter. The illustrative kit includes a plurality of hand-held sensors that are each configured to provide a current value of one or more of the healthy building parameters. The kit also includes a portable device that includes a user interface, a memory and a processor operably coupled to the user interface and to the memory. The processor is configured to generate one or more screens displayable on the user interface that solicit a user to enter information pertaining to healthy building equipment that is currently in use within the building and to generate one or more screens displayable on the user interface instructing the user to employ one or more of the plurality of hand-held sensors to measure a current value of one or more of the healthy building parameters. The portable device is configured to capture and store in the memory the measured current values of the one or more of the healthy building parameters that were measured using the one or more of the plurality of hand-held sensors. The portable device is configured to determine a healthy building score and one or more recommendations for improving the healthy building score of the building based at least in part on the entered information pertaining to currently installed healthy building equipment, the captured measured current values for each of the one or more of the healthy building parameters that were measured using the one or more of the plurality of hand-held sensors, and the plurality of healthy building criteria. The portable device is configured to output the healthy building score and the one or more recommendations for improving the healthy building score of the building via the user interface.
In another example, a system may be used for ascertaining a current healthy building performance of a building and making recommendations for improving the healthy building performance of the building. The healthy building performance may be based upon a plurality of healthy building criteria each defining a desired range for a corresponding healthy building parameter, the building including a plurality of zones. The illustrative system includes a plurality of hand-held sensors that are each configured to provide a measure of a current value for one of the plurality of healthy building criteria. The system also includes a portable device that includes a user interface, a memory and a processor operably coupled to the user interface and to the memory. The processor is configured to generate one or more screens displayable on the user interface in order to solicit a user to enter information pertaining to healthy building equipment that is currently in use within the building and to generate one or more screens displayable on the user interface instructing the user to employ one or more of the plurality of hand-held sensors to measure a current value of one or more of the healthy building parameters within each zone of the plurality of zones of the building. The processor is configured to capture and store in the memory the measured current values of the one or more of the healthy building parameters that were measured for each of the plurality of zones using the one or more of the plurality of hand-held sensors. The processor is configured to determine a healthy building score for each of the plurality of zones based at least in part on the entered information pertaining to currently installed healthy building equipment, the captured measured current values for each of the one or more of the healthy building parameters that were measured for the corresponding one of the plurality of zones and the plurality of healthy building criteria. The processor is configured to aggregate the healthy building score for each of the plurality of zones to determine an aggregate healthy building score for the building and to display via the user interface a dashboard that provides the aggregated healthy building score for the building.
Another example is a non-transient, computer-readable storage medium having instructions stored thereon. When the instructions are executed by one or more processors of a portable device, the one or more processors are caused to generate one or more screens displayable on a user interface of the portable device in order to solicit a user to enter information pertaining to building equipment that is currently in use within a building and to generate one or more screens displayable on the user interface instructing the user to employ one or more of a plurality of hand-held sensors to measure a current value for one or more of a plurality of building parameters. The one or more processors are caused to capture and store in a memory of the portable device the measured current values for each of the one or more of the plurality of building parameters that were measured using the one or more of the plurality of hand-held sensors. The one or more processors are caused to determine a building score and one or more recommendations for improving the building score of the building based at least in part on the entered information pertaining to currently installed building equipment, the captured measured current values for each of the one or more of the plurality of building parameters that were measured using the one or more of the plurality of hand-held sensors, and one or more building performance criteria, at least some of which define a desired range for a corresponding one of the plurality of building parameters that were measured using the one or more of the plurality of hand-held sensors. The one or more processors are caused to output the building score and the one or more recommendations for improving the building score of the building via the user interface.
The preceding summary is provided to facilitate an understanding of some of the features of the present disclosure and is not intended to be a full description. A full appreciation of the disclosure can be gained by taking the entire specification, claims, drawings, and abstract as a whole.
The disclosure may be more completely understood in consideration of the following description of various illustrative embodiments of the disclosure in connection with the accompanying drawings, in which:
While the disclosure is amenable to various modifications and alternative forms, specifics thereof have been shown by way of example in the drawings and will be described in detail. It should be understood, however, that the intention is not to limit aspects of the disclosure to the particular illustrative embodiments described. On the contrary, the intention is to cover all modifications, equivalents, and alternatives falling within the spirit and scope of the disclosure.
The following description should be read with reference to the drawings wherein like reference numerals indicate like elements. The drawings, which are not necessarily to scale, are not intended to limit the scope of the disclosure. In some of the figures, elements not believed necessary to an understanding of relationships among illustrated components may have been omitted for clarity.
All numbers are herein assumed to be modified by the term “about”, unless the content clearly dictates otherwise. The recitation of numerical ranges by endpoints includes all numbers subsumed within that range (e.g., 1 to 5 includes 1, 1.5, 2, 2.75, 3, 3.80, 4, and 5).
As used in this specification and the appended claims, the singular forms “a”, “an”, and “the” include the plural referents unless the content clearly dictates otherwise. As used in this specification and the appended claims, the term “or” is generally employed in its sense including “and/or” unless the content clearly dictates otherwise.
It is noted that references in the specification to “an embodiment”, “some embodiments”, “other embodiments”, etc., indicate that the embodiment described may include a particular feature, structure, or characteristic, but every embodiment may not necessarily include the particular feature, structure, or characteristic. Moreover, such phrases are not necessarily referring to the same embodiment. Further, when a particular feature, structure, or characteristic is described in connection with an embodiment, it is contemplated that the feature, structure, or characteristic may be applied to other embodiments whether or not explicitly described unless clearly stated to the contrary.
Building performance relates to how well a building meets certain building performance objectives of a building. These objectives can include, for example, building sustainability objectives, building productivity objectives and healthy building objectives. Building sustainability may related to how well the building meets certain building sustainability criteria such as energy efficiency, water usage efficiency, CO2 emissions, indoor environmental quality, and efficient operation and maintenance practices of the building. Building productivity may relate to how well the building creates a productive environment for the building occupants. Building productivity can be influenced by, for example, temperature, humidity, ventilation, CO levels, air flow, lighting, noise and/or other factors in the building. Healthy building objectives may relate to how well the building creates a healthy environment for the building occupants. Creating a healthy environment for the building occupants can be influenced by temperature, humidity, ventilation rates, filtering, UVC sanitization, cleaning schedules, contactless security checkpoints, occupant behavior such as monitoring and maintaining social distancing, mask compliance, identifying coughing, sneezing, and elevated skin temperature, etc. It is noted that building sustainability, building productivity and healthy building objectives can be competing against one another. For example, elevating the temperature and humidity in a building may increase occupant productivity, but may reduce energy efficiency. In another example, reducing outside air ventilation may increase energy efficiency, but may reduce occupant productivity and occupant health.
The present disclosure can be used to determine a building's current performance, including determining a current building sustainability performance, current building productivity performance, a healthy building performance and/or any other performance objective and/or criteria, as well as provide recommendations on how to improve the building's current performance. The following description uses healthy building performance as a detailed example. However, it should be understood that building sustainability performance, building productivity performance and/or other building performance objectives and/or criteria may be used in a similar manner. It is also contemplated that the recommendations on how to improve a building's current performance may take into account the often complex interrelated and competing nature of various building performance factors, sometimes with input from a facility manager as to the particular needs of the particular building. This may be accomplished by, for example, computing and presenting a building sustainability score, a building productivity score and a healthy building score. In some cases, the facility manager may indicate that building sustainability (e.g. energy usage) should be prioritized over building productivity and healthy building objectives, and thus may be willing to accept a lower building productivity score and a lower healthy building score to achieve a high building sustainability score. In other cases, the facility manager may indicate that healthy building objectives should be prioritized over building sustainability and building productivity during a pandemic, and thus may be willing to accept a lower building sustainability score and a lower building productivity score to achieve a high healthy building score. In some cases, this tradeoff may be time dependent. For example, the facility manager may priorities building sustainability (e.g. energy usage) during unoccupied time periods and building productivity and/or healthy building objectives during occupied time periods. These are just examples.
Facilities often include building automation systems (e.g., heating, ventilation, and air conditioning (HVAC) systems, surveillance systems, security systems, energy management systems, etc.). Various organizations worldwide (e.g., government organizations, educational organizations, etc.) have provided guidelines on how to operate building automation system to reduce risk of disease transmissions within facilities. Similarly, various organizations worldwide have provided guidelines on how occupants of a facility and monitoring occupancy can reduced risk of disease transmission. Other guidelines relating to facilities and transmission of infectious disease are contemplated and may be adapted and used, depending on the facility. In some cases, a facility may meet one or more healthy building guidelines, but may be lacking with respect to other healthy building guidelines. Facility managers may, for example, wish to find out how to improve their facility's performance with respect to the healthy building guidelines. In some cases, facility managers may, for example, wish to find out how to improve their facility's performance with respect to the building sustainability performance and/or building productivity performance. In some cases, a kit may be used to help the facility manager learn their building's current building performance as well as learning ways that they can improve their building's building performance. This may include adding additional equipment, for example, or changing how they are utilizing building equipment they already have.
For example, a Heating, Ventilating and Air Conditioning (HVAC) system within a building may employ a number of temperature sensors and/or humidity sensors that are disposed about the building and that are configured to provide periodic or even continuous signals reporting measured temperatures and/or measured relative humidity values throughout the building. The hand-held sensors 12 may be distinct from these sensors, and may be configured to be able to be used by a person walking around in a building and using the hand-held sensors 12 to take readings of any of a variety of different healthy building parameters throughout the building. The hand-held sensors 12 may be considered as providing a check against the accuracy of any sensors already present and operational within a building and thus may be useful in detecting installed sensors that are not working correctly, or are in need of calibration. The hand-held sensors 12 can be used to measure a variety of healthy building parameters at various points around a building, even in cases where the building itself does not already have sensors that can measure the corresponding healthy building parameters in question.
In the example shown, the hand-held sensors 12 are configured to work in combination with a portable device 14. In some instances, the portable device 14 may be a tablet or a smart phone. In some cases, the portable device 14 may be a purpose-built device. The portable device 14 includes a user interface 16, a memory 18 and a processor 20 that is operably coupled to the user interface 16 and to the memory 18. The processor 20 may be configured to display any of a variety of different screens on the user interface 16. These screens may provide instructions to a user to enter a variety of different information, for example. The user may be instructed to enter healthy building parameter values detected by one or more of the hand-held sensors 12. In some cases, the user may be instructed to facilitate wireless communication between the hand-held sensors 12 and the portable device 14 so that the portable device 14 can capture the healthy building parameter values obtained by the hand-held sensors 12 directly from the hand-held sensors 12. The user may be instructed to answer a variety of questions pertaining to the equipment currently in operation within the building, for example. The screens may be used to output a current healthy building score in combination with one or more recommendations on how to improve the healthy building score for that building.
The processor 20 may be configured to carry out a variety of different steps.
In some cases, and as indicated at block 30, the processor 20 may be configured to determine a healthy building score and one or more recommendations for improving the healthy building score of the building. This may be based at least in part on the entered information pertaining to currently installed healthy building equipment, as indicated at block 30a, the captured measured current values for each of the one or more of the healthy building parameters that were measured using the one or more of the plurality of hand-held sensors 12, as indicated at block 30b, and the plurality of healthy building criteria, as indicated at block 30c. The information pertaining to healthy building equipment that is currently in use within the building may include whether the building currently has one or more of a humidity sensor, a humidifier and/or a dehumidifier. The information pertaining to healthy building equipment that is currently in use within the building may include whether the building currently has one or more of an Indoor Air Quality (IAQ) sensor, fresh air ventilation capability, and air filtration capability. The processor 20 may be configured to output the healthy building score and the one or more recommendations for improving the healthy building score of the building via the user interface, as indicated at block 32.
In some cases, the processor 20 may be configured to perform the capturing step (block 28) and the determining step (block 30) for each zone of a plurality of zones within a building. The processor 20 may be configured to determine a healthy building score that represents a compilation of a healthy building score for each zone of the plurality of zones. In some cases, the processor 20 may be configured to determine the one or more recommendations for improving the healthy building score by aggregating recommendations for improving the healthy building score for each zone of the plurality of zones.
In some cases, and as indicated at block 44, the processor 20 may be configured to determine a healthy building score and one or more recommendations for improving the healthy building score of the building. This may be based at least in part on the entered information pertaining to currently installed healthy building equipment, the captured measured current values for each of the one or more of the healthy building parameters that were measured using the one or more of the plurality of hand-held sensors, and the plurality of healthy building criteria. The information pertaining to healthy building equipment that is currently in use within the building may include whether the building currently has one or more of a humidity sensor, a humidifier and/or a dehumidifier. The information pertaining to healthy building equipment that is currently in use within the building may include whether the building currently has one or more of an Indoor Air Quality (IAQ) sensor, fresh air ventilation capability, and air filtration capability. The processor 20 may be configured to output the healthy building score and the one or more recommendations for improving the healthy building score of the building via the user interface 16, as indicated at block 46.
In some cases, and as indicated at block 60, the processor 20 may be configured to determine a healthy building score and one or more recommendations for improving the healthy building score of the building. This may be based at least in part on the entered information pertaining to currently installed healthy building equipment, the captured measured current values for each of the one or more of the healthy building parameters that were measured using the one or more of the plurality of hand-held sensors, and the plurality of healthy building criteria. The information pertaining to healthy building equipment that is currently in use within the building may include whether the building currently has one or more of a humidity sensor, a humidifier and/or a dehumidifier. The information pertaining to healthy building equipment that is currently in use within the building may include whether the building currently has one or more of an Indoor Air Quality (IAQ) sensor, fresh air ventilation capability, and air filtration capability. The processor 20 may be configured to output the healthy building score and the one or more recommendations for improving the healthy building score of the building via the user interface 16, as indicated at block 62.
The processor 20 may be configured to display one or more screens on the user interface 16 soliciting the user to enter information pertaining to an estimate of a current outside air ventilation rate for the building, as indicated at block 70. The processor 20 may be configured to display one or more screens on the user interface 16 soliciting the user to enter information regarding occupancy levels, as indicated at block 72. The processor 20 may be configured to display one or more screens on the user interface 16 soliciting the user to enter information regarding compliance with a mask standard, as indicated at block 74. The processor 20 may be configured to display one or more screens on the user interface 16 soliciting the user to enter information regarding compliance with a body temperature standard, as indicated at block 76. It will be appreciated that in some cases, there may not be a suitable hand-held sensor 12 that is configured to ascertain an air ventilation rate and/or ascertain occupancy levels and/or ascertain compliance with mask standards and/or ascertain compliance with body temperature standards, for example.
In some cases, and as indicated at block 78, the processor 20 may be configured to determine a healthy building score and one or more recommendations for improving the healthy building score of the building. This may be based at least in part on the entered information pertaining to currently installed healthy building equipment, the captured measured current values for each of the one or more of the healthy building parameters that were measured using the one or more of the plurality of hand-held sensors, and the plurality of healthy building criteria. The information pertaining to healthy building equipment that is currently in use within the building may include whether the building currently has one or more of a humidity sensor, a humidifier and/or a dehumidifier. The information pertaining to healthy building equipment that is currently in use within the building may include whether the building currently has one or more of an Indoor Air Quality (IAQ) sensor, fresh air ventilation capability, and air filtration capability. The processor 20 may be configured to output the healthy building score and the one or more recommendations for improving the healthy building score of the building via the user interface 16, as indicated at block 80.
The system 82 includes a number of hand-held sensors 84, individually labeled as 84a, 84b, 84c. The hand-held sensors 84 may be considered as being equivalent to the hand-held sensors 12. Each hand-held sensor 84 may be configured to detect a single healthy building parameter. In some cases, one of the hand-held sensors 84 may be configured to detect two, three or more distinct healthy building parameters. Healthy building parameters include but are not limited to indoor air temperature, outdoor air temperature, indoor relative humidity, outdoor relative humidity, particulate matter concentrations, carbon dioxide concentration (can be used as a rough indicator of relative occupancy, since humans exhale carbon dioxide), and volatile organic compound concentration. Each of the hand-held sensors 84 may, for example, represent one or more of a humidity sensor, a temperature sensor, a particulate matter sensor, a carbon dioxide sensor or a volatile organic compound sensor. These are just examples, and other types of sensors are also contemplated. The hand-held sensors 84 are distinct from any sensors a particular building may already have.
For example, a Heating, Ventilating and Air Conditioning (HVAC) system within a building may employ a number of temperature sensors and/or humidity sensors that are disposed about the building and that are configured to provide periodic or even continuous signals reporting measured temperatures and/or measured relative humidity values throughout the building. The hand-held sensors 84 are distinct from these sensors, and are configured to be able to be used by a person walking around in a building and using the hand-held sensors 84 to take readings of any of a variety of different healthy building parameters throughout the building. The hand-held sensors 84 may be considered as providing a check against the accuracy of any sensors already present and operational within a building and thus may be useful in detecting installed sensors that are not working correctly, or are in need of calibration. The hand-held sensors 84 can be used to measure a variety of healthy building parameters at various points around a building, even in cases where the building itself does not already have sensors that can measure the healthy building parameters in question.
The hand-held sensors 84 are configured to work in combination with a portable device 86. The portable device 86 may be considered as being similar to the portable device 14. In some instances, the portable device 86 may be a tablet or a smart phone. In some cases, the portable device 86 may be a purpose-built device. The portable device 86 includes a user interface 88 with a dashboard 90, a memory 92 and a processor 94 that is operably coupled to the user interface 88 and to the memory 92. The processor 94 may be configured to display any of a variety of different screens on the user interface 88. These screens may provide instructions to a user to enter a variety of different information, for example. The user may be instructed to enter healthy building parameter values detected by one or more of the hand-held sensors 84. The user may be instructed to facilitate wireless communication between the hand-held sensors 84 and the portable device 86 so that the portable device 86 can capture the healthy building parameter values obtained by the hand-held sensors 84 directly from the hand-held sensors 84. The user may be instructed to answer a variety of questions pertaining to the equipment currently in operation within the building, for example. The screens may be used to output a current healthy building score in combination with one or more recommendations on how to improve the healthy building score for that building.
The processor 94 may be configured to carry out a variety of different steps.
The processor 94 may be configured to capture and store in the memory 92 the measured current values of the one or more of the healthy building parameters that were measured for each of the plurality of zones using the one or more of the plurality of hand-held sensors 84, as indicated at block 100. The processor 94 may be configured to determine a healthy building score for each of the plurality of zones, as indicated at block 102. The healthy building score for each of the plurality of zones may be based at least in part on the entered information pertaining to currently installed healthy building equipment, as indicated at block 102a, the captured measured current values for each of the one or more of the healthy building parameters that were measured for the corresponding one of the plurality of zones, as indicated at block 102b, and the plurality of healthy building criteria, as indicated at block 102c.
The processor 94 may be configured to aggregate the healthy building score for each of the plurality of zones to determine an aggregate healthy building score for the building, as indicated at block 104. The processor 94 may be configured to display via the user interface 88 a dashboard (such as the dashboard 90) that provides the aggregated healthy building score for the building. In some cases, the processor 94 may be configured to also display each of the individual healthy building scores for each of the zones. This may aid a user in determining, for example, if the overall healthy building score is skewed by a particular zone that is either substantially underperforming relative to the other zones or is substantially overperforming relative to the other zones.
The building score and the one or more recommendations may be based at least in part on the entered information pertaining to currently installed building equipment, as indicated at block 116a, the captured measured current values for each of the one or more of the plurality of building parameters that were measured using the one or more of the plurality of hand-held sensors, as indicated at block 116b and one or more building performance criteria, at least some of which define a desired range for a corresponding one of the plurality of building parameters that were measured using the one or more of the plurality of hand-held sensors, as indicated at block 116c. The building score and the one or more recommendations for improving the building score of the building may be outputted via the user interface.
In some cases, the building score and one or more recommendations may include a healthy building score and one or more one or more recommendations for improving the healthy building score of the building. The building score and one or more recommendations may include a building productivity score and one or more one or more recommendations for improving the building productivity score of the building. In some cases, the building score and one or more recommendations may include a building sustainability score and one or more one or more recommendations for improving the building sustainability score of the building.
A Points column 126 lists out the possible points that can be awarded for each of the categories. A Readings column 128 provides current values for each of the healthy building parameters. A Score column 130 provides an actual score for each of the healthy building parameters. The actual score may be calculated by multiplying the current value as listed in the Readings column 128 or a numerical representation thereof by the possible score as listed in the Points column 126. The numerical representation may be the number “1” if the value provided in the Reading column 128 is a “yes” and may be the number 0” if the value provided in the Reading column 128 is a “no”. The numerical representation may be the number “1” if the current value is within a desired range for that particular healthy building parameter, and may be the number “0” if the current value is not within the desired range for that particular healthy building parameter. In some cases, the numerical representation may be the number “1” if the current value is within a desired range for that particular healthy building parameter, and may be the number “0.5”, or another number less than 1 and greater than 0, if the current value is outside the desired range but is within an acceptable range for that particular healthy building parameter.
A Pillar Score column 132 provides a total score for each of the pillars. A Pillar Rating column 134 provides another representation of the total score for each of the pillars. For example, the total pillar score for the Air Quality pillar is 40/40, as seen in the Pillar Score column 132, or a total of 5 stars, as seen in the Pillar Rating column 134. It will be appreciated that each of the columns 126, 128, 130, 132, 134 may be repeated within a spreadsheet for zone of a plurality of zones, if the building has more than one zone. For simplicity,
The Pillar column 122 references an Air Quality section 136, a Ventilation section 138, a Safety & Security section 140 and a Space Treatment section 142. Looking at the Air Quality section 136, for example, it can be seen that this particular facility, at the time tested, got 9/9 points for monitoring relative humidity. This can mean that the facility has, at a minimum, a working relative humidity sensor. This may also mean that the facility includes the equipment necessary to actively change or control the relative humidity. Using one of the hand-held sensors 12, 84, the facility has a current relative humidity value of 50%. This is within the desired range of 40% to 60% relative humidity, so the facility is awarded 5/5 points for the current relative humidity value. While this may not indicate that the relative humidity within the facility is always within the desired range, the relative humidity within the facility, or within the portion of the facility in which the relative humidity was measured, is currently within the desired range.
Looking at the Ventilation section 138, it can be seen that the facility being evaluated has only scored 10 points out a possible 24 points, and has a 2 star rating. Looking at the specifics within the Measure column 124, it can be seen that the facility has been awarded 5/5 points for monitoring carbon dioxide levels and has been awarded 5/5 points for having a current carbon dioxide level, as measured using one of the hand-held sensors 12, 84, that is within the desired range. However, the facility has been awarded 0/7 points because the facility is not monitoring and/or managing a ventilation rate. Moreover, the facility has been awarded 0/7 points because the determined ventilation rate of 1 air change per hour is below the desired minimum of 2 air changes per hour.
Looking at the Safety & Security section 140, the facility being tested has scored fairly well, only losing points for not monitoring crowding incidents in which people do not pay attention to social distancing guidelines. Looking at the Space Treatment section 142, the facility being tested has scored 5/5 points for having installed an Electronic Air Cleaner (EAC) as well as a UV light such as but not limited to a UVC light. The facility gets no points for Surface UVC or for Needle Point Ionization. Altogether, the facility has an overall score of 94 points out of a possible 125 points, and has received a 4 star rating. One recommendation that could improve the healthy building score for this facility, as can be seen, would be to recommend adding the appropriate equipment to monitor and manage appropriate ventilation rates that would yield at least 2 air changes per hour.
An additional recommendation would be to install equipment that would utilize UVC to sterilize surfaces. UV light may produce light that falls within a spectrum of about 100 nanometers (nm) to about 400 nm. This UV light spectrum includes UV-A, which ranges from 315 nm to 400 nm. This UV light spectrum also includes UV-B, which ranges from 280 nm to 315 nm. UV-C, which ranges from 200 nm to 280 nm, is particularly effective for disinfecting. There is also Far-UVC, which ranges from 207 nm to 222 nm and thus is a subset of the UV-C light spectrum. Far-UVC is also particularly effective for disinfecting, and is believed to be safe for human skin and eyes. The UV light spectrum also includes VUV Far-UV, which ranges from 100 nm to 200 nm.
Another recommendation would be to install Needle Point Ionization. Needlepoint bipolar ionization is a commercially available technology that produces a stream of ions that can capture gaseous and particulate contaminants in the air, including volatile organic compounds (VOCs) and odors. Negative and positive ions are produced when electricity is applied to a tube with two electrodes, and which in turn react with water vapor and oxygen in the air to create free radicals. The free radicals can kill microorganisms and break down odors, improving indoor air quality, for example.
While a healthy building score is used in this example, a similar approach may be used to compute a building sustainability score and/or a building productivity score. This may be useful to present the often complex interrelated and competing nature of various building performance factors of a building. For example, a facility manager may indicate that building sustainability (e.g. energy usage) should be prioritized over building productivity and healthy building objectives, and thus may be willing to accept a lower building productivity score and a lower healthy building score to achieve a high building sustainability score. In other cases, the facility manager may indicate that healthy building objectives should be prioritized over building sustainability and building productivity during a pandemic, and thus may be willing to accept a lower building sustainability score and a lower building productivity score to achieve a high healthy building score. In some cases, this tradeoff may be time dependent. For example, the facility manager may priorities building sustainability (e.g. energy usage) during unoccupied time periods and building productivity and/or healthy building objectives during occupied time periods. These are just examples.
As illustrated, the user has checked the Mask and PPE check box 176a. Accordingly, the screen 170 includes a counter 178 that the user can increment or decrement in order to indicate how many devices are being used to monitor Mask and PPE compliance, a counter 180 that the user can increment or decrement in order to indicate how many incidents have been detected in a day (or other suitable time frame), and a box 182 in which the user can indicate what technology is being used to monitor Mask and PPE compliance. The screen 170 includes an Add Access Point button 184 that allows a user to enter information for an additional access point. A NEXT button 186 allows a user to move to a subsequent screen. While not shown, in some cases the screen 170 may include a CANCEL or BACK button that allows the user to move back to a previously displayed screen.
Those skilled in the art will recognize that the present disclosure may be manifested in a variety of forms other than the specific embodiments described and contemplated herein. Accordingly, departure in form and detail may be made without departing from the scope and spirit of the present disclosure as described in the appended claims.
Number | Name | Date | Kind |
---|---|---|---|
191512 | Bennett et al. | Jun 1877 | A |
4009647 | Howorth | Mar 1977 | A |
4375637 | Desjardins | Mar 1983 | A |
4918615 | Suzuki et al. | Apr 1990 | A |
4939922 | Smalley et al. | Jul 1990 | A |
5566084 | Cmar | Oct 1996 | A |
5727579 | Chardack | Mar 1998 | A |
5745126 | Jain et al. | Apr 1998 | A |
5751916 | Kon et al. | May 1998 | A |
5777598 | Gowda et al. | Jul 1998 | A |
5973662 | Singers et al. | Oct 1999 | A |
6065842 | Fink | May 2000 | A |
6139177 | Venkatraman et al. | Oct 2000 | A |
6144993 | Fukunaga et al. | Nov 2000 | A |
6157943 | Meyer | Dec 2000 | A |
6229429 | Horan | May 2001 | B1 |
6238337 | Kambhatla et al. | May 2001 | B1 |
6334211 | Kojima et al. | Dec 2001 | B1 |
6353853 | Gravlin | Mar 2002 | B1 |
6369695 | Horon | Apr 2002 | B1 |
6375038 | Daansen et al. | Apr 2002 | B1 |
6429868 | Dehner, Jr. et al. | Aug 2002 | B1 |
6473084 | Phillips et al. | Oct 2002 | B1 |
6487457 | Hull et al. | Nov 2002 | B1 |
6580950 | Johnson et al. | Jun 2003 | B1 |
6598056 | Hull et al. | Jul 2003 | B1 |
6619555 | Rosen | Sep 2003 | B2 |
6704012 | Lefave | Mar 2004 | B1 |
6720874 | Fufido et al. | Apr 2004 | B2 |
6741915 | Poth | May 2004 | B2 |
6796896 | Laiti | Sep 2004 | B2 |
6801199 | Wallman | Oct 2004 | B1 |
6816878 | Zimmers et al. | Nov 2004 | B1 |
6876951 | Skidmore et al. | Apr 2005 | B2 |
6882278 | Winings et al. | Apr 2005 | B2 |
6904385 | Budike, Jr. | Jun 2005 | B1 |
6907387 | Reardon | Jun 2005 | B1 |
6911177 | Deal | Jun 2005 | B2 |
6993403 | Dadebo et al. | Jan 2006 | B1 |
6993417 | Osann, Jr. | Jan 2006 | B2 |
7023440 | Havekost et al. | Apr 2006 | B1 |
7031880 | Seem et al. | Apr 2006 | B1 |
7062722 | Carlin et al. | Jun 2006 | B1 |
7110843 | Pagnano et al. | Sep 2006 | B2 |
7139685 | Bascle et al. | Nov 2006 | B2 |
7164972 | Imhof et al. | Jan 2007 | B2 |
7183899 | Behnke | Feb 2007 | B2 |
7200639 | Yoshida | Apr 2007 | B1 |
7222111 | Budike, Jr. | May 2007 | B1 |
7222800 | Wruck | May 2007 | B2 |
7257397 | Shamoon et al. | Aug 2007 | B2 |
7280030 | Monaco | Oct 2007 | B1 |
7292908 | Borne et al. | Nov 2007 | B2 |
7295116 | Kumar et al. | Nov 2007 | B2 |
7302313 | Sharp et al. | Nov 2007 | B2 |
7308323 | Kruk et al. | Dec 2007 | B2 |
7308388 | Beverina et al. | Dec 2007 | B2 |
7313447 | Hsiung et al. | Dec 2007 | B2 |
7346433 | Budike, Jr. | Mar 2008 | B2 |
7356548 | Culp et al. | Apr 2008 | B1 |
7379782 | Cocco | May 2008 | B1 |
7383148 | Ahmed | Jun 2008 | B2 |
7434742 | Mueller et al. | Oct 2008 | B2 |
7447333 | Masticola et al. | Nov 2008 | B1 |
7466224 | Ward et al. | Dec 2008 | B2 |
7496472 | Seem | Feb 2009 | B2 |
7512450 | Ahmed | Mar 2009 | B2 |
7516490 | Riordan et al. | Apr 2009 | B2 |
7548833 | Ahmed | Jun 2009 | B2 |
7551092 | Henry | Jun 2009 | B1 |
7557729 | Hubbard et al. | Jul 2009 | B2 |
7567844 | Thomas et al. | Jul 2009 | B2 |
7596473 | Hansen et al. | Sep 2009 | B2 |
7610910 | Ahmed | Nov 2009 | B2 |
7626507 | LaCasse | Dec 2009 | B2 |
7664574 | Imhof et al. | Feb 2010 | B2 |
7682464 | Glenn et al. | Mar 2010 | B2 |
7702421 | Sullivan et al. | Apr 2010 | B2 |
7729882 | Seem | Jun 2010 | B2 |
7755494 | Melker et al. | Jul 2010 | B2 |
7761310 | Rodgers | Jul 2010 | B2 |
7774227 | Srivastava | Aug 2010 | B2 |
7797188 | Srivastava | Sep 2010 | B2 |
7819136 | Eddy | Oct 2010 | B1 |
7822806 | Frank et al. | Oct 2010 | B2 |
7856370 | Katta et al. | Dec 2010 | B2 |
7978083 | Melker et al. | Jul 2011 | B2 |
7984384 | Chaudhri et al. | Jul 2011 | B2 |
7986323 | Kobayashi et al. | Jul 2011 | B2 |
8024666 | Thompson | Sep 2011 | B2 |
8086047 | Penke et al. | Dec 2011 | B2 |
8099178 | Mairs et al. | Jan 2012 | B2 |
8151280 | Sather et al. | Apr 2012 | B2 |
8176095 | Murray et al. | May 2012 | B2 |
8218871 | Angell et al. | Jul 2012 | B2 |
8219660 | McCoy et al. | Jul 2012 | B2 |
8271941 | Zhang et al. | Sep 2012 | B2 |
8294585 | Barnhill | Oct 2012 | B2 |
8302020 | Louch et al. | Oct 2012 | B2 |
8320634 | Deutsch | Nov 2012 | B2 |
8334422 | Gutsol et al. | Dec 2012 | B2 |
8344893 | Drammeh | Jan 2013 | B1 |
8375118 | Hao et al. | Feb 2013 | B2 |
8476590 | Stratmann et al. | Jul 2013 | B2 |
8516016 | Park et al. | Aug 2013 | B2 |
8558660 | Nix et al. | Oct 2013 | B2 |
8639527 | Rensvold et al. | Jan 2014 | B2 |
8698637 | Raichman | Apr 2014 | B2 |
8756024 | Hedley et al. | Jun 2014 | B2 |
8816860 | Ophardt et al. | Aug 2014 | B2 |
8869027 | Louch et al. | Oct 2014 | B2 |
8904497 | Hsieh | Dec 2014 | B2 |
8936944 | Peltz et al. | Jan 2015 | B2 |
8947437 | Garr et al. | Feb 2015 | B2 |
8950019 | Loberger et al. | Feb 2015 | B2 |
9000926 | Hollock et al. | Apr 2015 | B2 |
9030325 | Taneff | May 2015 | B2 |
9098738 | Bilet et al. | Aug 2015 | B2 |
9105071 | Fletcher et al. | Aug 2015 | B2 |
9175356 | Peltz et al. | Nov 2015 | B2 |
9240111 | Scott et al. | Jan 2016 | B2 |
9280884 | Schultz et al. | Mar 2016 | B1 |
9292972 | Hailemariam et al. | Mar 2016 | B2 |
9320662 | Hayes et al. | Apr 2016 | B2 |
9370600 | DuPuis et al. | Jun 2016 | B1 |
9373242 | Conrad et al. | Jun 2016 | B1 |
9396638 | Wildman et al. | Jul 2016 | B2 |
9311807 | Schultz et al. | Aug 2016 | B2 |
9406212 | De Luca et al. | Aug 2016 | B2 |
9418535 | Felch et al. | Aug 2016 | B1 |
9418536 | Felch et al. | Aug 2016 | B1 |
9449219 | Bilet et al. | Sep 2016 | B2 |
9477543 | Henley et al. | Oct 2016 | B2 |
9497832 | Verberkt et al. | Nov 2016 | B2 |
9513364 | Hall et al. | Dec 2016 | B2 |
9526380 | Hamilton et al. | Dec 2016 | B2 |
9526806 | Park et al. | Dec 2016 | B2 |
9536415 | De Luca et al. | Jan 2017 | B2 |
9558648 | Douglas | Jan 2017 | B2 |
9591267 | Lipton et al. | Mar 2017 | B2 |
9613518 | Dunn et al. | Apr 2017 | B2 |
9618224 | Emmons et al. | Apr 2017 | B2 |
9640059 | Hyland | May 2017 | B2 |
9672360 | Barkan | Jun 2017 | B2 |
9710700 | Bilet et al. | Jul 2017 | B2 |
9715242 | Pillai et al. | Jul 2017 | B2 |
9721452 | Felch et al. | Aug 2017 | B2 |
9729945 | Schultz et al. | Aug 2017 | B2 |
9784464 | Yamamoto et al. | Oct 2017 | B2 |
9843743 | Lewis et al. | Dec 2017 | B2 |
9856634 | Rodenbeck et al. | Jan 2018 | B2 |
9872088 | Fadell et al. | Jan 2018 | B2 |
9875639 | Bone et al. | Jan 2018 | B2 |
9911312 | Wildman et al. | Mar 2018 | B2 |
9940819 | Ferniany | Apr 2018 | B2 |
9956306 | Brais et al. | May 2018 | B2 |
9986175 | Frank et al. | May 2018 | B2 |
10087608 | Dobizl et al. | Oct 2018 | B2 |
10223894 | Raichman | Mar 2019 | B2 |
10228837 | Hua et al. | Mar 2019 | B2 |
10235865 | Thyroff | Mar 2019 | B2 |
10251610 | Parthasarathy et al. | Apr 2019 | B2 |
10303843 | Bitran et al. | May 2019 | B2 |
10332382 | Thyroff | Jun 2019 | B2 |
10514817 | Hua et al. | Dec 2019 | B2 |
10565844 | Pourmohammad et al. | Feb 2020 | B2 |
10602474 | Goldstein | Mar 2020 | B2 |
10607147 | Raykov et al. | Mar 2020 | B2 |
20020111698 | Graziano et al. | Aug 2002 | A1 |
20020130868 | Smith | Sep 2002 | A1 |
20030028269 | Spriggs et al. | Feb 2003 | A1 |
20030030637 | Grinstein et al. | Feb 2003 | A1 |
20030046862 | Wolf et al. | Mar 2003 | A1 |
20030071814 | Jou et al. | Apr 2003 | A1 |
20030078677 | Hull et al. | Apr 2003 | A1 |
20030083957 | Olefson | May 2003 | A1 |
20030103075 | Rosselot | Jun 2003 | A1 |
20030171851 | Brickfield et al. | Sep 2003 | A1 |
20030214400 | Mizutani et al. | Nov 2003 | A1 |
20030233432 | Davis et al. | Dec 2003 | A1 |
20040001009 | Winings et al. | Jan 2004 | A1 |
20040064260 | Padmanabhan et al. | Apr 2004 | A1 |
20040143474 | Haeberle et al. | Jul 2004 | A1 |
20040153437 | Buchan | Aug 2004 | A1 |
20040168115 | Bauernschmidt et al. | Aug 2004 | A1 |
20040233192 | Hopper | Nov 2004 | A1 |
20040260411 | Cannon | Dec 2004 | A1 |
20040267560 | Hostland | Dec 2004 | A1 |
20050010460 | Mizoguchi et al. | Jan 2005 | A1 |
20050119767 | Kiwimagi et al. | Jun 2005 | A1 |
20050143863 | Ruane et al. | Jun 2005 | A1 |
20050267900 | Ahmed et al. | Dec 2005 | A1 |
20060004841 | Heikkonen et al. | Jan 2006 | A1 |
20060009862 | Imhof et al. | Jan 2006 | A1 |
20060017547 | Buckingham et al. | Jan 2006 | A1 |
20060020177 | Seo et al. | Jan 2006 | A1 |
20060028471 | Kincaid et al. | Feb 2006 | A1 |
20060029256 | Miyoshi et al. | Feb 2006 | A1 |
20060058900 | Johanson et al. | Mar 2006 | A1 |
20060067545 | Lewis et al. | Mar 2006 | A1 |
20060067546 | Lewis et al. | Mar 2006 | A1 |
20060077255 | Cheng | Apr 2006 | A1 |
20060184326 | McNally et al. | Aug 2006 | A1 |
20060231568 | Lynn et al. | Oct 2006 | A1 |
20060265664 | Simons et al. | Nov 2006 | A1 |
20060279630 | Aggarwal et al. | Dec 2006 | A1 |
20070016955 | Goldberg et al. | Jan 2007 | A1 |
20070055757 | Mairs et al. | Mar 2007 | A1 |
20070055760 | McCoy et al. | Mar 2007 | A1 |
20070061046 | Mairs et al. | Mar 2007 | A1 |
20070067062 | Mairs et al. | Mar 2007 | A1 |
20070088534 | MacArthur et al. | Apr 2007 | A1 |
20070090951 | Chan et al. | Apr 2007 | A1 |
20070091091 | Gardiner et al. | Apr 2007 | A1 |
20070101433 | Louch et al. | May 2007 | A1 |
20070114295 | Jenkins | May 2007 | A1 |
20070120652 | Behnke | May 2007 | A1 |
20070139208 | Kates | Jun 2007 | A1 |
20070216682 | Navratil et al. | Sep 2007 | A1 |
20070219645 | Thomas et al. | Sep 2007 | A1 |
20070239484 | Arond et al. | Oct 2007 | A1 |
20070268122 | Kow et al. | Nov 2007 | A1 |
20080001763 | Raja et al. | Jan 2008 | A1 |
20080027885 | Van Putten et al. | Jan 2008 | A1 |
20080036593 | Rose-Pehrsson et al. | Feb 2008 | A1 |
20080062167 | Boggs et al. | Mar 2008 | A1 |
20080099045 | Glenn et al. | May 2008 | A1 |
20080103798 | Domenikos et al. | May 2008 | A1 |
20080120396 | Jayaram et al. | May 2008 | A1 |
20080144885 | Zucherman et al. | Jun 2008 | A1 |
20080183424 | Seem | Jul 2008 | A1 |
20080194009 | Marentis | Aug 2008 | A1 |
20080198231 | Ozdemir et al. | Aug 2008 | A1 |
20080209342 | Taylor et al. | Aug 2008 | A1 |
20080222565 | Taylor et al. | Sep 2008 | A1 |
20080224862 | Cirker | Sep 2008 | A1 |
20080242945 | Gugliotti et al. | Oct 2008 | A1 |
20080250800 | Wetzel | Oct 2008 | A1 |
20080279420 | Masticola et al. | Nov 2008 | A1 |
20080280275 | Collopy | Nov 2008 | A1 |
20080303658 | Melker et al. | Dec 2008 | A1 |
20080306985 | Murray et al. | Dec 2008 | A1 |
20080320552 | Kumar et al. | Dec 2008 | A1 |
20090001181 | Siddaramanna et al. | Jan 2009 | A1 |
20090024944 | Louch et al. | Jan 2009 | A1 |
20090065596 | Seem et al. | Mar 2009 | A1 |
20090083120 | Strichman et al. | Mar 2009 | A1 |
20090096791 | Abshear et al. | Apr 2009 | A1 |
20090125337 | Abr | May 2009 | A1 |
20090125825 | Rye et al. | May 2009 | A1 |
20090144023 | Seem | Jun 2009 | A1 |
20090157744 | McConnell | Jun 2009 | A1 |
20090160673 | Cirker | Jun 2009 | A1 |
20090322782 | Kimchi et al. | Dec 2009 | A1 |
20100048167 | Chow et al. | Feb 2010 | A1 |
20100058248 | Park | Mar 2010 | A1 |
20100064001 | Daily | Mar 2010 | A1 |
20100070089 | Harrod et al. | Mar 2010 | A1 |
20100073162 | Johnson et al. | Mar 2010 | A1 |
20100123560 | Nix et al. | May 2010 | A1 |
20100134296 | Hwang | Jun 2010 | A1 |
20100156628 | Ainsbury et al. | Jun 2010 | A1 |
20100156630 | Ainsbury | Jun 2010 | A1 |
20100188228 | Hyland | Jul 2010 | A1 |
20100223198 | Noureldin et al. | Sep 2010 | A1 |
20100249955 | Sitton | Sep 2010 | A1 |
20100286937 | Hedley et al. | Nov 2010 | A1 |
20100318200 | Foslien et al. | Dec 2010 | A1 |
20100324962 | Nesler et al. | Dec 2010 | A1 |
20110010654 | Raymond et al. | Jan 2011 | A1 |
20110057799 | Taneff | Mar 2011 | A1 |
20110077779 | Fuller et al. | Mar 2011 | A1 |
20110083094 | Laycock et al. | Apr 2011 | A1 |
20110087988 | Ray et al. | Apr 2011 | A1 |
20110112854 | Koch et al. | May 2011 | A1 |
20110126111 | Gill et al. | May 2011 | A1 |
20110154426 | Doser et al. | Jun 2011 | A1 |
20110161124 | Lappinga et al. | Jun 2011 | A1 |
20110169646 | Raichman | Jul 2011 | A1 |
20110184563 | Foslien et al. | Jul 2011 | A1 |
20110202467 | Hilber et al. | Aug 2011 | A1 |
20110273298 | Snodgrass et al. | Nov 2011 | A1 |
20110291841 | Hollock et al. | Dec 2011 | A1 |
20110298301 | Wong et al. | Dec 2011 | A1 |
20110316703 | Butler et al. | Dec 2011 | A1 |
20110320054 | Brzezowski | Dec 2011 | A1 |
20120022700 | Drees et al. | Jan 2012 | A1 |
20120039503 | Chen et al. | Feb 2012 | A1 |
20120062382 | Taneff | Mar 2012 | A1 |
20120075464 | Derenne et al. | Mar 2012 | A1 |
20120109988 | Li et al. | May 2012 | A1 |
20120112883 | Wallace et al. | May 2012 | A1 |
20120131217 | Delorme et al. | May 2012 | A1 |
20120158185 | El-Mankabady et al. | Jun 2012 | A1 |
20120216243 | Gill et al. | Aug 2012 | A1 |
20120224057 | Gill et al. | Sep 2012 | A1 |
20120259466 | Ray et al. | Oct 2012 | A1 |
20120262472 | Garr et al. | Oct 2012 | A1 |
20120272146 | D'souza et al. | Oct 2012 | A1 |
20120291068 | Khushoo et al. | Nov 2012 | A1 |
20120303652 | Tseng | Nov 2012 | A1 |
20120310418 | Harrod et al. | Dec 2012 | A1 |
20130055132 | Foslien | Feb 2013 | A1 |
20130060794 | Puttabasappa et al. | Mar 2013 | A1 |
20130082842 | Balazs et al. | Apr 2013 | A1 |
20130086152 | Hersche et al. | Apr 2013 | A1 |
20130091631 | Hayes et al. | Apr 2013 | A1 |
20130110295 | Zheng et al. | May 2013 | A1 |
20130169681 | Rasane et al. | Jul 2013 | A1 |
20130184880 | McMahon | Jul 2013 | A1 |
20130187775 | Marsden et al. | Jul 2013 | A1 |
20130204570 | Mendelson et al. | Aug 2013 | A1 |
20130229276 | Hunter | Sep 2013 | A1 |
20130268293 | Knudson et al. | Oct 2013 | A1 |
20130289774 | Day et al. | Oct 2013 | A1 |
20130338837 | Hublou et al. | Dec 2013 | A1 |
20140032157 | Khiani | Jan 2014 | A1 |
20140040998 | Hsieh | Feb 2014 | A1 |
20140046490 | Foslien et al. | Feb 2014 | A1 |
20140046722 | Rosenbloom et al. | Feb 2014 | A1 |
20140058539 | Park | Feb 2014 | A1 |
20140167917 | Wallace et al. | Jun 2014 | A2 |
20140207291 | Golden et al. | Jul 2014 | A1 |
20140207693 | Horst et al. | Jul 2014 | A1 |
20140292518 | Wildman et al. | Oct 2014 | A1 |
20140307076 | Deutsch | Oct 2014 | A1 |
20140309757 | Le Sant et al. | Oct 2014 | A1 |
20140316582 | Berg-Sonne et al. | Oct 2014 | A1 |
20140320289 | Raichman | Oct 2014 | A1 |
20140342724 | Hill et al. | Nov 2014 | A1 |
20150025329 | Amarasingham et al. | Jan 2015 | A1 |
20150032264 | Emmons et al. | Jan 2015 | A1 |
20150056909 | Chien | Feb 2015 | A1 |
20150070174 | Douglas | Mar 2015 | A1 |
20150077258 | Nelson et al. | Mar 2015 | A1 |
20150113462 | Chen et al. | Apr 2015 | A1 |
20150153918 | Chen et al. | Jun 2015 | A1 |
20150161874 | Thyroff et al. | Jun 2015 | A1 |
20150167995 | Fadell et al. | Jun 2015 | A1 |
20150168949 | Hua et al. | Jun 2015 | A1 |
20150194043 | Dunn et al. | Jul 2015 | A1 |
20150198707 | Al-Alusi | Jul 2015 | A1 |
20150212717 | Nair et al. | Jul 2015 | A1 |
20150213222 | Amarasingham et al. | Jul 2015 | A1 |
20150213379 | Nair et al. | Jul 2015 | A1 |
20150216369 | Hamilton et al. | Aug 2015 | A1 |
20150253748 | Brun et al. | Sep 2015 | A1 |
20150281287 | Gill et al. | Oct 2015 | A1 |
20160033946 | Zhu et al. | Feb 2016 | A1 |
20160061476 | Schultz et al. | Mar 2016 | A1 |
20160061477 | Schultz et al. | Mar 2016 | A1 |
20160061794 | Schultz et al. | Mar 2016 | A1 |
20160061795 | Schultz et al. | Mar 2016 | A1 |
20160063833 | Schultz et al. | Mar 2016 | A1 |
20160066067 | Schultz et al. | Mar 2016 | A1 |
20160116181 | Aultman et al. | Apr 2016 | A1 |
20160139067 | Grace | May 2016 | A1 |
20160253897 | Wildman et al. | Sep 2016 | A1 |
20160255516 | Hill et al. | Sep 2016 | A1 |
20160298864 | Ekolind et al. | Oct 2016 | A1 |
20160306934 | Sperry et al. | Oct 2016 | A1 |
20160314683 | Felch et al. | Oct 2016 | A1 |
20160328948 | Ferniany | Nov 2016 | A1 |
20160335731 | Hall | Nov 2016 | A1 |
20160367925 | Blackley | Dec 2016 | A1 |
20170024986 | Austin | Jan 2017 | A1 |
20170193792 | Bermudez Rodriguez et al. | Jul 2017 | A1 |
20170256155 | Sengstaken, Jr. | Sep 2017 | A1 |
20170280949 | Wildman et al. | Oct 2017 | A1 |
20170294106 | Thyroff | Oct 2017 | A1 |
20170365024 | Koch et al. | Dec 2017 | A1 |
20180016773 | Chandler et al. | Jan 2018 | A1 |
20180151054 | Pi | May 2018 | A1 |
20180218591 | Easter | Aug 2018 | A1 |
20180293038 | Meruva et al. | Oct 2018 | A1 |
20180301014 | Worral et al. | Oct 2018 | A1 |
20180313695 | Shim et al. | Nov 2018 | A1 |
20180365957 | Wright et al. | Dec 2018 | A1 |
20190051138 | Easter | Feb 2019 | A1 |
20190139395 | Rogachev et al. | May 2019 | A1 |
20190209719 | Andersen et al. | Jul 2019 | A1 |
20190346417 | Benefield | Nov 2019 | A1 |
20200009280 | Kupa et al. | Jan 2020 | A1 |
20200074836 | Kolavennu et al. | Mar 2020 | A1 |
20200090089 | Aston et al. | Mar 2020 | A1 |
20200146557 | Cheung et al. | May 2020 | A1 |
20200200420 | Nayak et al. | Jun 2020 | A1 |
Number | Date | Country |
---|---|---|
2387100 | Nov 2003 | CA |
2538139 | Mar 2005 | CA |
103110410 | May 2013 | CN |
103970977 | Aug 2014 | CN |
105116848 | Dec 2015 | CN |
108961714 | Dec 2018 | CN |
110009245 | Jul 2019 | CN |
110084928 | Aug 2019 | CN |
110827457 | Feb 2020 | CN |
1390742 | Feb 2004 | EP |
1669912 | Jun 2006 | EP |
2310981 | Apr 2011 | EP |
7085166 | Mar 1995 | JP |
11024735 | Jan 1999 | JP |
11317936 | Nov 1999 | JP |
2001356813 | Dec 2001 | JP |
2005242531 | Sep 2005 | JP |
2005311563 | Nov 2005 | JP |
1172747 | Aug 2012 | KR |
101445367 | Oct 2014 | KR |
1499081 | Mar 2015 | KR |
9621264 | Nov 1996 | WO |
2004029518 | Apr 2004 | WO |
2005045715 | May 2005 | WO |
2008152433 | Dec 2008 | WO |
2008157755 | Dec 2008 | WO |
2009012319 | Jan 2009 | WO |
2009079648 | Jun 2009 | WO |
2010106474 | Sep 2010 | WO |
2011025085 | Mar 2011 | WO |
2011043732 | Apr 2011 | WO |
2011057173 | May 2011 | WO |
2011123743 | Oct 2011 | WO |
2013062725 | May 2013 | WO |
2013178819 | Dec 2013 | WO |
2014009291 | Jan 2014 | WO |
2014098861 | Jun 2014 | WO |
2014135517 | Sep 2014 | WO |
2016123536 | Aug 2016 | WO |
2017057274 | Apr 2017 | WO |
2019046580 | Mar 2019 | WO |
2019213457 | Nov 2019 | WO |
2020024553 | Feb 2020 | WO |
2021011589 | Jan 2021 | WO |
Entry |
---|
Bocicor et al. “Wireless Sensor Network based System for the Prevention of Hospital Acquired Infections”, arxiv.org, Cornell University Ithaca, NY 14853, May 2, 2017, XP080947042, (Abstract). |
Shhedi et al., “Traditional and ICT Solutions for Preventing the Hospital Acquired Infection”, 2015 20th International Conference on Control Systems and Computer Science, IEEE, May 27, 2015, pp. 867-873, XP033188038. |
Extended European Search Report, EP application No. 20151295.1, p. 13, May 26, 2020. |
U.S. Appl. No. 14,109,496, filed Dec. 17, 2013. |
“What is the GE Nucleus Home Manager? How can a Home Manager Help with Energy Conservation?” GE Nucleus, 2 pages, printed Jan. 15, 2013. www.geappliances.com/home-energy-manager/about-energy-monitors.htm. |
“Lucid Design Group—Building Dashboard Network—Apps,” 7 pages, Jan. 15, 2013. www.luciddesigngroup.com/network/apps.php#homepage. |
Preuveneers et al., “Intelligent Widgets for Intuitive Interaction and Coordination in Smart Home Environments,” IEEE Eighth International Conference on Intelligent Environments, pp. 157-164, 2012. |
Wu et al., “A Web 2.0 Based Scientific Application Framework,” 7 pages, prior to Jul. 24, 2014. |
“The Home Dashboard,” CRBM info@hand website, 46 pages, prior to Apr. 25, 2013. |
“Free Facilities Dashboards,” eSight Energy Website, 2 pages, prior to Apr. 25, 2013. |
Merton Building Controls, Gallery Prints, 7 pages, Dec. 19, 2013. |
Carter, “Industrial Energy Management Dashboards Require a Toolkit,” Cross Automation, 11 pages, Nov. 4, 2013. |
U.S. Appl. No. 14/169,071, filed Jan. 30, 2014. |
U.S. Appl. No. 14/169,083, filed Jan. 30, 2014. |
U.S. Appl. No. 14/461,188, filed Aug. 15, 2014. |
U.S. Appl. No. 14/482,607, filed Sep. 10, 2014. |
E-homecontrols.com, “e-Home Controls Website,” link to actual website no longer works, 1 page, prior to Dec. 19, 2013. |
“C&C (/)—Omniboard,” 5 pages, Dec. 19, 2013. http://www.ccbac.com. |
“DomController Home Automation Software—Control Anything from Anywhere,” 11 pages, printed Jan. 6, 2015. http://www.domcontroller.com/en/. |
“Novar OPUS BAS,” 1 page, prior to Feb. 13, 2013. http://www.novar.com/ems-bas/opus-building-automation-system. |
“A 3D Interactive Environment for Automated Building Control,” Master's Dissertation, Instituto Superior Tecnico, 120 pages, Nov. 2012. |
Panduit Corp., “Enable a Building Automation with Panduit Enterprise Solutions,” 4 pages, Nov. 2012. |
Honeywell, “WEBs-AX Web-Enabled Building Solutions,” sales brochure, Honeywell International Inc., Mar. 2009. |
Honeywell, “Attune Advisory Services,” press release, Honeywell International Inc., Mar. 20, 2012. |
EnteliWEB Overview, web pages retrieved on May 9, 2013 from http://deltacontrols.com/products/facilities-management/supervisory-software et seq. by the Internet Archive at web.archive.org. |
“BACnet Protocol Implementation Conformance Statement” for enteliWEB, Delta Controls, Jul. 17, 2013. |
Castle, “7 Software Platforms that Make Building Energy Management Easy,” http://greentechadvocates.com/2012/11/28/7-software-platforms-that-make-building-energy-managment-easy/, Nov. 28, 2012. |
EnteliWEB “Software: Enterprise Energy Management”, catalog sheet, Delta Controls, 2012. |
EnteliWEB “Software: Enterprise Energy Management”, catalog sheet, Delta Controls., 2010. |
“Intelligent Building Management Systems in Miami,” Advanced Control Corp., Mar. 7, 2013. |
“The Ohio State University,” BACnet International Journal, vol. 5, p. 4, Jan. 2013. |
Bobker et al., “Operational Effectiveness in Use of BAS,” Proceedings of the 13th International Conference for Enhanced Building Operations, Oct. 8, 2013. |
Castelo, “A 3D Interactive Environment for Automated Building Control,” Elsevier, Nov. 8, 2012. |
“Creston Special Report: How Intelligent building management solutions are reducing operational costs,” Creston, 2012. |
“Building Automation Software Solutions,” Iconics, 2013. |
Lacey, “The Top 10 Software Vendors Connecting Smart Buildings to the Smart Grid,” http://www.greentechmedia.com/articles/read/the-top-10-companies-in-enterprise-smart-grid, Jul. 18, 2013. |
“NiagraAX Product Model Overview,” Tridium, Inc., 2005. |
“An Overview of NiagraAX: A comprehensive software platform designed to create smart device applications,” Tridium, Inc., 2005. |
“Phoenix Controls Portal,” Phoenix Controls, Inc., 2013. |
Quirk, “A Brief History of BIM,” Arch Daily, Dec. 7, 2012. |
Samad et al., “Leveraging the Web: A Universal Framework for Building Automation,” Proceedings of the 2007 American Control Conference, Jul. 11, 2007. |
Sinha et al., “9 Key attributes of energy dashboards and analytics tools,” Aug. 28, 2013, https://www.greenbiz.com/blog/2013/08/28/9-key-attributes-energy-dashboards-and=analytics-tools. |
Sinopoli, “Dashboards For Buildings,” http://www/automatedbuildings.com/news/dec10/articles/sinopoli/101119034404sinopoli.html, Dec. 2010. |
Sinopoli, “Modeling Building Automation and Control Systems,” http://www.automatedbuildings.com/news/jun13/articles/sinopoli/130521122303sinopoli.html, Jun. 2013. |
Zito, “What is Tridium Part 1,” http://blog.buildingautomationmonthly.com/what-is-tridium/, May 12, 2013. |
Zito, “What is Tridium Part 2,” http://blog.buildingautomationmonthly.com/tridium-part-2/, Sep. 10, 2013. |
International Search Report and Written Opinion dated Jul. 17, 2018 for International PCT Application No. PCT/US2018/025189 (12 pages). |
“Data analytics and smart buildings increase comfort and energy efficiency”, https://www.microsoft.com/itshowcase/Article/Content/845/Data-analytics-and-smart-buildings-increase-comfort-and-energy-efficiency, Dec. 19, 2016, 8 pages. |
Donnelly, “Building Energy Management: Using Data as a Tool”, http://www.buildingefficiencyinitiative.org/sites/default/files/legacy/lnstituteBE/media/Library/Resources/Existing-Building-Retrofits/Using-Building-Data-as-a-Tool.pdf, Oct. 2012, 9 pages. |
“ASHRAE Dashboard Research Project,” 29 pages, Aug. 28, 2008. |
Honeywell, “Energy Manager User Guide,” Release 3.2, 180 pages, 2008. |
“Fuzzy Logic Toolbox 2.1, Design and Stimulate Fuzzy Logic Systems,” The MathWorks, 2 pages, May 2004. |
“Junk Charts, Recycling Chartjunk as junk art,” 3 pages, Oct. 2, 2006. |
“Model Predictive Control Toolbox 2, Develop Internal Model-Based Controllers for Constrained Multivariable Processes,” The MathWorks, 4 pages, Mar. 2005. |
Honeywell, “Product Guide 2004,” XP-002472407, 127 pages, 2004. |
“Statistics Toolbox, for Use with Matlab,” User's Guide Version2, The MathWorks, 408 pages, Jan. 1999. |
“Vykon Energy Suite Student Guide,” Tridium Inc., 307 pages, Mar. 3, 2006. |
“Web Based Energy Information Systems for Energy Management and Demand Response in Commercial Buildings,” California Energy Commission, 80 pages, Oct. 2003. |
Andover Controls, Network News, vol. 2, No. 2, 8 pages, 1997. |
Andover Controls World, 4 pages, Spring 1997. |
Bell et al., “Early Event Detection-Results from A Prototype Implementation,” AICHE Spring National Meeting, 15 pages, Apr. 2005. |
Cadgraphics, “The CADGRAPHICS User's Guide,” 198 pages, 2003. |
Carrier Comfort Network CCN Web, “Web Browser User Interface to the Carrier Comfort Network,” 2 pages, 2002. |
Carrier Comfort Network CCN Web, Overview and Configuration Manual, 134 pages, Apr. 2006. |
Carrier Comfort Network CCN Web, Product Data, 2 pages, Apr. 2006. |
Carrier, “i-Vu Powerful and Intuitive Front End for Building Control,” 2 pages, Aug. 2005. |
Carrier, “i-Vu Web-Based Integrated Control System,” 3 pages, 2005. |
Carrier, Demo Screen Shots, 15 pages, prior to Aug. 27, 2007. |
Carrier, i-Vu CCN 4.0, Owner's Guide, 20 pages, Jul. 2007. |
Carrier, i-Vu CCN, 7 pages, 2007. |
Chan, “Rank Revealing QR Factorizations,” Linear Algebra and It's Applications, vol. 88-89, p. 67-82, Apr. 1987. |
Circon, “i-Browse Web-Based Monitoring and Control for Facility Management,” 2 pages, prior to Aug. 27, 2007. |
Australian Application 2009904740, Published copy, 28 pages, Application Filed on Sep. 29, 2009. |
Echelon, “Energy Control Solutions with the i.Lon SmartServer,” 4 pages, 2007. |
Echelon, “i.Lon 100e3 Internet Server Models 72101R-300, 72101R-308, 72102R-300, 72103-R300 . . . ” 5 pages, copyright 2002-2007. |
Echelon, “i.Lon 100e3 Internet Server New Features,” 15 pages, Sep. 2006. |
Echelon, “i.Lon SmartServer,” 5 pages, 2007. |
Honeywell News Release, “Honeywell's New Sysnet Facilities Integration System for Boiler Plant and Combustion Safety Processes,” 4 pages, Dec. 15, 1995. |
Honeywell, “Excel Building Supervisor-Integrated R7044 and FS90 Ver. 2.0,” Operator Manual, 70 pages, Apr. 1995. |
Honeywell Home and Building Control Bulletin, “Introduction of the S7350A Honeywell WebPAD Information Appliance,” 2 pages, Aug. 29, 2000; Picture of WebPad Device with touch screen, 1 Page; and screen shots of WebPad Device, 4 pages. |
Honeywell, Excel 15B W7760B Building Manager Release 2.02.00, Installation Instructions, 28 pages, Dec. 2004. |
Honeywell, The RapidZone Solution, Excel 5000 Open System, Application Guide, 52 pages, Jan. 2004. |
“Remote Building Monitoring and Operations Home Page,” 5 pages, prior to Aug. 27, 2007. |
“Carrier: i-Vu CCN,” 1 page, printed Mar. 11, 2008. |
Carrier: 33CSCCNWEB-01 CCN Web Internet Connection to the Carrier Comfort Network, 1 page, printed Mar. 11, 2008. |
“Products,” 5 pages, printed Jul. 3, 2007. http://www.docs.hvacpartners.com/idc/groups/public/documents/techlit/gs-controls-ivuccn.rtf. |
Lightstat Incorporated, “Internet Programmable Communicating Thermostats,” 1 page, printed Mar. 13, 2007. http://www.lightstat.com/products/istat.asp. |
Sharp, “Actius RD3D Desktop Replacement Notebook with Industry-Breakthrough 3D Screen,” 1 page, printed Jun. 16, 2005. http://www.sharpsystems.com/products/pc_notebooks/actius/rd/3d/. |
“Lights On A Wireless Lighting Control System,” 11 pages, printed Mar. 22, 2007 http://www2.sims.berkeley.edu/courses/is213/s06/projects/lightson;final.html. |
I.Lon 100e3 Internet Server, 1 page, prior to Aug. 27, 2007. |
I.Lon, SmartServer, 2 pages, prior to Aug. 27, 2007. |
I-stat, Demo Screen Shots, 9 pages, printed Mar. 13, 2007. |
I-stat, The Internet Programmable Thermostat, 2 pages, prior to Aug. 27, 2007. |
Ball, “Green Goal of ‘Carbon Neutrality’ Hits Limit,” TheWall Street Journal, 7 pages, Dec. 30, 2008. |
Network Integration Engine (NIE), Johnson Controls, 3 pages, Nov. 9, 2007. |
Network Integration Engine (NIE), Product Bulletin, Johnson Controls, pp. 1-11, Jan. 30, 2008. |
Kourti, “Process Analysis and Abnormal Situation Detection: From Theory to Practice,” IEEE Control Systems Magazine, p. 10-25, Oct. 2002. |
Mathew, “Action-Oriented Benchmarking, Using CEUS Date to Identify and Prioritize Efficiency Opportunities in California Commercial Buildings,” 26 pages, Jun. 2007. |
Morrison et al., “The Early Event Detection Toolkit,” Honeywell Process Solutions, 14 pages, Jan. 2006. |
Narang, “WEBARC: Control and Monitoring of Building Systems Over the Web,” 53 pages, May 1999. |
Olken et al., “Object Lessons Learned from a Distributed System for Remote Building Monitoring and Operation,” ACM SIGPLAN Notices, vol. 33, No. 10, pp. 284-295, Oct. 1998. |
Proliphix, Inc., “Proliphix IP Devices: HTTP API,” 28 pages, Jan. 23, 2006. |
Proliphix, Inc., “Remote Management User Guide,” 12 pages, prior to Aug. 27, 2007. |
Rogan et al., “Smart and Final Food Stores: A Case Study in Web Based Energy Information and Collection,” Web Based Energy Information and Control Systems: Case Studies and Application, Chapter 6, p. 59-64, 2005. |
Sharp, “Actius AL3DU 3D LC Display High Performance 3D Visualization,” 2 pages, prior to Mar. 17, 2006. |
So et al., “Building Automation on the Information Superhighway,” ASHRAE Transactions, vol. 104, Part 2, pp. 176-191, 1998. |
So et al., “Building Automation Systems on the Internet,” Facilities vol. 15, No. 5/6, pp. 125-133, May/Jun. 1997. |
Talon, “Raptor Controller,” 6 pages, Oct. 2003. |
Talon, “Workstation Software,” 4 pages, Nov. 2002. |
Trane, “System Programming, Tracer Summit Version 14, BMTW-SVP01D-EN,” 623 pages, 2002. |
Lucid Design Group, Inc., “Building Dashboard,” 2 pages, Printed May 30, 2013. |
“America's Largest Managed Security Services Provider Launches Comprehensive, Integrated Covid-19 Safety Program for Office Buildings and Suites,” KastleSafeSpaces, 5 pages, May 11, 2020. |
“Biometric Door Reader With Body Temperature Detection,” Kintronics, 9 pages, accessed May 21, 2020. |
“Body Surface Temperature Screening with Alarm Function TVS-200IS/TVS-500IS,” Nippon Avionics Co., 3 pages, accessed May 21, 2020. |
“BriefCam announces video analytics innovation for contact tracing, physical distancing, occupancy management and face mask detection,” BriefCam LTD, 11 pages, Jun. 5, 2020. |
“Thermal Imaging SmartPhone Can Be used For Temperature Screening of People,” CAT, 3 pages, accessed Jul. 13, 2020. |
“Contact Tracing Now Available on Identiv's Hirsch Velocity Access Control Platform,” IDENTIV, 5 pages, May 21, 2020. |
Silva et al., “Cough localization for the detection of respiratory diseases in pig houses,” ScienceDirect, 7 pages, May 28, 2008. |
Oey et al., “Evaluation of Isolation Compliance Using Real Time Video In Critical Care,” North Shore University Hospital, 1 page, Oct. 9, 2015. |
“Facial Attendace System With Temperature Screening Now In India,” IANS, 5 pages, Mar. 19, 2020. |
“Plan to Re-Open,” EHIGH, 16 pages, accessed Jun. 13, 2020. |
“How Smarter AI-Powered Cameras Can Mitigate the Spread of Wuhan Novel,” AnyConnect, 22 pages, 2020. |
“How to fight COVID-19 with machine learning,” DataRevenue, 20 pages, accessed May 25, 2020. |
Honeywell, “INNCONTROL 5,” 2 pages, Aug. 8, 2018. |
“IP Door Access Control,” KINTRONICS, 21 pages, 2014. |
“Kogniz AI Health Response Platform,” KOGNIZ, 9 pages, accessed May 21, 2020. |
“Machine Learning Could Check If You're Social Distancing Properly at Work,” MIT Technology Review, 7 pages, Apr. 17, 2020. |
Punn et al., “Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLO v3 and Deepsort techniques,” 10 pages, May 6, 2020. |
Burt, “NEC launches dual face biometric and fever detection system for access control,” BIOMETRIC Update, 4 pages, May 8, 2020. |
“Remote temperature monitoring,” AXIS Communication, 10 pages, 2014. |
“FebriEye-AI Based Thermal Temperature Screening System,” vehant, 1 page, 2020. |
“See The World In A New Way Hikvision Thermal Cameras,” HIKVISION, 12 pages, 2017. |
Allain, “Trying out the iPhone Infrared Camera: The FLIR One,” WIRED, 15 pages, 2014. |
Dasgupta, “Your voice may be able to tell you if you have Covid,” Hindustan Times, 4 pages, Apr. 16, 2020. |
Ganguty, “Gurugram-based startup Staqu has modified AI-powered JARVIS to battle coronavirus,” YOURSTORY, 7 pages, Mar. 31, 2020. |
Trane, “Creating Input/Output Objects,” 196 pages, retrieved Jul. 10, 2020. |
Trane, “Using the Graphing Control Editor,” 181 pages, retrieved Jul. 10, 2020. |
Extended European Search Report, EP Application No. 22161097.5, European Patent Office, dated Aug. 2, 2022 (8 pages). |