MANAGEMENT OF SELF-POWERED AIR CONDITIONING SYSTEMS
20250244036 ยท 2025-07-31
Inventors
- Stella Maris Oggianu (West Hartford, CT, US)
- Hakan Yilmaz (Boca Raton, FL, US)
- Bart van Hassel (Weatogue, CT, US)
Cpc classification
H02J2310/12
ELECTRICITY
H02J4/00
ELECTRICITY
H02J3/32
ELECTRICITY
H02J3/144
ELECTRICITY
G06Q10/06
PHYSICS
H02J13/00016
ELECTRICITY
G06Q10/04
PHYSICS
F24F2140/50
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
F24F11/46
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
H02J13/00004
ELECTRICITY
International classification
Abstract
A system for energy management includes a utility server providing a load shape; an aggregator in communication with the utility server; a plurality of buildings; a plurality of assets associated with the plurality of buildings, at least one of the assets being an energy storage device; wherein the aggregator is configured to at least one of (i) supply energy from the energy storage device to satisfy the load shape or (ii) change a setting of an asset to satisfy the load shape.
Claims
1. A system for energy management, the system comprising: a utility server providing a load shape; an aggregator in communication with the utility server; a plurality of buildings; a plurality of assets associated with the plurality of buildings, at least one of the assets being an energy storage device; wherein the aggregator is configured to at least one of (i) supply energy from the energy storage device to satisfy the load shape or (ii) change a setting of an asset to satisfy the load shape.
2. The system of claim 1 wherein the aggregator includes a plurality of aggregators.
3. The system of claim 1, wherein the load shape includes a width and a height.
4. The system of claim 3 wherein the energy storage device is discharged to satisfy the width and the height of the required load shape.
5. The system of claim 3, wherein the load shape is scheduled in real time or in advance to satisfy the width and height of the required load shape.
6. The system of claim 1, wherein the assets include a plurality of energy storage devices.
7. The system of claim 6 wherein the aggregator discharges the plurality of energy storage devices to satisfy the load shape requested by the utility server.
8. The system of claim 7 wherein the aggregator charges the plurality of energy storage devices after satisfying the load shape requested by the utility server.
9. The system of claim 1, wherein the aggregator changes a setting of an asset to satisfy the load shape.
10. The system of claim 1, wherein the aggregator performs both (i) supply energy from the energy storage device to satisfy the load shape and (ii) change a setting of an asset to satisfy the load shape.
11. The system of claim 1, wherein the aggregator is configured to manage energy usage of one or more of the plurality of buildings and/or the plurality of assets to satisfy the load shape requested by the utility server.
12. The system of claim 1, wherein the utility server, the aggregator, the plurality of buildings and the plurality of assets are arranged in a multilevel architecture.
13. The system of claim 1, wherein the utility server, the aggregator, the plurality of buildings and the plurality of assets are arranged in a mesh architecture.
14. The system of claim 1, wherein the energy storage device is configured to power a first unit of an air conditioning system.
15. The system of claim 14, wherein the first unit is an outdoor unit of the air conditioning system.
16. A method for energy management, the method comprising: obtaining a load shape from a utility server; at an aggregator, initiating at least one of (i) supplying energy from an energy storage device to satisfy the load shape or (ii) changing a setting of an asset to satisfy the load shape.
17. A computer program embodied on a non-transitory computer-readable storage medium, the computer program including instructions for causing a processor to implement a process for energy management, the process comprising: obtaining a load shape from a utility server, at an aggregator, initiating at least one of (i) supplying energy from an energy storage device to satisfy the load shape or (ii) changing a setting of an asset to satisfy the load shape.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0024] The present disclosure is illustrated by way of example and not limited in the accompanying figures in which like reference numerals indicate similar elements.
[0025]
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DETAILED DESCRIPTION
[0041] With current global electrification and decarbonization efforts, there are incentives to use efficient, optimized, all-electric air conditioning systems that provide comfort while being dispatchable (on-off, adjusted or variable) under different pricing conditions, or after receiving a utility signal. By way of example, the utility signal may be received from an electrical AC power grid, and may include an independent system operator (ISO), which may include an independent, federally regulated entity established to coordinate regional transmission in a non-discriminatory manner and ensure the safety and reliability of the electric system, or a regional transmission organization (RTO) which may operate bulk electric power systems across much of a geographic area and are generally independent, membership-based, non-profit organizations that ensure reliability and optimize supply and demand bids for wholesale electric power, or from a virtual power plant, generally considered to include a connected aggregation of distributed energy resource (DER) technologies providing integration of renewables and demand flexibility. Reference to a utility refers to one or more entities involved in the generation, transmission and/or distribution of electrical power.
[0042] Embodiments described herein relate to an air conditioning system that includes electrical energy storage systems (e.g., batteries, supercapacitors) to provide a level of dispatchability needed to interconnect with the electrical power grid.
[0043]
[0044] In the example shown in
[0045] The system 100 includes a controller 220, a power converter 230 and an energy storage device (ESD) 240.
[0046] The first unit 200 may include a heat exchanger (not shown) that will serve as a condenser/gas cooler and/or as an evaporator, as part of a vapor compression refrigeration cycle.
[0047] In the FIGURES, the locations of all components in the drawings are examples, and embodiments include modification of the locations of components shown in the drawings. For example, components illustrated as connected to the first unit 200, may be retrofit components added to an existing first unit 200. Although shown as separate boxes, elements may be joined into sub-assemblies and assemblies, anywhere in the system, indoor or outdoor, without departing from embodiments of the disclosure.
[0048] The controller 220 may communicate with an air conditioning controller system controller and/or an energy storage device controller. In some embodiments, a single controller may implement all the functions of the controller 220, air conditioning controller and energy storage device controller. The controller 220 communicates with components of the described systems using wired and/or wireless connections, which are not illustrated in the drawings.
[0049] The system of
[0050]
[0051] The controller 220 includes a memory 226 that may store a computer program executable by the processor 224, reference data, sensor data, etc. The memory 226 may be implemented using known devices, such as random access memory. The controller 220 includes a communication unit 228 which allows the controller 220 to communicate with other components of the system 100, such as first unit 200, second units 250 and a thermostat 260. The communication unit 228 may be implemented using wired connections (e.g., LAN, ethernet, twisted pair, etc.) and/or wireless connections (e.g., Wi-Fi, near field communications (NFC), Bluetooth, etc.).
[0052] In some embodiments, communication unit 228 may provide high-speed data communications over existing wiring systems and/or communication with newer equipment having a high-speed bus, while maintaining communications with existing equipment (e.g., having RS-485 communications bus). In some embodiments, an HVAC equipment may include 4 wires used for data communications, Power, Ground, Data+, and Data. Of these lines, Data+ and Data are used to carry the low-speed, standard RS-485 data. The power line is used to power the wall control and comes from a second unit 250. This same power line is carried to the first unit 200 although it is generally not used. The ability to take advantage of the power and ground lines of the 4-wire system (referred to as Power Line Communications (PLC) technology) allows digital/data signals to be sent over power lines. In some embodiments, PLC technology may allow for data transmission at or near gigabit speed rates using standard 2-conductor wiring. This includes the 2 wires represented by Power and Ground of the HVAC equipment. It should be appreciated that other data transmission speeds may be possible. In some embodiments, the communication unit 228 of the present disclosure may be configured such that, while the PLC high-speed communication is occurring over the Power and Ground line of the 4-wire system, the low-speed RS-485 communication can also be occurring on the Data+ and Data-lines. In some embodiments, the ability to use high speed communications or a combination of high speed and low speed communications enable the controller 220 to utilize machine-learning (ML) based or artificial intelligence (AI) based, algorithms. In some embodiments, the high speed and low speed communications may occur approximately simultaneously (e.g., within milliseconds of one another). This may allow the standard HVAC wire to communicate with both RS-485 controlled equipment as well as HVAC equipment which contains the additional PLC transceivers. This may be advantageous because both new high-speed HVAC equipment and existing RS-485 HVAC equipment can co-exist on existing wiring of the building.
[0053] Referring to
[0054] The energy storage device 240 is configured to provide, under certain circumstances, at least a portion of the power to operate one or more of components of the air conditioning system, such as the first unit 200, the second unit(s) 250, along with the indoor load(s) 270, and any other loads. The energy storage device 240 may be implemented using apparatus for storing electrical energy including one or more of, for example, a battery, battery modules, battery cells, supercapacitor, etc. The battery 240 may include several cells in either modular form or as a stand-alone, multi-cell array. The battery 240 may be made of a single or multiple packaged self-contained systems, battery modules or individual cells. The battery 240, such as a complete plug and play battery, may include a box, wires, cells, and modules. For example, the battery 240 may include a group of cells configured into a self-contained mechanical and electrical unit. The energy storage device 240 may include other components (e.g., an ESD management system (ESDMS)) that are electrically coupled to the energy storage device 240 and may be adapted to communicate directly or through the ESDMS to controller 220.
[0055] The first unit 200 also includes components used as part of the air conditioning system, and includes a compressor 242, one or more drives 244, a fan 246, and other loads 248, and a control unit (not shown). A heat exchanger (not shown) in the first unit 200 may act as evaporator or condenser/gas cooler. These components are described in further detail herein when relevant to embodiments.
[0056] In a split system, inside the building 102, one or more second units 250 are positioned to condition one or more zones of the building 102. The second units 250 may be employed using a variety of known second units, including variable air volume (VAV) units, liquid cooled second units, fan coil units, furnaces, air handler(s), etc., which usually include heat exchangers. In other types of systems (e.g., packaged or chillers) the second unit(s) 250 may be located outdoors and include any form of heat exchangers such as cooling towers, etc.
[0057] An optional thermostat 260 provides a user interface for the air conditioning system 100, and allows the user to enter operational modes of the air conditioning system 100, enter setpoints for various zones of the system 100, etc. The indoor loads 270 may be supplied electrical power by the first unit 200. The indoor loads 270 include a wide variety of loads, such as appliances, lighting, electric vehicle chargers, etc. A thermostat 260 is not required and other techniques may be used for control of the air conditioning system.
[0058]
[0059] As shown in
[0060] The AC power grid 302 is connected to indoor AC loads 308 (such as an air handler, or any fixture in residential, commercial, industrial buildings or data centers). The AC power grid 302 is also provided to an AC/AC converter 310 which supplies conditioned AC power to a compressor drive 244A of the compressor 242 and the fan 246. The AC/AC converter 310 may control the amplitude, frequency, phase, etc. of AC power provided to the compressor drive 244A of the compressor 242 and the fan 246.
[0061] The AC power grid 302 may also be connected to one of a unidirectional or a bi-directional AC/DC converter 312 which interfaces the AC power bus 305 with a DC power bus 313. The DC power bus 313 supplies power to the DC loads 248, which may be located in the first unit 200. Under certain conditions, the DC power bus 313 supplies power to the one or more of components of the air conditioning system (e.g., compressor 242 and fan 246) through the bi-directional AC/DC converter 312 and the AC/AC converter 310. This allows the one or more of components of the air conditioning system to operate independent of, or in conjunction with, the AC power grid 302. The bi-directional AC/DC converter 312 also allows power from the DC bus 313 to be directed to the AC power grid 302.
[0062] The DC power bus 313 may be powered by the energy storage device 240. In charging mode, the DC power bus 313 is used to charge the energy storage device 240 (charger not shown). The DC power bus 313 may also be powered by one or more auxiliary DC sources 314, such as solar DC power, wind DC power, geothermal DC power, fuel cells, etc. A DC/DC converter 316 may be used to couple the auxiliary DC sources 314 to the DC power bus 313. The DC power bus 313 may provide power to indoor DC loads 318. A DC/DC converter 320 may be used to couple the indoor DC loads 318 to the DC power bus 313. A DC/AC converter 347 may be used to couple the DC power bus 313 to indoor AC loads 308 through a disconnect 348. In some operating modes, the energy storage device 240 is used to power indoor AC loads 308. The AC/AC converter 310, the AC/DC converter 312, the DC/DC converter 320, the DC/DC converter 316 and the DC/AC converter 347 may be implementations of the power converter 230 in
[0063] The compressor drive 244A may be implemented in a variety of manners. In one embodiment, the compressor drive 244A is a switch, such as a contactor or relay, that connects the compressor 242 to the output of the AC/AC converter 310. In other embodiments, the compressor drive 244A may be a power converter, such as an AC/AC converter or an AC/DC converter.
[0064] An optional DC/DC converter 241 may provide power conversion between the energy storage device 240 and the DC power bus 313. The DC/DC converter 241 may be a bi-directional converter used to step up or step down a DC voltage so that the energy storage device 240 can power the DC power bus 313 and the DC power bus 313 can charge the energy storage device 240. The DC/DC converter 241 may be part of the energy storage device 240 or may be a separate component from the energy storage device 240.
[0065] The electrical architecture of
[0066]
[0067]
[0068] The fan 246 is provided power from a fan drive 244B. The fan drive 244B may be a switch, such as a contactor or relay, that connects the fan 246 to the AC power bus 305. In other embodiments, the fan drive 244B may be a power converter, such as an AC/AC converter or an AC/DC converter. The fan drive 244B may be controlled by the controller 220.
[0069] The electrical architecture of
[0070]
[0071] In
[0072] The compressor drive 244A may be a switch, such as a contactor or relay, that connects the compressor 242 to the DC power bus 313. In other embodiments, the compressor drive 244A may be a power converter, such as a DC/AC converter or a DC/DC converter. The compressor drive 244A may be controlled by the controller 220.
[0073] The electrical architecture of
[0074]
[0075]
[0076] The electrical architecture of
[0077]
[0078] Not all components of the first unit 200 are shown for ease of illustration and explanation. The power converter 230 may be used in conjunction with the embodiments described above, or other embodiments. For example, one or more auxiliary DC sources 314 may be connected to the energy storage device 240 (via a DC bus) to supplement power from the energy storage device 240. As shown in
[0079] Both the AC/DC converter 370 and the DC/AC converter 372 operate under the control of the controller 220. Between the AC/DC converter 370 and the DC/AC converter 372 is a DC link 371 that is connected to the energy storage device 240, optionally through the DC/DC converter 241. Under this arrangement, energy storage device 240 may be charged by the power converter 230. Alternatively, the energy storage device 240 may provide DC power to the DC link 371 to power the DC/AC converter 372 and the compressor 242. This allows the first unit 200 to operate independent of, or in conjunction with, the AC power grid 302. The AC/DC converter 370 may be bi-directional to allow the energy storage device 240 to provide power to, and be charged from, the AC power grid 302.
[0080] The controller 220, the power converter 230, the energy storage device 240, DC\DC converters 320 and 316, and DC/AC converter 347, and the DC/DC converter 241 may be retrofit to an existing first unit 200. This allows the energy storage device 240 to be added to existing air conditioning systems to enable the first unit 200 to operate independent of the AC power grid 302 or operate under power from both the AC power grid 302 and the energy storage device 240. It allows also for auxiliary power sources to be added in a modular way.
[0081] The electrical architecture of
[0082]
[0083] Not all components of the first unit 200 are shown for ease of illustration and explanation. The power converter 230 may be used in conjunction with the embodiments described above, or other embodiments. For example, one or more auxiliary DC sources 314 may be connected to the energy storage device 240 (via a DC bus) to supplement power from the energy storage device 240.
[0084] In
[0085] The controller 220, the power converter 230, the energy storage device 240 may be retrofit to an existing first unit 200. This allows the energy storage device 240 to be added to existing air conditioning systems to enable the first unit 200 to operate independent of the AC power grid 302 or operate under power from both the AC power grid 302 and the energy storage device 240.
[0086] The electrical architecture of
[0087]
[0088]
[0089] The controller 220, the power converter 230, the energy storage device 240 and the DC/DC converter 241 may be retrofit to an existing first unit 200. This allows the energy storage device 240 to be added to existing air conditioning systems to enable the first unit 200 to operate independent of the AC power grid 302 or operate under power from both the AC power grid 302 and the energy storage device 240.
[0090] Not all components of the first unit 200 are shown for ease of illustration and explanation. The power converter 230 may be used in conjunction with the embodiments described above, or other embodiments. For example, one or more auxiliary DC sources 314 may be connected to the energy storage device 240 (via a DC bus) to supplement power from the energy storage device 240.
[0091] The electrical architecture of
[0092]
[0093]
[0094] Not all components of the first unit 200 are shown for ease of illustration and explanation. The power converter 230 may be used in conjunction with the embodiments described above, or other embodiments. For example, one or more auxiliary DC sources 314 may be connected to the energy storage device 240 (via a DC bus) to supplement power from the energy storage device 240.
[0095] The controller 220, the power converter 230 and the energy storage device 240 may be retrofit to an existing first unit 200. This allows the energy storage device 240 to be added to existing air conditioning systems to enable the first unit 200 to operate independent of the AC power grid 302 or operate under power from both the AC power grid and the energy storage device 240.
[0096] The electrical architecture of
[0097]
[0098] As shown in
[0099] The multilevel inverter 382 synthesizes a sinusoidal current waveform to run and control the compressor 242. This is done traditionally by a two-level inverter. Integration with the energy storage device 240 allows for a natural progression to higher order inverters. Three and five level inverters require independent power supplies to set the voltage levels. In the embodiment of
[0100]
[0101] The voltage levels used in the multilevel inverter 382 do not need to be supplied by separate battery modules. The voltage levels used to create the sinusoidal output waveform can be created using one battery module, with the battery voltage being split, for example, by capacitors.
[0102] Referring the
[0103] The electrical architecture of
[0104] In the above embodiments, one or more auxiliary DC sources 314 may be used to provide DC power. The one or more auxiliary DC sources 314, may include sources such as solar DC power, wind DC power, geothermal DC power, fuel cells, etc.
[0105]
[0106] One or both of the controller 220 and the thermostat 260 may be in communication with a remote system 410 over a network 406. The network 406 may be a long range network and may be implemented by a variety of communication protocols. The network 406 may be implemented via one or more networks, such as, but are not limited to, one or more of WiMax, a Local Area Network (LAN), Wireless Local Area Network (WLAN), a Personal area network (PAN), a Campus area network (CAN), a Metropolitan area network (MAN), a Wide area network (WAN), a Wireless wide area network (WWAN), or any broadband network, and further enabled with technologies such as, by way of example, Global System for Mobile Communications (GSM), Personal Communications Service (PCS), Bluetooth, Wi-Fi, Matter, Fixed Wireless Data, 2G, 2.5G, 3G (e.g., WCDMA/UMTS based 3G networks), 4G, IMT-Advanced, pre-4G, LTE Advanced, 5G, 6G, mobile WiMax, WiMax 2, WirelessMAN-Advanced networks, enhanced data rates for GSM evolution (EDGE), General packet radio service (GPRS), enhanced GPRS, iBurst, UMTS, HSPDA, HSUPA, HSPA, HSPA+, UMTS-TDD, 1RTT, EV-DO, messaging protocols such as, TCP/IP, SMS, MMS, extensible messaging and presence protocol (XMPP), real time messaging protocol (RTMP), instant messaging and presence protocol (IMPP), instant messaging, USSD, IRC, or any other wireless data networks, broadband networks, or messaging protocols.
[0107] The remote system 410 may be embodied as any type of processor-based computation or computer device capable of performing the functions described herein, including, without limitation, a computer, a server, a workstation, a desktop computer, a laptop computer, a notebook computer, a tablet computer, a mobile computing device, a wearable computing device, a network appliance, a web appliance, a distributed computing system (e.g., cloud computing), a processor-based system, and/or a consumer electronic device. The remote system 410 provides information that is used by the controller 220 and/or thermostat 260 to implement an energy management routine that controls how power is consumed by the one or more components of the air conditioning system and the loads 270. The information provided by the remote system 410 may include utility pricing, indicating the cost of electricity on the AC power grid 302 and weather information, which may be used to predict future utility pricing and usage of the one or more components of the air conditioning system. The utility pricing and weather may be pushed to, or pulled by, the remote system 410 using known networking techniques. The utility pricing and/or weather may be determined in real time or be forecasts of future conditions.
[0108] In the above-described embodiments, the controller 220 communicates with components of the described systems using wired and/or wireless connections, which are not illustrated in the drawings. Depending on the power sources used in an operation mode (e.g., one or more of AC grid power, energy storage device power, auxiliary power sources, etc.) the controller 220 sends command signals to the various system components, (for example, AC/AC converter 310, AC/DC converter 312, DC/AC converter 347, DC/DC converter 320, DC/DC converter 316, DC/DC converter 241, AC/DC converter 370, DC/AC converter 372, AC/DC converter 380 and/or multilevel inverter 382, AC disconnect 304, etc.) to route power to one or more components of the air conditioning system, such as the first unit 200, the second unit(s) 250, along with the indoor load(s) 270, and any other loads.
[0109]
[0110] If a request for a reduction in energy usage is present, flow proceeds to 602 where a user (e.g., a customer of the utility) can approve or deny the request to reduce energy usage. The approve or deny determination may be pre-established by the user and pre-programmed into the controller 220 and/or the thermostat 260. For example, the user may wish to always reduce energy consumption, regardless of the terms. The user may wish to never reduce energy consumption, regardless of the terms. The user may wish to reduce energy consumption only if the utility offers an incentive. The approve or deny determination at 602 may also be in real time, where the user enters an approval or denial of reduced energy consumption through the thermostat 260 or through a mobile device.
[0111] If the user approves reduced energy usage at 602, flow proceeds to 604 where one or more components of the air conditioning system (if needed), and/or other loads, are powered, at least in part, by the energy storage device 240. This may entail opening the AC disconnect 304 (e.g., power from the AC power grid 302 is zero) and powering one or more components of the air conditioning system and/or other loads, using only the energy storage device 240. Operating one or more components of the air conditioning system and/or other loads may also include using both the AC power grid 302 and the energy storage device 240, in conjunction, to power the one or more components of the air conditioning system and/or other loads. The controller 220 can limit the amount of power drawn from the AC power grid 302 by controlling the various power converters 230 in the system (e.g., AC/AC converter 310, AC/DC converter 312, DC/AC converter 347, DC/DC converter 320, DC/DC converter 316, DC/DC converter 241, AC/DC converter 370, DC/AC converter 372, AC/DC converter 380 and/or multilevel inverter 382) to reduce the amount of AC power drawn from the AC power grid 302. The energy storage device 240 and the AC power grid 302 are used in conjunction to power one or more components of the air conditioning system and/or one or more loads.
[0112] Operating the one or more components of the air conditioning system using the energy storage device 240 may also include limiting the amount of power used from the AC power grid 302 to a power limit (e.g., 1 kW during 2 hours). The controller 220 can limit the amount of power drawn from the AC power grid 302 by controlling the various power converters 230 in the system (e.g., AC/AC converter 310, AC/DC converter 312, DC/AC converter 347, DC/DC converter 320, DC/DC converter 316, DC/DC converter 241, AC/DC converter 370, DC/AC converter 372, AC/DC converter 380 and/or multilevel inverter 382) to reduce the amount of AC power drawn from the AC power grid 302. At 604, other loads may be powered by the energy storage device 240, including indoor load(s) 270, which may include indoor DC load(s) 318 and/or indoor AC load(s) 308. The process returns to 600.
[0113] At some point, the energy storage device 240 will lack sufficient charge such that the one or more components of the air conditioning system will need to be powered exclusively by the AC power grid 302. The controller 220 can detect when a status, such as state of charge (SOC), state of health (SoH), voltage, temperature, etc., of the energy storage device 240 is not within acceptable limits to power the one or more components of the air conditioning system or other loads. If the status of the energy storage device 240 is not within acceptable limits, the one or more components of the air conditioning system and/or other loads need to be powered by the AC power grid 302. This results in discontinuing discharging the energy storage 240 and/or initiating charging the energy storage device 240.
[0114] If the utility, or some other source, has not requested to reduce the energy usage at 600, flow proceeds to 606 where the controller 220 determines if the system 100 should use power from the energy storage device 240. One example of a situation where the system 100 should use power from the energy storage device 240 occurs when the utility power is at least one of at a peak price, approaching a grid capacity or at the grid capacity. This determination may be made in real time or may be made previously using forecasting and communicated to the air conditioning system from the utility. Peak price does not necessarily require that the price for electricity be at a maximum, but is generally known in the art as a period of higher than average energy costs. Whether the utility is at a peak price may be determined by utility pricing obtained from the remote system 410 or current or future weather information obtained from the remote system 410. This information may also be locally stored at controller 220. If the utility is at least one of at a peak price, approaching a grid capacity or at the grid capacity, flow proceeds to 604 where the one or more components of the air conditioning system and loads 270, including indoor AC loads 308 and/or other loads are powered by the energy storage device 240 alone or in conjunction with the AC power grid 302. The controller 220 can limit the amount of power drawn from the AC power grid 302 by controlling the various power converters 230 in the system, as noted above. The utility power at a peak price and grid capacity are not the only factors that may be relied on in determining that the system should use power from the energy storage device 240.
[0115] With respect to grid capacity, information regarding the grid capacity and current grid load can be obtained from a remote system, such as the source of the utility pricing. If the AC power grid 302 is at grid capacity or approaching grid capacity (e.g., within a threshold range of grid capacity and, optionally, increasing), then it may be prudent to use power from the energy storage device 240 to avoid a power disruption.
[0116] Another example of a situation where the system should use power from the energy storage device 240 occurs when a user requests reduced energy usage. The user may use the thermostat 260 to place the system 100 in reduced energy usage mode (e.g., eco-friendly mode) which causes the system to use power from the energy storage device 240 to power one or more components of the air conditioning system.
[0117] In another example, the system may use power from the energy storage device 240 based on machine learning (ML) and/or artificial intelligence (AI) control algorithms implemented by controller 220 based on data from block 602 (e.g., User agree), or based on data from block 600 (e.g., Request reduced energy usage).
[0118] If at 606, the system should not use power from the energy storage device 240, flow proceeds to 608 where the energy storage device 240 is charged using the AC power grid 302. At 610, the controller 220 determines if the battery status is within acceptable limits, including state of charge (SOC), state of health (SoH), temperature, voltage, or status beyond safety and/or operational limits. If yes, flow returns to 600. At 610, the controller 220 can detect parameters of the energy storage device 240, to confirm that parameters such as state of health of the battery, operating range, temperature range, voltages, capacity, etc., are within the valid limits.
[0119] It should be noted that the energy storage device 240 may be charged even if the utility power is at a peak price. This may include failure modes, test modes, etc. Thus, charging the energy storage device 240 is not limited to off-peak utility power price times.
[0120] If at 610, the energy storage device has a status that is not within acceptable limits, flow proceeds to 612 where the energy storage device 240 may be charged if the SoC is low or may be disconnected completely if the energy storage device 240 is not operating per safety and/or operational limits.
[0121] While
[0122] One or more operations of the process of
[0123] In other embodiments, the controller 220 and/or the thermostat 260 executes a system enhancement routine to improve performance of the entire air conditioning system, based on optimization (including model predictive controls) or machine learning techniques, considering carbon impact, energy performance, energy cost, lifecycle cost, lifetime impact on equipment, reliability. The system enhancement routine may operate with or without use of information regarding weather, occupancy, historical usage, customer preferences, equipment performance maps (HVAC, battery), potential for energy outages etc. Machine learning techniques on customer preferences, usage, elasticity of decisions regarding temperature, cost, environmental issues, etc. could be used to improve controls logic, and optimization. Other control strategies such as pre-cooling and preheating, that have an advantage on cost, performance, efficiency, environment, comfort, reliability, may be implemented by the controller 220 and/or the thermostat 260.
[0124]
[0125]
[0126] A utility server 904 is at a top level of a multilevel architecture and provides information related to the utility, such as current pricing of electricity on the AC power grid 302, current availability of electricity on the AC power grid 302, future pricing of electricity on the AC power grid 302, future availability of electricity on the AC power grid 302, etc. The utility server 904 may also generate a load shape to be satisfied by one or more air conditioning device, including the self-powered air conditioning systems, as described herein. The utility server 904 may be embodied as any type of processor-based computation or computer device capable of performing the functions described herein, including, without limitation, a computer, a server, a workstation, a desktop computer, a laptop computer, a notebook computer, a tablet computer, a mobile computing device, a wearable computing device, a network appliance, a web appliance, a distributed computing system (e.g., cloud computing), a processor-based system, and/or a consumer electronic device.
[0127] At the next level of the architecture is one or more aggregators 906. The aggregator(s) 906 may be embodied as any type of processor-based computation or computer device capable of performing the functions described herein, including, without limitation, a computer, a server, a workstation, a desktop computer, a laptop computer, a notebook computer, a tablet computer, a mobile computing device, a wearable computing device, a network appliance, a web appliance, a distributed computing system (e.g., cloud computing), a processor-based system, and/or a consumer electronic device. A plurality of aggregator(s) 906 may be used in the system 900, with each aggregator 906 associated with a region which can include one or more buildings, district levels, data-centers, clusters, sub-levels, etc.
[0128] At the next level of the architecture is one or more buildings 908. The term building is intended to encompass a wide variety of structures and facilities, such as residential, commercial, industrial, health care, military, data centers, district loops, educational, etc. One or more of the buildings 908 may be at the same level in the architecture of the aggregator(s) 906. Each building 908 includes a controller 910. Each controller 910 may be implemented using the controller 220 and/or the thermostat 260 as described herein. The controller 910 performs communication with the aggregator(s) 906 and assets 912.
[0129] At the next level of the architecture is one or more assets 912 associated with each building 908. The assets 912 may be energy consumers, storage and/or energy producers. Example assets 912 include appliances, energy storage devices, electric vehicles, air conditioning systems, heat pumps, chillers, appliances, etc. Any of the loads, sources, storage devices, etc., discussed with reference to
[0130] A lower level of sub-assets 914 may be positioned below each asset 912 in the architecture. As shown in
[0131] The aggregator(s) 906 serves as a negotiator between buildings 908 (including the assets 912 and sub-assets 914) and the utility server 904. The system 900 provides a multilevel capability to dynamically and/or in-advance negotiate energy/electricity contributions from individuals customers to aggregated levels, to utility levels, to be able to a) meet individual customer expectations (comfort, energy, carbon); b) meet utility needs (asset utilization, carbon release); c) maximize revenue at aggregated levels, including meeting sustainability goals; and d) dynamically respond to unplanned events/outages/circumstances.
[0132] The individual customers will be able to pre-determine decisions such as pre/postpone-cooling, heating, data processing schedulers, use of electrical appliances, and adjust them real time based on incentives that will be provided to meet the overall requirements and satisfaction levels. Alternatively, the system can be fully autonomous, acting proactively based on best practices, without customer pre-determination, and correcting system behavior based on individual customer feedback. The system 900 may utilize a mix of model predictive controls for forecasting/controlling, complemented with machine learning and multi-agent controls, clustering, inferring, as well as optimization and negotiation schemes.
[0133]
[0134]
[0135] The aggregators 906 coordinate with controller(s) 910 the charging and discharging of energy storage devices 240 at each asset 912 to satisfy a load shape provided by the utility server 902 and then recharge the energy storage devices 240. The system 900 has the capability to forecast loads and/or available dispatchable power to each asset 912. This information can be used by assets 912, building(s) 908, controller(s) 910 and/or aggregators) 906 as inputs to the decision making process.
[0136]
[0137] At time 15, the load shape occurs and one or more energy storage devices 240 is discharged to satisfy the load shape. The load shape has a width and height as specified by the utility. In
[0138] From time 21 to time 27, one or more energy storage devices 240 are charged from the AC power grid 302. This is represented by a charge cycle showing an increased load on the AC power grid 302 and the available stored power across one or more energy storage devices 240 increasing from 3 KW to 0 KW.
[0139] At time 29, a second load shape occurs and one or more energy storage devices 240 are discharged to satisfy the load shape. In
[0140] From time 34 to time 39, one or more energy storage devices 240 are charged from the AC power grid 302. This is represented by a charge cycle showing an increased load on the AC power grid 302 and the available stored power across one or more energy storage devices 240 increasing from 3 KW to 0 KW.
[0141] At time 39, a third load shape event occurs and one or more energy storage devices 240 are discharged to satisfy the load shape. In
[0142] The assets 912, and the associated energy storage devices 240, used to satisfy the load shape may be selected based on various criteria. Owners of an asset may opt in or opt out of satisfying the load shape, where opting in to satisfying the load shape will result in financial incentives to the owner of the asset. The aggregator 906 may select assets and the associated energy storage devices 240 based on state of charge of the energy storage devices 240. It may also be helpful to periodically select certain energy storage devices 240 to satisfy the load shape and cycle the energy storage devices 240 through a discharge and charge cycle. It is noted that the load shape may be negative, meaning the utility is attempting to shed power from the AC power grid 302. This results in negative utility pricing for assets 912 receiving the power.
[0143] The method of satisfying the utility load shape includes controlling the time and rate of charging and discharging energy storage devices through the load of air conditioning systems in buildings. This enables adjusting the time and direction of the load that is imposed on the electric power grid, the height and width of the load shape, and the ramp-rate and turndown-rate in addition to controlling the energy storage capacity that gets applied for stabilizing the grid from each air conditioning system. Predicted Mean Vote (PMV) is one technique that can be used to guarantee comfort by switching load from one air conditioning system to another when such constraints are applied.
[0144] The use of load shaping maximizes the compensation that participants receive while minimizing the impact on comfort and convenience through a cooperative effort to stabilize the grid. The return on investment of their HVAC system is increased by monetizing its demand flexibility.
[0145] As described above, embodiments can be in the form of processor-implemented processes and devices for practicing those processes, such as a controller 220, utility server 904, aggregator 906 and controller 910. Embodiments can also be in the form of computer program code containing instructions embodied in tangible media, such as network cloud storage, SD cards, flash drives, floppy diskettes, CD ROMs, hard drives, or any other computer-readable storage medium, wherein, when the computer program code is loaded into and executed by a computer, the computer becomes a device for practicing the embodiments. Embodiments can also be in the form of computer program code, for example, whether stored in a storage medium, loaded into and/or executed by a computer, or transmitted over some transmission medium, loaded into and/or executed by a computer, or transmitted over some transmission medium, such as over electrical wiring or cabling, through fiber optics, or via electromagnetic radiation, wherein, when the computer program code is loaded into an executed by a computer, the computer becomes a device for practicing the embodiments. When implemented on a general-purpose microprocessor, the computer program code segments configure the microprocessor to create specific logic circuits.
[0146] The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the present disclosure. As used herein, the singular forms a, an and the are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms comprises and/or comprising, when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, element components, and/or groups thereof.
[0147] Those of skill in the art will appreciate that various example embodiments are shown and described herein, each having certain features in the particular embodiments, but the present disclosure is not thus limited. Rather, the present disclosure can be modified to incorporate any number of variations, alterations, substitutions, combinations, sub-combinations, or equivalent arrangements not heretofore described, but which are commensurate with the scope of the present disclosure. Additionally, while various embodiments of the present disclosure have been described, it is to be understood that aspects of the present disclosure may include only some of the described embodiments. Accordingly, the present disclosure is not to be seen as limited by the foregoing description, but is only limited by the scope of the appended claims.