The disclosure relates to a building management system and method.
Wind infiltration into buildings through doorways and other openings causes the climate within the building to change. In particular, the air entering the building may have an adverse effect on the temperature and/or humidity within the building which must be controlled and managed by HVAC systems operating within the building. Consequently, the energy consumption of such HVAC systems is increased. The change in climate may also affect other energy consuming components in the building, such as refrigerated cabinets. This can be detrimental to the performance of the energy consuming component, increasing its energy consumption and, in extreme conditions, causing the energy consuming component to fail.
Wind conditions can also be problematic on building sites where excessive wind can mean that certain actions cannot be completed as planned. In particular, cranes may need to be taken out of service when the wind speed exceeds a threshold and this can lead to delays and increased costs.
It is therefore desirable to provide a system and method which allows the operation of at least one energy consuming component in a building to be better controlled and managed.
In accordance with an aspect, there is provided a building management system comprising: a climate simulation module having access to data representing an internal model of a building and data representing an external model of an environment surrounding the building, wherein the internal model includes at least one energy consuming component installed within the building and having a performance characteristic which is influenced by a climate within the building; and a weather forecasting module for supplying predicted weather data for the geographical location of the building to the climate simulation module; wherein the climate simulation module is configured to calculate wind infiltration into the building based on the predicted weather data and the external model and to determine a climate profile within the building based on the wind infiltration into the building and the internal model of the building; wherein the system further comprises a performance analysis module which is configured to predict the performance characteristic of the at least one energy consuming component based on the climate profile and, optionally, to control the at least one energy consuming component based on the predicted performance characteristic.
The weather data may include one or more of: wind speed, wind direction, ambient temperature, humidity and atmospheric pressure.
The climate profile may comprise a temperature profile within the building.
The climate profile may further comprise humidity within the building.
The building management system may further comprise an alert module configured to compare the performance characteristic to a predetermined threshold and to generate an output providing an advanced warning that the performance characteristic will exceed or fall below the threshold at a future time.
The predetermined threshold may be a maximum performance value of the at least one energy consuming component.
The alert module may be configured to automatically perform mitigating action at a predicted time when the performance characteristic is determined to exceed the maximum performance value.
The alert module may be configured to disable the at least one energy consuming component at a predicted time when the performance characteristic is determined to exceed the maximum performance value.
The at least one energy consuming component may comprise at least one HVACR component.
The performance characteristic may comprise an energy consumption, a cooling load or a heating load of the at least one HVACR component.
The at least one HVACR component may be a refrigerated display case and/or components of a HVAC system installed in the building.
The internal model of the building may include settings of the at least one HVACR component which contribute to the climate profile.
The building management system may further comprise a communications module which transmits the performance characteristic and/or output from the alert module to a recipient.
The recipient may be an energy supplier of the building and/or a maintenance provider.
The internal model and/or external model may comprise a CFD model.
The climate simulation module may utilise footfall data when calculating wind infiltration into the building.
In accordance with another aspect, there is provided a method of managing the operation of at least one energy consuming component in a building, the method comprising: calculating wind infiltration into the building based on predicted weather data for the geographical location of the building and an external model of the environment surrounding the building; determining a climate profile within the building based on the wind infiltration into the building and an internal model of the building; and predicting a performance characteristic of the at least one energy consuming component based on the climate profile.
The method may further comprise controlling the operation of the at least one energy consuming component based on the performance characteristic.
In accordance with another aspect, there is provided a building management system comprising: a climate simulation module having access to data representing a building information model for a building site and data representing an external model of an environment surrounding the building site; and a weather forecasting module for supplying predicted weather data for the geographical location of the building site to the climate simulation module; wherein the climate simulation module is configured to calculate wind conditions at the building site based on the predicted weather data and the external model; wherein the system further comprises a safety analysis module which is configured to determine whether the calculated wind conditions exceed a safety threshold.
The weather data may include wind speed and wind direction.
The building management system may further comprise an alert module configured to generate an output providing an advanced warning that the wind conditions will exceed the safety threshold at a future time.
The alert module may be configured to automatically perform mitigating action at a predicted time when the calculated wind conditions exceed the safety threshold.
The building management system may further comprise a communications module which transmits the output from the alert module to a recipient.
The safety threshold may be a maximum wind speed for safe operation of a crane on the building site.
The mitigating action may be to take the crane out of service.
The building information model and/or external model may comprise a CFD model.
In accordance with another aspect, there is provided a method of managing a building site, the method comprising: calculating wind conditions at the building site based on predicted weather data for the geographical location of the building site and an external model of the environment surrounding the building site; and determining whether the wind conditions at a future time exceed a safety threshold.
The wind conditions at the building site may be calculated based further on a building information model for the building site.
The method may further comprise taking a crane out of service at the future time if the wind conditions exceed the safety threshold.
The various elements described herein, such as an electronic display, memory units, online databases and one or more processors, may be coupled to one another via a wireless link and may consequently comprise transceiver circuitry and one or more antennas. Additionally or alternatively, the elements described herein may be coupled to one another via a wired link and may consequently comprise interface circuitry (such as a Universal Serial Bus (USB) socket). It should be appreciated that the elements described herein may be coupled to one another via any combination of wired and/or wireless links.
The system (and various associated elements) described herein may comprise any suitable circuitry to cause performance of the methods described herein and as illustrated in the Figures. The system may comprise: at least one application specific integrated circuit (ASIC); and/or at least one field programmable gate array (FPGA); and/or single or multi-processor architectures; and/or sequential (Von Neumann)/parallel architectures; and/or at least one programmable logic controllers (PLCs); and/or at least one microprocessor; and/or at least one microcontroller; and/or a central processing unit (CPU); and/or a graphics processing unit (GPU).
The system may comprise and/or be in communication with one or more memories that store the data described herein, and/or that store software for performing the processes described herein.
The memory may be any suitable non-transitory computer readable storage medium, data storage device or devices, and may comprise a hard disk and/or solid state memory (such as flash memory). The memory may be permanent non-removable memory, or may be removable memory (such as a universal serial bus (USB) flash drive).
The memory may store a computer program comprising computer readable instructions that, when read by a processor, causes performance of the methods described herein, and as illustrated in the Figures. The computer program may be software or firmware, or may be a combination of software and firmware.
The computer readable storage medium may be, for example, a USB flash drive, a compact disc (CD), a digital versatile disc (DVD) or a Blu-ray disc. In some examples, the computer readable instructions may be transferred to the memory via a wireless signal or via a wired signal.
The computing resources (e.g. memory and/or processing functionality) may be accessed via a cloud computing infrastructure.
For a better understanding of the disclosure, and to show more clearly how it may be carried into effect, reference will now be made, by way of example, to the accompanying drawings, in which:
The building management system 2 further comprises a weather forecasting module 10. The weather forecasting module 10 is in communication with the climate simulation module 4 and is configured to supply predicted weather data to the climate simulation module 4. The weather data may be provided for the geographical location of the building only or may be more generalised weather data (e.g. for the specific city or country) from which the climate simulation module 4 can determine localised weather for the geographical location of the building. The weather data may cover a relatively short period of less than 1 month or less than 2 weeks. In particular, 1, 3, 5, 7, 10 and 14 day forecasts are common, although the weather data may cover other periods. The weather data may include predictions of one or more of: wind speed, wind direction, ambient temperature, humidity and atmospheric pressure.
The climate simulation module 4 uses the predicted weather data supplied by the weather forecasting module 10 and the external model 8 to simulate wind movement in the vicinity of the building 29, as shown in
The climate simulation module 4 may use footfall data when calculating the wind infiltration into the building 29. In particular, the footfall data may indicate the frequency at which the door of the doorway 31 will be opened, thus allowing airflow to enter the building 29. This may be particularly important for automatic doors which may remain open for significant periods during busy periods and so allow a greater airflow through the doorway when compared with less busy periods.
As shown in
Once the wind infiltration into the building 29 has been determined, the climate simulation module 4 is then able to determine the climate profile within the building 29 based on the wind infiltration into the building (including details regarding the ambient temperature, humidity and/or atmospheric pressure) and the internal model 6. In particular, the structural layout of the building 29 and the elements within it have an effect on the way the air flow passes through the interior of the building 29 and thus leads to variations of the climate within the building 29.
The resulting temperature profile seen from the doorway 31 is shown in
If the incoming air through the doorway 31 is relatively warm, it is necessary for the refrigerated cabinets 7 to work harder in order to maintain the desired temperature within the cabinet. Consequently, this increases the energy consumption of the refrigerated cabinets 7 and, in extreme conditions, may mean that the refrigerated cabinets 7 are unable to provide sufficient cooling load to maintain the desired temperature. This can therefore lead to spoilage of food within the refrigerated cabinets 7 and/or damage to the refrigerated cabinets 7.
The airflow into the building also leads to an increase in the energy consumption of the air conditioning system 9 and other energy consuming components. In particular, the airflow brings with it water vapor which must be removed by the air conditioning system 9 and requires considerable energy to do so.
The building management system 2 further comprises a performance analysis module 12 which is configured to predict a performance characteristic of at least one energy consuming component in the building 29 based on the climate profile predicted by the climate simulation module 4. The energy consuming component may be powered by electric, gas or any other medium and its performance is affected by the climate profile in the building 29 in some way. For example, the performance analysis module 12 may predict the energy consumption of the refrigerated cabinets 7 based on the required cooling load for the climate profile or the cooling load itself.
Where the required cooling load exceeds the maximum possible output of one of the refrigerated cabinets 7, the performance analysis module 12 may provide an indication that the refrigerated cabinet 7 is expected to fail (i.e. either developing a fault or simply failing to fulfil its duty). This is depicted in
The performance analysis module 12 may also monitor the performance of other HVACR (Heating, Ventilation, Air Conditioning and Refrigeration) components. In particular, the performance analysis module 12 may monitor performance characteristics of air conditioning systems in a similar manner to the refrigerated cabinets 7. With air conditioning systems, the performance analysis module 12 may predict energy consumption, cooling load and/or heating load for the climate profile derived from the predicted weather data.
It will be appreciated that the HVACR component may itself contribute to the climate profile and so the internal model 6 of the building 29 may also include settings of the HVACR component which may change over time.
The building management system 2 may further comprise an alert module 14 which is configured to compare the performance characteristic to a predetermined threshold. For example, the alert module 14 may compare the energy consumption, cooling load or heating load to a maximum (permissible or recommended) value. In such circumstances, the alert module 14 is configured to generate an alert (output) providing an advanced warning that the performance characteristic will exceed the threshold at a future time. The alert may include details regarding the time/date that this issue is expected to arise and/or the severity of the issue.
The alert module 14 may be configured to automatically perform mitigating action at a predicted time when the performance characteristic is determined to exceed the maximum performance value. For example, the alert module 14 may be configured to disable the component at a predicted time when the performance characteristic is determined to exceed the maximum performance value in order to avoid damage to the component.
The alert may be displayed on a suitable display which may be formed as part of the building management system 2 or as a separate component. In addition, or instead, the alert (and, optionally, the performance characteristic itself) may be transmitted to a recipient via a communications module 16 (comprising a wired or wireless transmitter) of the building management system 2.
In some examples, the recipient may be an energy supplier of the building 29 and may allow the energy supplier to take pre-emptive action to cope with the surge in demand required at that future time.
In further examples, the recipient may be a maintenance provider for the building 29 and the alert may provide the maintenance provider with a prompt to put in place suitable contingencies. For example, if the alert indicates that a refrigerated cabinet 7 will fail on a certain day in the future, the maintenance provider may take pre-emptive action to prevent this (e.g. servicing the refrigerated cabinet 7 to maximise performance). Alternatively, food may be removed from that cabinet 7 in order to avoid spoilage. The food may be returned to the cabinet at a later point when it is deemed safe to do so.
The alert module 14 may also identify conditions which may lead to slip hazards forming on the floor of the building 29. For example, certain climatic conditions may lead to excessive condensation forming in refrigerated cabinets 7 which may spill onto the floor. This may also happen if the refrigerated cabinets 7 fail. Accordingly, the alert module 14 may highlight this so that action can be taken to avoid accidents.
In a first step, wind infiltration into the building 29 is calculated based on predicted weather data for the geographical location of the building 29 and the external model 8 of the environment surrounding the building. In a second step, a climate profile within the building is determined based on the wind infiltration into the building and the internal model 6 of the building. In a third step, a performance characteristic of the at least one energy consuming component is predicted based on the climate profile.
It will be appreciated that the various modules of the building management system described herein need not be physically separate components and the function of these modules may be provided by a single processor or other circuitry.
The external model 108 may largely correspond to the external model 8 described previously with respect to the example shown in
The building information model 106 includes information regarding the construction of the building. In particular, the building information model 106 may include a virtual model of the completed building, as well as a detailed construction sequence which describes or models the progress of the construction over time from start to finish. This may also include information about temporary structures such as surrounding fences, scaffolding, etc. which may have an impact on wind movement. In addition, the building information model 106 may include information regarding structures, such as cranes, used in the construction of the building.
The building management system 102 further comprises a weather forecasting module 110. The weather forecasting module 110 is in communication with the climate simulation module 104 and is configured to supply predicted weather data to the climate simulation module 104. The weather forecasting module 110 may provide weather data in accordance with that described previously with respect to the weather forecasting module 110. In particular, in this example, the weather data includes predictions of wind speed and wind direction. This information may be provided for intervals within a day; for example, over hourly, 30 minute, 15 minute, 5 minute, 1 minute intervals.
The climate simulation module 104 uses the predicted weather data supplied by the weather forecasting module 110 and the external model 108 to simulate wind movement in the vicinity of the building site 120. For example, as shown in
The climate simulation module 104 may also utilize the building information model 106 to account for any temporary structures and also to reflect the evolution of the building site 120. In particular, it will be appreciated that as the height of the building increases, it will itself have an impact on the wind movement. The building information model 106 can therefore be used to provide an accurate reflection of the wind movement as the building is constructed. The building information model 106 may be adjusted during the construction process to account for deviations in the building schedule (i.e. where the work is behind or ahead of schedule).
The building management system 102 further comprises a safety analysis module 112 which is configured to assess a safety characteristic associated with the building site 120. In particular, the safety analysis module 112 may compare the wind conditions (e.g. the wind speed and, optionally, the wind direction) predicted for the building site 120 for a given time with a threshold value. If the wind conditions exceed the threshold value, then the safety analysis module 112 determines that it is unsafe to carry out any building work or potentially only certain tasks at that time. For example, the safety analysis module 112 may determine that a crane cannot be used at that time or on that day since the wind conditions mean that it is unsafe to do so. The safety analysis module 112 may obtain information regarding the crane, such as its location and properties, such as height, maximum wind speed for operation, etc. from the building information model 106. It will be appreciated that the height and/or location of the crane may change during the construction project such that the wind conditions experienced at the crane will change. For example, a climbing tower crane is raised as the building becomes taller and so the wind conditions will change over time, potentially significantly. This information can be provided by the building information model 106 so that the safety analysis module 112 is able to correctly assess whether the crane can be used at that future time.
The building management system 102 may further comprise an alert module 114 which is configured to generate an alert (output) providing an advanced warning that the safety characteristic associated with the building site 120 will be unacceptable at a future time. The alert may include details regarding the time/date that this issue is expected to arise and/or the severity of the issue.
The alert module 114 may be configured to automatically perform mitigating action at a predicted time when the safety characteristic is unacceptable. For example, the alert module 114 may be configured to take a crane out of service, for example, by putting it in weather vane mode (where the jib is able to rotate freely so that it points in the direction of the wind) or by lowering it.
The alert may be displayed on a suitable display which may be formed as part of the building management system 102 or as a separate component. In addition, or instead, the alert may be transmitted to a recipient via a communications module 116 (comprising a wired or wireless transmitter) of the building management system 102.
In some examples, the recipient may be a construction project manager or site manager and may allow the manger to take pre-emptive action to cope with the forthcoming conditions. For example, the building site 120 may be closed during periods where the wind conditions are unacceptable or the work being conducted during such periods may be adapted to allow work to continue. In particular, the use of cranes during such periods may be prohibited and the manager may inform crane operatives in advance that they will be unable to work on those days. Accordingly, the building management system 102 may avoid paying operatives on days when they are unable to work. The building information model 106 may be modified based on periods where the wind conditions are unacceptable. For example, the building information model 106 may reschedule certain tasks or adjust a timeline in order to reflect these issues.
Of course, there may be times when the wind conditions are unsafe for certain tasks, but those tasks are not scheduled for those times. Accordingly, the safety analysis module 112 can consult the building information model 106 to determine whether tasks are scheduled for that time which can no longer be performed. Alternatively, the building information model 106 may be used to change the safety threshold over time based on the scheduled tasks for that time.
The building management system 102 may indicate that the safety characteristic is acceptable at times where the wind conditions might suggest otherwise. In particular, as described above, the wind movement experienced at the building site 120 may differ considerably from the general wind conditions which have been forecast and may in fact be more favourable at the building site 120 than predicted. Accordingly, the building management system 102 may indicate that it is safe to work at times when, if a decision was made solely on the weather forecast, work would not be carried out. Accordingly, the building management system 102 may reduce downtime to an absolute minimum.
Although the building management system 102 has been described predominantly with respect to the operation of cranes on a building site, it may also be used to control other actions. In particular, the wind conditions may be determined to be unsafe to permit people to work at height on the building site 120 and so alternative tasks scheduled for such times in order to maximise productivity.
In a first step, predicted wind conditions at a future time at the building site 120 are calculated based on predicted weather data for the geographical location of the building site 120 and the external model 108 of the environment surrounding the building site 120. The building information model 106 may also be used in the calculation of the wind conditions. In a second step, it is determined whether the predicted wind conditions at that time exceed a safety threshold. If the wind conditions do exceed the safety threshold, then mitigating action may be taken. In particular, a crane used on the building site may be taken out of service.
To avoid unnecessary duplication of effort and repetition of text in the specification, certain features are described in relation to only one or several aspects or embodiments of the disclosure. However, it is to be understood that, where it is technically possible, features described in relation to any aspect or embodiment of the disclosure may also be used with any other aspect or embodiment of the disclosure.
The disclosure is not limited to the embodiments described herein, and may be modified or adapted without departing from the scope of the present disclosure.
Number | Date | Country | Kind |
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1817201.5 | Oct 2018 | GB | national |
This application is the U.S. national stage of PCT/EP2019/078940 filed on Oct. 23, 2019, which claims priority of Great Britain Application No. 1817201.5 filed on Oct. 23, 2018, the contents of which are incorporated herein.
Filing Document | Filing Date | Country | Kind |
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PCT/EP2019/078940 | 10/23/2019 | WO | 00 |