Critical resource notification system and interface device

Information

  • Patent Grant
  • 8565903
  • Patent Number
    8,565,903
  • Date Filed
    Thursday, November 17, 2011
    12 years ago
  • Date Issued
    Tuesday, October 22, 2013
    10 years ago
Abstract
A system and device that communicates critical resource information is described. The resource notification system comprises a resource distributor, a resource notification server, and a networked interface device. The resource distributor generates a demand response action that is associated with a particular resource. The resource distributor is also communicatively coupled to a wide area network. The resource notification server, which is also communicatively coupled to the wide area network, receives and processes the demand response action and generates a demand response event signal that is communicated to a customer list. The networked interface device comprises at least one indicator. The networked interface device receives the demand response event signal that triggers at least one indicator corresponding to the demand response action generated by the resource distributor, wherein the indicator provides a real-time indication that corresponds to the usage of the particular resource.
Description
FIELD OF THE INVENTION

This invention relates to a critical resource notification system and networked interface device. More particularly, the invention relates to a critical resource notification system and networked interface device for the distribution of resources including, but not limited to, electricity, water, and natural gas.


BACKGROUND

Effective resource management is especially critical when communities are confronted with a scarcity of the resource in question. Resources include electricity, water, gas and natural resources such as oil. The definition of resources may also be extended to include water quality and air quality, since adequate water quality and air quality are necessary to support a self-sustaining environment.


Resource management is necessary so that systems can optimize the use of a limited resource. Currently, there are various systems for managing resources in various environments such as buildings, apartments, industrial facilities, and computing systems. Regretfully, these solutions have not been extended to individuals or small businesses, which account for a substantial portion of each utility's customers.


For example, when the usage of a resource such as electricity becomes strained in response to supply conditions, the result may be a “rolling blackout.” A rolling blackout refers to an intentionally engineered electrical power outage that is caused by insufficient electrical power resources to meet demand for electricity. In California, rolling blackouts are triggered by unusually hot temperatures that cause a surge in demand resulting in heavy use of air conditioning. There are three emergency stages that identify the severity of the problem. In a Stage 1 emergency, a general call for voluntary conservation is issued. A Stage 2 emergency results in power being temporarily cut off to certain large users that have agreed to this arrangement in exchange for lower rates. When a Stage 3 emergency is issued, electric to one of the fourteen California grids is shut off for a fixed period of time that can range from 60 minutes to 2½ hours. If after this period of time the Stage 3 emergency still exists, power is restored to this grid but then the next grid in the sequence is blacked out, and so on, until the situation is stabilized. Thus, the blackout “rolls” from one grid to the next.


In California, each customer's electric bill includes the number of the power grid (from 1 to 14) that customer belongs to; this gives customers at least some advance notice of when their electricity might be turned off in the event of a Stage 3 emergency. The grids are set up in such a manner as to ensure that a large percentage of customers in the same neighborhood would not be blacked out concurrently, which could invite looting and other related problems. Normal electricity customers can fall within the areas reserved for emergency use if they are near a hospital or other critical infrastructure, in which case their electricity bill will indicate a power grid of 99 and they will not be affected by rolling blackouts.


One mechanism that is used to encourage customers to reduce demand and thereby reduce the peak demand for electricity is referred to as demand response (DR). DR refers to a mechanism to manage the demand for customers in response to supply conditions. For example, electricity customers must reduce their consumption at critical times or in response to market prices.


In demand response applications, customers shed loads in response to a request by a utility or market price conditions. Services are reduced according to a preplanned load prioritization scheme during critical timeframes. An alternative to load shedding is on-site generation of electricity to supplement the power grid. Under conditions of tight electricity supply, demand response can significantly reduce the peak price and, in general, electricity price volatility.


Generally, demand response technologies detect the need for load shedding, communicate the demand to participating users, automate load shedding, and verify compliance with demand-response programs. These systems are complex and costly to implement because they rely on controlling the usage of the resource.


Thus, there is a need for a system and device that does not rely on controlling the usage of the resource, that is cost effective to implement, and that satisfies the goals of a demand response application.


SUMMARY

A system and device that communicates critical resource information is described. The resource notification system comprises a resource distributor, a resource notification server, and a networked interface device. The resource distributor generates a demand response action that is associated with a particular resource. The resource distributor is also communicatively coupled to a wide area network. The resource notification server, which is also communicatively coupled to the wide area network, receives and processes the demand response action and generates a demand response event signal that is communicated to a customer list. Each customer has an associated networked interface device. The networked interface device comprises at least one indicator that is operatively coupled to at least one appliance. The networked interface device receives the demand response event signal that triggers the indicator corresponding to the demand response action generated by the resource distributor, wherein the indicator provides a real-time indication that corresponds to the usage of the particular resource.


The networked interface device communicates critical resource information. The networked interface device comprises at least one indicator that provides a real-time indication that corresponds to the usage of a particular resource. Additionally, the networked interface device comprises a means for being communicatively coupled to a wide area network and communicating with the resource notification server that receives a demand response action from the resource distributor as described above. Furthermore, the networked interface device comprises a means for interfacing with an appliance. Further still, the networked interface device comprises a means for processing the demand response event signal that triggers the indicator corresponding to the demand response action generated by the resource distributor.





DRAWINGS

The present invention will be more fully understood by reference to the following drawings which are for illustrative, not limiting, purposes.



FIG. 1 shows an illustrative Resource Notification System.



FIG. 2 shows the illustrative operation of the Resource Notification System.



FIG. 3 shows an illustrative desktop information system that provides customer notification.



FIG. 4 shows an illustrative mobile information system that provides customer notification.



FIG. 5 shows an illustrative facility management system that provides customer notification.



FIG. 6 shows an illustrative networked interface device.



FIG. 7 shows the use of a networked interface device for customer notification.



FIG. 8 shows the use of a proxy device for customer notification.





DETAILED DESCRIPTION

Persons of ordinary skill in the art will realize that the following description is illustrative and not in any way limiting. Other embodiments of the claimed subject matter will readily suggest themselves to such skilled persons having the benefit of this disclosure. It shall be appreciated by those of ordinary skill in the art that the systems, and devices described hereinafter may vary as to configuration and as to details. Additionally, the methods may vary as to details, order of the actions, or other variations without departing from the illustrative method disclosed herein.


The solution described herein provides close integration of an automated system that allows both the utility and the customer to pre-program levels of demand, cost and processes. The solution supports changing configurations through a Web Service that can also monitor the dynamic process of the shed scenarios.


The system, device and methods can be used to send critical notification to customers concerning some resource they consume such as electricity, water, or natural gas. Customers are typically entities such as businesses or consumers that use and obtain some resource from a provider of that resource. Typically, the customer purchases the resource from the provider based upon an agreed upon rate. When either the price or availability of the resource changes in some critical fashion then it may become necessary for the providers of the resource to notify the customer of this change so that they can modify their use of the resource accordingly.


The system, device and methods described herein allow critical notification of the availability of a resource with the expectation that customers will reduce their consumption thus maintaining the availability of the resource. Examples include electricity usage where a small reduction of the energy load by the customers could result in the avoidance of so called rolling blackouts as described above.


Referring to FIG. 1 there is shown an illustrative resource notification system and its associated elements. The illustrative notification comprises a resource distributor 101 and resource provider 102 that are communicatively coupled to the resource notification server 103 via a wide area network 104. The wide area network may be the Internet, an Intranet, an Extranet, or any other such wide area network. By way of example and not of limitation the wide area network is the Internet and communications are performed using the TCP/IP protocol suite.


Typically, the resource distributor 101 is a utility company such as an electrical company, a water company, a gas company, or any other such utility company that manages a resource. For illustrative purposes only, the resource distributor 101 is an electric company. The resource provider 102 is a more inclusive term that includes private companies that sell or provide resources to the resource distributor 101. An illustrative resource provider 102 is a private company generating electricity from solar power sells the electricity to the utility company.


The resource notification server 103 has a corresponding notification database 105. The notification database 105 comprises a list of customers such as individuals or families living in apartments and houses, and “entities” such as workers operating in small businesses that lease office space. In general, the notification database 105 includes a list of utility customers that use or access some resource.


The resource notification server 103 provides an alert or notification regarding the resource to networked interface devices that are communicatively coupled to the resource notification server 103. In operation, the resource notification server 103 communicates critical resource information to each of the networked interface device. By way of example and not of limitation, the critical resource information includes notification that there is a severe change in demand for the particular resource that results in an inability to use the resource. The critical resource information may also include communicate a significant change in demand for the particular resource that precedes the severe change in demand. Thus, critical resource information may include a notification that the price of electricity is going to increase 20% if the customer elects to continue using a particular appliance.


In the illustrative embodiment, the networked interface devices include a desktop information system 107, a mobile information system 108, a facility management system 109, a customer notification proxy 110, and simple customer interface device 111.


In operation, the resource distributor 101 or resource provider 102 sends a notification to the resource notification server 103 that indicates a “status” to resource notification server 103. The resource notification server 103 interprets the notification and generates price levels and demand response event signals are published as services to each of the networked interface devices.


In the illustrative embodiment, the resource notification server operates as a Web Service. A Web Service is a software system that is designed to support interoperable machine-to-machine interactions over a network. Generally, customers and servers communicate using XML messages that follow the Service Oriented Architecture Protocol (SOAP) standard. SOAP is an XML-based, extensible message envelope format, with bindings to underlying protocols. The primary protocols are HTTP and HTTPS, although bindings for other protocols shall be appreciated by those of ordinary skill in the art having the benefit of this disclosure.


Referring to FIG. 2 there is shown an illustrative operation of the resource notification server described above. The resource distributor 101 or 102 generates a demand response action or notification that is associated with a particular resource. A server 201 or operator 202 may generate the demand response action that is communicated via a Web Service Interface 203. The demand response action corresponds to a change in demand for a particular resource. In the illustrative embodiment, the Web Service Interface 203 is an XML interface with a predetermined mechanism that triggers the generation of the demand response action. The operator 202 may then proceed to confirm that the demand response action is the appropriate notification to be communicating to the resource notification server 104. By way of example and not of limitation, the operator 202 provides this confirmation using a web browser interface 204.


The resource notification server 103 that is also communicatively coupled to the wide area network receives and processes the demand response action and generates a demand response event signal that is communicated to a customer list that is extracted from the notification database 105. Each customer has an associated networked interface device as described in further detail below.


A system operator 205 manages the resource notification server 103 with a web browser interface 206. Depending on the particular application, the system operator 205 may operate remotely or may operate locally. Regardless, the web browser interface 206 provides a simple interface for the control of the resource notification server 103.



FIG. 3 shows an illustrative desktop information system that provides customer notification. The illustrative desktop information system 107 receives the critical resource information 106. The critical resource information 106 comprises a demand response event signal generated by the resource notification server 103. Thus, the demand response event signal is a subset of the critical resource information 106. The demand response event signal corresponds to a change in demand for the particular resource.


In operation, the desktop information system 107 interfaces with the resource notification server 103 using a web browser interface 301. The desktop information system 107 performs a variety of different tasks using router/proxy programs 302, analysis programs 303. Updates regarding the critical resource information are communicated using e-mail 304, monitoring programs 305, and RSS feeds 306.


For example, when a utility or Independent System Operator (ISO) predicts a spike in energy demand based on ambient temperature. The utility then proceeds to signal a change in cost using a bid program alert through demand response application server such as the resource notification server 103. The price-level and demand response event signals are transmitted to facilities and published as Web services. Polling customers having the appropriate CLIR and software request price-levels every minute. EMS and lighting control systems carry out a power demand shed. An interface to a Programmable Communicating Thermostat may accomplish this.


Referring to FIG. 4 there is shown an illustrative mobile information system that provides customer notification. The mobile information system 108 may receive a notification via a web browser 401, voice message 402, SMS 403, e-mail 403, monitoring programs 405, or other such notification means configured to be communicated to a mobile information system 108. The mobile information system may be Wi-Fi enabled, enabled to communicate using cellular frequency bands, or a combination thereof.


Referring to FIG. 5 there is shown an illustrative facility management system that provides customer notification. In this embodiment, the critical resource information is communicated from the resource notification server 103 to the facility management system 109. The facility management system includes a simple interface 501 and facility automation programs 502. The facility management system proceeds to generate control signals 504 that are communicated to facility equipment 503 that includes printers, lighting, server farms, refrigeration units, uninterruptible power supplies, and other such facility equipment.


The facility management system 109 provides a simple client interface that is used to control the facility equipment. For example, the facility management system 109 is configured to reduce power consumption by interfacing with the electrical controls in a building and providing pre-programmed routines to reduce the power load upon receipt of critical resource information.


Referring to FIG. 6 there is shown an illustrative networked interface device. The illustrative networked device 601 comprises at least one indicator. By way of example and not of limitation, a plurality of visible indicators are utilized in an appliance alert system. The networked interface device 601 communicates critical resource information such as a demand response action directly to the customer. The indicators for the networked interface device include visible, auditory, or audio-visual indicators that provide a real-time indication that corresponds to the usage of a particular resource.


The illustrative networked interface device 601 comprises a first visible indicator 602 that is shown as green, a second visible indicator 603 that is represented by a yellow color, and a third visible indicator 604 that is red, a fourth visible indicator 605 and a button 606. The illustrative button 606 is an on/off button and the fourth visible indicator 605 indicates that the networked device has network connectivity; so the visible indicator 605 may also blink at various frequencies and be solid to further indicate the degree or level of network connectivity that has been reached.


Additionally, the networked interface device 601 comprises a means for being communicatively coupled to a wide area network and communicating with the resource notification server that receives a demand response action from the resource distributor as described above.


Furthermore, the networked interface device 601 comprises a means for interfacing with an appliance. The appliance may be selected from a group of appliances consisting of an air conditioner, an oven, a heater, a refrigerator, a washer, a dryer, a range, a television, a computer, a water heater, a water cooler, a coffee maker, and a microwave.


Further still, the networked interface device 601 comprises a means for processing the demand response event signal that triggers at least one visible indicator corresponding to the demand response action generated by the resource distributor. In operation, the networked interface device 601 receives; the demand response event signal that triggers at least one visible indicator corresponding to the demand response action generated by the resource distributor. The visible indicator provides a real-time indication that corresponds to the usage of the particular resource.


For example, the red visible indicator 604 may communicate a severe change in demand for the particular resource that results in an inability to use the resource. More specifically, the red visible indicator 604 may indicate that use of the appliance is occurring during peak demand and shall result in a “brownout” or rolling blackout. Additionally the red visible indicator 604 may indicate that a severe price change shall take place such as a 15% increase in power for the next two-hour period. Thus, the red visible indicator 604 communicates to a customer that the use of the appliance is not recommended because the impact to the customer may be severe.


The yellow indicator 603 may communicate a significant change in demand for the particular resource. Typically, the yellow indicator 603 precedes the severe change in demand that is communicated with the red visible indicator 604. For example, the yellow indicator 603 indicates that there is currently a high energy demand, or that there is an increased cost differential, or a combination thereof. The illustrative green indicator 602 may communicate that electrical demand is low and that operation of the appliance does not affect the availability of the resource.


Referring to FIG. 7 there is shown two different embodiments of the networked interface device 111 for customer notification in communication with resource notification server 103. In the first embodiment, the networked interface device 111 communicates with a resource notification server 103 using a hard wired network connection such a telephone line, a cable, or any other such physical interface. In the second embodiment, the networked device 111 is communicatively coupled to the resource notification server 103 using a wireless communication technology 702. The wireless communication technology 702 includes, by way of example and not of limitation, CDMA, GSM or UMTS or any other wireless communication system such as Wi-Fi or WiMAX.


Referring to FIG. 8 there is shown the use of a proxy device for customer notification. The proxy device 110 includes a user display 701. Generally, the client notification proxy 110 is behind a firewall (not shown) and receives critical resource information 106 from the resource notification server 103. The critical resource information 106 is communicated via the client notification proxy 110 to the facility management system 109, desktop information system 107, and the networked interface device 111. The operations of the facility management system 109, desktop information system 107, and networked interface device have been described above.


In operation, the client notification proxy 110 is configured to communicate with the resource notification server 103 over the wide area network. The client notification proxy 110 then communicates the critical resource information to devices and systems that are in within its' local area network. The client notification proxy 110 may operate within a small commercial enterprise or residence.


It is to be understood that the detailed description of illustrative embodiments are provided for illustrative purposes. The scope of the claims is not limited to these specific embodiments or examples. For example, a networked interface device 111 has been described, however this solution may be extended to any source electronic device having the properties of the networked interface device described herein. Therefore, various elements, details, execution of any methods, and uses can differ from those just described, or be expanded on or implemented using technologies not yet commercially viable, and yet still be within the inventive concepts of the present disclosure. The scope of the invention is determined by the following claims and their legal equivalents.

Claims
  • 1. A resource notification system comprising: a resource notification server;a database memory connected to the resource notification server;one or more networked interface devices connected to the resource notification server; anda resource provider/distributor connected to the resource notification server; and wherein:the resource provider/distributor generates a demand response action for a resource and provides the demand response action to the resource notification server using a processor;the resource notification server processes the demand response action and generates a demand response event signal;the demand response event signal is provided to the one or more networked interface devices; an indicator provides a real-time indication of a usage of the resource; and the real-time indication of a usage of the resource reveals a significant change in demand for the resource, a severe change in demand of the resource, or no change; and a change in demand means that demand is approaching or going to exceed an available supply of the resource.
  • 2. The system of claim 1, wherein the indicator which is triggered by the demand response event signal.
  • 3. The system of claim 1, wherein the database memory comprises a list of customers.
  • 4. The system of claim 3, wherein the real-time indication of a usage of the resource is provided to at least one customer on the list of customers.
  • 5. The system of claim 1, wherein the change in demand indicates a change in price and/or availability of the resource; andif a customer receives the indication of usage of the resource which reveals a change in demand for the resource, then the customer purchases the resource at a changed agreed upon rate for the resource, or modifies its usage of the resource particularly if availability of the resources changes.
  • 6. The system of claims 1, wherein: the one or more networked interface devices are connected to the resource notification server via a wide area network; andthe resource provider/distributor is connected to the resource notification server via the wide area network.
  • 7. The system of claim 6, wherein the one or more networked interface devices comprises one or more items of a group consisting of desktop information systems, mobile information systems, facility management systems, client management proxies and simple client interface devices.
  • 8. A method for communicating critical resource information, comprising: providing a resource provider/distributor:providing a resource notification server;providing one or more networked interface devices;the resource provider/distributor making available a resource to one or more customers;the resource provider/distributor conveying a notification that indicates a status to a resource notification server;the resource notification server generating critical resource information from the notification;the resource notification server communicating the critical resource information to the one or more networked interface devices; the critical resource information comprises demand response event signals; and wherein the demand response event signals comprise: an indication of a severe change in demand for a resource which results in an unavailability of the resource Without a price increase; an indication of a significant change in demand for the resource which precedes the Severe change in demand; or an indication of a low demand for The resource which results in virtually no effect on availability of the resource without a change in price.
  • 9. The method of claim 8, further comprising selecting the one or more networked interface devices from a group consisting of desktop information systems, mobile information systems, facility management systems, client notification proxies and simple client interface devices.
  • 10. The method of claim 8, wherein: the resource provider/distributor comprises a resource server and a resource operator;the notification comprises a demand response action; andthe demand response action is generated by the resource server and confirmed by the resource operator.
  • 11. The method of claim 10, further comprising: conveying the demand response action to the resource notification server;generating demand response event signals from the demand response action with the resource notification server for the one or more customers; andcommunicating the demand response event signals to the one or more network interface devices: andwherein:the one or more customers have an associated networked interface device;the demand response event signals trigger at least one indicator corresponding to the demand response action; andthe associated networked interface device comprises the at least one indicator for observation by the one or more customers.
  • 12. The method of claim 8, further comprising: managing the resource notification server by a system operator with a web browser interface; andwherein the web browser interface provides a simple interface for control of the resource notification server.
  • 13. The method of claim 8, wherein: the one or more network interface devices receive the critical response information from the resource notification server;the demand response event signals are a subset of the critical resource information; andthe demand response event signals correspond to a change in demand for the resource.
  • 14. The method of claim 13, wherein: the demand response event signals trigger at least one indicator corresponding to the demand response action generated by the resource provider/distributor; andthe at least one indicator provides a real-time indication which corresponds to a usage of the resource.
  • 15. A resource information mechanism comprising: a resource notification server;a resource provider/distributor having a communicative connection with the resource notification server; andone or more networked interface devices having a communicative connection with the resource notification server; andwherein:the communicative connections are wired and/or wireless connections;the resource provider/distributor provides a notification indicating status to the resource notification server;the status is expressed by a demand response action;the resource notification server using a processor, generates a demand response event signal from the demand response action;the demand response event signal is provided via the communicative connection to the one or more networked interface devices; andthe one or more networked interface devices provide an indication array of usage of the resource to one or more customers.
  • 16. The mechanism of claim 15, wherein the indication array comprises: a first indication that there is a severe change in demand for a resource which results in an inability to use the resource;a second indication that there is a significant change in demand for the resource which precedes the severe change in demand; and/ora third indication that the demand for the resource is low and use of the resource has virtually no affect on availability of the resource.
Parent Case Info

This application is a continuation of U.S. patent application Ser. No. 12/245,560, filed on Oct. 3, 2008, entitled “Critical Resource Notification System and Interface Device”, which claims the benefit of U.S. Provisional Patent Application No. 60/977,909, filed on Oct. 5, 2007. U.S. patent application Ser. No. 12/245,560, filed on Oct. 3, 2008, is hereby incorporated by reference. U.S. Provisional Patent Application No. 60/977,909, filed on Oct. 5, 2007, is hereby incorporated by reference.

US Referenced Citations (147)
Number Name Date Kind
4110827 Shavit Aug 1978 A
4130874 Pai Dec 1978 A
4153936 Scmitz et al. May 1979 A
4419667 Gurr et al. Dec 1983 A
4850010 Stanbury et al. Jul 1989 A
4937760 Beitel et al. Jun 1990 A
5341142 Reis et al. Aug 1994 A
5500561 Wilhelm Mar 1996 A
5566084 Cmar Oct 1996 A
5572438 Ehlers et al. Nov 1996 A
5598349 Elliason et al. Jan 1997 A
5719854 Choudhury et al. Feb 1998 A
5822553 Gifford et al. Oct 1998 A
5892758 Argyroudis Apr 1999 A
6026375 Hall et al. Feb 2000 A
6195367 Jakobik et al. Feb 2001 B1
6209018 Ben-Shachar et al. Mar 2001 B1
6252950 Duty et al. Jun 2001 B1
6259723 Miyashita Jul 2001 B1
6278717 Arsenault et al. Aug 2001 B1
6289384 Whipple et al. Sep 2001 B1
6366926 Pohlmann et al. Apr 2002 B1
6446136 Pohlmann et al. Sep 2002 B1
6519509 Nierlich et al. Feb 2003 B1
6529723 Bentley Mar 2003 B1
6566926 Patterson May 2003 B1
6574581 Bohrer et al. Jun 2003 B1
6832249 Ciscon et al. Dec 2004 B2
6865685 Hammond et al. Mar 2005 B2
6985087 Soliman Jan 2006 B2
7010700 Foss et al. Mar 2006 B1
7039532 Hunter May 2006 B2
7069309 Dodrill et al. Jun 2006 B1
7260616 Cook Aug 2007 B1
7333880 Brewster et al. Feb 2008 B2
7337237 Salahshoor et al. Feb 2008 B2
7346467 Bohrer et al. Mar 2008 B2
7392115 Schindler Jun 2008 B2
7401086 Chorafakis et al. Jul 2008 B2
7528503 Rognli et al. May 2009 B2
7565227 Richard et al. Jul 2009 B2
7650289 Cooper et al. Jan 2010 B2
7676657 Lindholm et al. Mar 2010 B2
7702424 Cannon et al. Apr 2010 B2
7742953 King et al. Jun 2010 B2
7775191 Hou Aug 2010 B2
7797009 Kiiskila et al. Sep 2010 B2
7806845 Arm et al. Oct 2010 B2
7845576 Siddaramanna et al. Dec 2010 B2
7865252 Clayton Jan 2011 B2
7873441 Synesiou et al. Jan 2011 B2
7885718 Yano et al. Feb 2011 B2
7886166 Shnekendorf et al. Feb 2011 B2
7925384 Huizenga Apr 2011 B2
7941528 Hicks, III et al. May 2011 B2
7954726 Siddaramanna et al. Jun 2011 B2
7958229 Conway Jun 2011 B2
8023410 O'Neill Sep 2011 B2
8073558 Koch et al. Dec 2011 B2
8091794 Siddaramanna et al. Jan 2012 B2
8140658 Gelvin et al. Mar 2012 B1
8163276 Hedrick et al. Apr 2012 B2
8170774 Forte et al. May 2012 B2
8183995 Wang et al. May 2012 B2
8199773 Aubin et al. Jun 2012 B2
8232745 Chemel et al. Jul 2012 B2
8234876 Parsonnet et al. Aug 2012 B2
8260468 Ippolito et al. Sep 2012 B2
8260650 Miller Sep 2012 B2
8291243 Castelli et al. Oct 2012 B2
8327024 Pattison et al. Dec 2012 B2
8352094 Johnson et al. Jan 2013 B2
8373547 Benya et al. Feb 2013 B2
8406937 Verfuerth et al. Mar 2013 B2
8417391 Rombouts et al. Apr 2013 B1
20030016237 Hickey Jan 2003 A1
20030033230 McCall Feb 2003 A1
20030233064 Arm et al. Dec 2003 A1
20040034484 Solomita, Jr. et al. Feb 2004 A1
20040137897 Teixeira Jul 2004 A1
20040203649 Cashiola Oct 2004 A1
20050027636 Gilbert et al. Feb 2005 A1
20050152694 Chown Jul 2005 A1
20050172304 Tavares et al. Aug 2005 A1
20050194456 Tessier et al. Sep 2005 A1
20050229220 Fisher et al. Oct 2005 A1
20050262026 Watkins Nov 2005 A1
20070005195 Pasquale et al. Jan 2007 A1
20070222295 Wareham et al. Sep 2007 A1
20080011864 Tessier et al. Jan 2008 A1
20080046715 Balazs et al. Feb 2008 A1
20080167931 Gerstemeier et al. Jul 2008 A1
20080177678 Di Martini et al. Jul 2008 A1
20080262848 Shienbrood et al. Oct 2008 A1
20090046625 Diener et al. Feb 2009 A1
20090092062 Koch et al. Apr 2009 A1
20090187499 Mulder et al. Jul 2009 A1
20090198384 Ahn Aug 2009 A1
20090204977 Tavares et al. Aug 2009 A1
20090271255 Utter et al. Oct 2009 A1
20090281674 Taft Nov 2009 A1
20090295594 Yoon Dec 2009 A1
20090297488 Fraser et al. Dec 2009 A1
20090313083 Dillon et al. Dec 2009 A1
20090319090 Dillon et al. Dec 2009 A1
20090326726 Ippolito et al. Dec 2009 A1
20100057480 Arfin et al. Mar 2010 A1
20100076615 Daniel et al. Mar 2010 A1
20100076835 Silverman Mar 2010 A1
20100088261 Montalvo Apr 2010 A1
20100106342 Ko et al. Apr 2010 A1
20100106543 Marti Apr 2010 A1
20100114340 Huizenga et al. May 2010 A1
20100138363 Batterberry et al. Jun 2010 A1
20100168924 Tessier et al. Jul 2010 A1
20100274377 Kaufman et al. Oct 2010 A1
20100283606 Tsypin et al. Nov 2010 A1
20100324962 Nesler et al. Dec 2010 A1
20110016200 Koch Jan 2011 A1
20110040550 Graber et al. Feb 2011 A1
20110040666 Crabtree et al. Feb 2011 A1
20110046805 Bedros et al. Feb 2011 A1
20110093493 Nair et al. Apr 2011 A1
20110113068 Ouyang May 2011 A1
20110125542 Koch May 2011 A1
20110172836 Boss et al. Jul 2011 A1
20110172838 Pai et al. Jul 2011 A1
20110196539 Nair et al. Aug 2011 A1
20110196546 Muller et al. Aug 2011 A1
20110199209 Siddaramanna et al. Aug 2011 A1
20110212700 Petite Sep 2011 A1
20110231320 Irving Sep 2011 A1
20110258049 Ramer et al. Oct 2011 A1
20110301774 Koch Dec 2011 A1
20120066397 Koch et al. Mar 2012 A1
20120066686 Koch Mar 2012 A1
20120093141 Imes et al. Apr 2012 A1
20120109399 Tran May 2012 A1
20120136915 Koch et al. May 2012 A1
20120173030 Taft Jul 2012 A1
20120197456 Walter et al. Aug 2012 A1
20120197457 Walter et al. Aug 2012 A1
20120197458 Walter et al. Aug 2012 A1
20120245968 Beaulieu et al. Sep 2012 A1
20120277920 Koch Nov 2012 A1
20130035992 Silverman Feb 2013 A1
20130079931 Wanchoo et al. Mar 2013 A1
Foreign Referenced Citations (11)
Number Date Country
WO 2005033964 Apr 2005 WO
WO 2008027455 Mar 2008 WO
WO 2008027457 Mar 2008 WO
WO 2009006133 Jan 2009 WO
WO 2009020606 Feb 2009 WO
WO 2009023230 Feb 2009 WO
WO 2009027617 Mar 2009 WO
WO 2009085610 Jul 2009 WO
WO 2011065007 Jun 2011 WO
WO 2013025565 Feb 2013 WO
WO 2013055551 Apr 2013 WO
Non-Patent Literature Citations (41)
Entry
U.S. Appl. No. 12/895,640, filed Sep. 30, 2010.
U.S. Appl. No. 13/016,181, filed Jan. 28, 2011.
U.S. Appl. No. 13/016,265, filed Jan. 28, 2011.
U.S. Appl. No. 13/016,306, filed Jan. 28, 2011.
U.S. Appl. No. 13/272,086, filed Oct. 12, 2011.
U.S. Appl. No. 13/299,716, filed Nov. 18, 2011.
Coughlin et al., “Estimating Demand Response Load Impacts: Evaluation of Baseline Load Models for Non-Residential Buildings in California,” Lawrence Berkeley National Laboratory, Report No. LBNL-63728, 33 pages, Jan. 2008.
Cruz, “Tutorial on GPU Computing with an Introduction to CUDA,” 37 pages, prior to Nov. 17, 2011.
Honeywell, “Automated Demand Response—Southern California Program,” 2 pages, printed Aug. 1, 2011.
Honeywell, “The Perfect Response to Peak Events,” 4 pages, Nov. 2010.
http://en.wikipedia.org/wiki/Demand—response, “Demand Response,” 10 pages, printed Feb. 3, 2012.
https://buildingsolutions.honeywell.com/Cultures/en-US/Markets/Utilities/DemandResponse/, 1page, printed Feb. 3, 2012.
Kiliccote et al., “Findings from Seven Years of Field Performance Data for Automated Demand Response in Commercial Buildings,” Lawrence Berkeley National Laboratory, Report No. LBNL-3643E, May 2010.
Kiliccote et al., “Open Automated Demand Response for Small Commercial Buildings,” Lawrence Berkele National Laboratory, Report No. LBNL-2195E, 104 pages, Jul. 2009.
Kiliccote et al., “Open Automated Demand Response Communications in Demand Response for Wholesale Ancillary Services,” Lawrence Berkeley National Laboratory, Report No. LBNL-2945E, 13 pages, Nov. 2009.
Koch et al., “Architecture Concepts and Technical Issues for an Open, Interoperable Automated Demand Response Infrastructure,” Berkeley National Laboratory, Report No. LBNL-63664, 7 pages, Oct. 2007.
Koch et al., “Direct Versus Facility Centric Load Control for Automated Demand Response,” Lawrence Berkele National Laboratory, Report No. LBNL-2905E, 11 pages, Nov. 2009.
Koch et al., “Scenarios for Consuming Standardized Automated Demand Response Signals,” Lawrence Berkele National Laboratory, Report No. LBNL-1362E, 10 pages, Nov. 2008.
Koch, “The Demand Response Automation Server (DRAS),” Building Performance, http://www.akuacom.com/assets/pdf/ASHRAE—2008—Ed—Koch.pdf, 18 pages, prior to Nov. 17, 2011.
Piette et al., “Automated Critical Peak Pricing Field Tests: 2006 Pilot Program Description and Results,” Berkeley National Laboratory, Report No. LBNL-62218, 67 pages, Aug. 2007.
Piette et al., “Automated Critical Peak Pricing Field Tests: Program Description and Results,” Lawrence Berkeley National Laboratory, Report No. LBNL-59351, Apr. 2006.
Piette et al., “Design and Implementation of an Open, Interoperable Automated Demand Response Infrastructure,” Berkeley National Laboratory, Report No. LBNL-63665, 6 pages, Oct. 2007.
Piette et al., “Findings From the 2004 Fully Automated Demand Response Tests in Large Facilities,” Lawrence Berkeley National Laboratory, Report No. LBNL-58178, 197 pages, Sep. 2005.
Piette et al., “Linking Continuous Energy Management and Open Automated Demand Response,” Lawrence Berkeley National Laboratory, Report No. LBNL-1361E, 9 pages, Nov. 2008.
Piette et al. “Open Automated Demand Response Communications Specification,” Version 1.0, CEC-500-2009-063, 214 pages, Apr. 2009.
Piette et al., “Participation through Automation: Fully Automated Critical Peak Pricing in Commercial Buildings,” Berkeley National Laboratory, Report No. LBNL-60614, 14 pages, Aug. 13-18, 2006.
Watson et al., “Machine to Machine (M2M) Technology in Demand Responsive Commercial Buildings,” Berkeley National Laboratory, Report No. LBNL-55087, 18 pages, Aug. 2004.
Yin et al., “Auto-DR and Pre-Cooling of Buildings at Tri-City Corporate Center,” Lawrence Berkeley National Laboratory, Report No. LBNL-3348, 140 pages, Nov. 2008.
Holmberg, “Facility Interface to the Smart Grid,” National Institute of Standards and Technology, 7 pages, printed 2012.
Abdullah et al., “Demand-Side Energy Management Performed Using Direct Feedback via Mobile Systems: Enables Utilities to Deploy Consumer Based Demand Response Programs,” 2010 IEEE International Energy Conference and Exhibition, pp. 172-177, 2010.
European Search Report for Related Application No. EP 12169650.4, Dated Nov. 22, 2012.
U.S. Appl. No. 13/621,195 filed Sep. 15, 2012.
“Smart Demand Response: A Discussion Paper,” Energy Networks Association, energyuk, 44 pages, prior to Nov. 29, 2012.
International Search Report for PCT ApplicationSerial No. pct/us2012/058537, International Filing Date Oct. 3, 2012.
U.S. Appl. No. 13/689,551, filed Nov. 29, 2012.
http://www.naesb.org/pdf3/dsmee012308213.doc, “Demand Response Measurement and Verification Literature Review,” 29 pages, created Jan. 14, 2008, modified Dec. 18, 2012.
Hunt, “Automated Demand Response System and Advanced End-Use Services Platform,” Optimal Technologies, 31 pages, Sep. 24, 2004.
Olson, “New Approaches in Automating and Optimizing Demand Response to Solve Peak Load Management Problems,” Building IQ brochure, 8 pages, 2011.
Schisler et al., “The Role of Demand Response in Ancillary Services Markets,” IEEE, 3 pages, 2008.
Violette et al., “DRR Valuation and Market Analysis vol. II: Assessing the DRR Benefits and Costs,” Summit Blue Consulting, 112 pages, Jan. 6, 2006.
Zaidi et al., “Load Recognition for Automated Demand Response in Microgrids,” IEEE, pp. 2436-2439, 2010.
Related Publications (1)
Number Date Country
20120066397 A1 Mar 2012 US
Provisional Applications (1)
Number Date Country
60977909 Oct 2007 US
Continuations (1)
Number Date Country
Parent 12245560 Oct 2008 US
Child 13298706 US