CN109844654B - 条件控制负载和双向分布式储能系统的随机的基于分组的功率管理系统和方法 - Google Patents
条件控制负载和双向分布式储能系统的随机的基于分组的功率管理系统和方法 Download PDFInfo
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- CN109844654B CN109844654B CN201780058348.8A CN201780058348A CN109844654B CN 109844654 B CN109844654 B CN 109844654B CN 201780058348 A CN201780058348 A CN 201780058348A CN 109844654 B CN109844654 B CN 109844654B
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/06—Energy or water supply
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/10—Complex mathematical operations
- G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for AC mains or AC distribution networks
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for AC mains or AC distribution networks
- H02J3/003—Load forecast, e.g. methods or systems for forecasting future load demand
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for AC mains or AC distribution networks
- H02J3/12—Circuit arrangements for AC mains or AC distribution networks for adjusting voltage in AC networks by changing a characteristic of the network load
- H02J3/14—Circuit arrangements for AC mains or AC distribution networks for adjusting voltage in AC networks by changing a characteristic of the network load by switching loads on to, or off from, network, e.g. progressively balanced loading
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J2310/00—The network for supplying or distributing electric power characterised by its spatial reach or by the load
- H02J2310/10—The network having a local or delimited stationary reach
- H02J2310/12—The local stationary network supplying a household or a building
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B70/00—Technologies for an efficient end-user side electric power management and consumption
- Y02B70/30—Systems integrating technologies related to power network operation and communication or information technologies for improving the carbon footprint of the management of residential or tertiary loads, i.e. smart grids as climate change mitigation technology in the buildings sector, including also the last stages of power distribution and the control, monitoring or operating management systems at local level
- Y02B70/3225—Demand response systems, e.g. load shedding, peak shaving
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/70—Reducing energy consumption in communication networks in wireless communication networks
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S20/00—Management or operation of end-user stationary applications or the last stages of power distribution; Controlling, monitoring or operating thereof
- Y04S20/20—End-user application control systems
- Y04S20/222—Demand response systems, e.g. load shedding, peak shaving
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- Power Engineering (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Economics (AREA)
- Health & Medical Sciences (AREA)
- Data Mining & Analysis (AREA)
- Computational Mathematics (AREA)
- Pure & Applied Mathematics (AREA)
- Mathematical Physics (AREA)
- Mathematical Optimization (AREA)
- Mathematical Analysis (AREA)
- Water Supply & Treatment (AREA)
- General Business, Economics & Management (AREA)
- Tourism & Hospitality (AREA)
- Strategic Management (AREA)
- Primary Health Care (AREA)
- Marketing (AREA)
- Human Resources & Organizations (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Bioinformatics & Computational Biology (AREA)
- Software Systems (AREA)
- Probability & Statistics with Applications (AREA)
- Evolutionary Biology (AREA)
- Algebra (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Databases & Information Systems (AREA)
- Operations Research (AREA)
- General Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Supply And Distribution Of Alternating Current (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Remote Monitoring And Control Of Power-Distribution Networks (AREA)
- Charge And Discharge Circuits For Batteries Or The Like (AREA)
- Data Exchanges In Wide-Area Networks (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201662397393P | 2016-09-21 | 2016-09-21 | |
| US62/397,393 | 2016-09-21 | ||
| PCT/US2017/052828 WO2018057818A1 (en) | 2016-09-21 | 2017-09-21 | Systems and methods for randomized, packet-based power management of conditionally-controlled loads and bi-directional distributed energy storage systems |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN109844654A CN109844654A (zh) | 2019-06-04 |
| CN109844654B true CN109844654B (zh) | 2023-04-28 |
Family
ID=61620455
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201780058348.8A Active CN109844654B (zh) | 2016-09-21 | 2017-09-21 | 条件控制负载和双向分布式储能系统的随机的基于分组的功率管理系统和方法 |
Country Status (8)
| Country | Link |
|---|---|
| US (2) | US11210747B2 (enExample) |
| EP (1) | EP3510451A4 (enExample) |
| JP (1) | JP7153936B2 (enExample) |
| CN (1) | CN109844654B (enExample) |
| AU (1) | AU2017330374C1 (enExample) |
| CA (1) | CA3037927A1 (enExample) |
| MX (1) | MX2019003210A (enExample) |
| WO (1) | WO2018057818A1 (enExample) |
Families Citing this family (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11150618B2 (en) | 2016-09-21 | 2021-10-19 | University Of Vermont And State Agricultural College | Packetized energy management control systems and methods of using the same |
| WO2019108891A1 (en) | 2017-12-01 | 2019-06-06 | Massachusetts Institute Of Technology | Methods and systems for secure scheduling and dispatching synthetic regulation reserve from distributed energy resources |
| EP3751536B1 (en) * | 2019-06-12 | 2024-03-27 | Volkswagen AG | Method for determining a high-density platooning driving maneuver, apparatus, vehicle and computer program |
| CN110416998B (zh) * | 2019-07-01 | 2021-01-08 | 华北电力大学 | 一种基于虚拟发电厂的地区复杂配网调度控制管理系统 |
| US12266934B2 (en) * | 2019-07-03 | 2025-04-01 | Eaton Intelligent Power Limited | Demand response of loads having thermal reserves |
| JP7184716B2 (ja) * | 2019-08-30 | 2022-12-06 | 株式会社日立製作所 | 分散リソースの調整力管理装置および調整力管理方法 |
| US11990750B2 (en) | 2021-07-08 | 2024-05-21 | University Of Vermont And State Agricultural College | Decentralized frequency control with packet-based energy management |
| US12227085B2 (en) * | 2022-01-25 | 2025-02-18 | E-Radio Usa Inc. | Smart adapters and controlling methods |
| US20250175012A1 (en) * | 2022-03-28 | 2025-05-29 | Qualcomm Incorporated | Charging probability sharing and charging user equipment (ue) behavior |
| US20250316984A1 (en) * | 2022-05-18 | 2025-10-09 | The Research Foundation For The State University Of New York | Resilient distributed microgrid control |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1444789A (zh) * | 2000-07-28 | 2003-09-24 | 金属能源公司 | 电力管理系统与方法 |
| CN102170134A (zh) * | 2011-05-05 | 2011-08-31 | 许继集团有限公司 | 微电网并网到离网控制方法及无缝切换方法 |
| CN103959322A (zh) * | 2011-12-09 | 2014-07-30 | 株式会社日立制作所 | 基于不同主体间协作的资源融通方式 |
| WO2016077813A1 (en) * | 2014-11-16 | 2016-05-19 | Marvin Motsenbocker | Dc power grid and equipment |
Family Cites Families (43)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5577028A (en) | 1990-08-31 | 1996-11-19 | Fujitsu Limited | Routing system using a neural network |
| UA74018C2 (en) * | 2000-10-10 | 2005-10-17 | American Electric Power Compan | Power-accumulating system for power supply of consumers in peak demands |
| US7373222B1 (en) | 2003-09-29 | 2008-05-13 | Rockwell Automation Technologies, Inc. | Decentralized energy demand management |
| US8626946B2 (en) | 2006-08-03 | 2014-01-07 | Citrix Systems, Inc. | Systems and methods for hierarchical global load balancing |
| US20090040029A1 (en) * | 2006-08-10 | 2009-02-12 | V2Green, Inc. | Transceiver and charging component for a power aggregation system |
| MX2009006240A (es) * | 2006-12-11 | 2010-02-11 | V2Green Inc | Sistema de agregacion de potencia para recursos electricos distribuidos. |
| KR20100122475A (ko) * | 2007-12-12 | 2010-11-22 | 에너녹, 인크. | 분산된 에너지 관리 네트워크에 대한 프레즌스-기반 실시간 통신 |
| CA2647578A1 (en) | 2007-12-20 | 2009-06-20 | Tollgrade Communications, Inc. | Power distribution monitoring system and method |
| US8286006B2 (en) | 2008-01-29 | 2012-10-09 | At&T Intellectual Property I, Lp | Packetized power |
| US8068937B2 (en) * | 2008-02-09 | 2011-11-29 | Stephen Spencer Eaves | Power distribution system with fault protection using energy packet confirmation |
| WO2009157758A1 (en) * | 2008-06-23 | 2009-12-30 | Greenpeak Technologies N.V. | End node and network coordinator using a csma based protocol |
| US8058609B2 (en) | 2008-09-30 | 2011-11-15 | The Invention Science Fund I, Llc | Beam power with multipoint broadcast |
| JP5379529B2 (ja) | 2009-03-25 | 2013-12-25 | アズビル株式会社 | 無線通信システムおよび親ノード探索方法 |
| US20110047552A1 (en) | 2009-05-11 | 2011-02-24 | Raytheon Bbn Technologies Corp. | Energy-aware process environment scheduler |
| US8044539B2 (en) | 2009-09-14 | 2011-10-25 | Yang Pan | Intelligent solar energy collection system |
| JP5628820B2 (ja) | 2009-10-05 | 2014-11-19 | 日本碍子株式会社 | 制御装置、制御装置網及び制御方法 |
| US20110093127A1 (en) * | 2009-10-16 | 2011-04-21 | David L. Kaplan | Distributed energy resources manager |
| US8401709B2 (en) | 2009-11-03 | 2013-03-19 | Spirae, Inc. | Dynamic distributed power grid control system |
| JP2011135748A (ja) | 2009-12-25 | 2011-07-07 | Sony Corp | 電力供給装置、電力受電装置及び電力供給方法 |
| EP2564653B1 (en) | 2010-04-27 | 2018-10-17 | Ajou University Industry-Academic Cooperation Foundation | Random access method and apparatus in wireless communication system |
| AU2011279543B2 (en) | 2010-07-16 | 2014-04-03 | Atb Automatisierungstecnik Gmbh & Co Kg | Method for planning and/or controlling an energy output to a consumer and/or an energy supply to an energy distribution network |
| EP2427022B1 (en) * | 2010-09-06 | 2016-11-09 | ABB Research Ltd. | Method for reassigning the role of a wireless node in a wireless network |
| JP5271329B2 (ja) | 2010-09-28 | 2013-08-21 | 株式会社東芝 | 蓄電池管理システム |
| US20120179596A1 (en) | 2011-01-11 | 2012-07-12 | Kenji Mitsumoto | Power reserve margin trading system and power reserve margin trading method |
| US9063525B2 (en) | 2011-01-28 | 2015-06-23 | Sunverge Energy, Inc. | Distributed energy services management system |
| US8957634B2 (en) | 2011-03-15 | 2015-02-17 | Siemens Aktiengesellschaft | Network as automation platform for collaborative E-car charging at the residential premises |
| US9718371B2 (en) | 2011-06-30 | 2017-08-01 | International Business Machines Corporation | Recharging of battery electric vehicles on a smart electrical grid system |
| TWI497429B (zh) | 2011-07-13 | 2015-08-21 | 日東電工股份有限公司 | 隨選型電力控制系統、隨選型電力控制系統程式及記錄其程式之電腦可讀取記錄媒體 |
| US8751036B2 (en) * | 2011-09-28 | 2014-06-10 | Causam Energy, Inc. | Systems and methods for microgrid power generation management with selective disconnect |
| JP6128856B2 (ja) * | 2012-01-17 | 2017-05-17 | 学校法人慶應義塾 | 電力ネットワークシステム |
| JP5880147B2 (ja) | 2012-03-06 | 2016-03-08 | ソニー株式会社 | 配電異常検出装置、送受電制御装置及び電力供給制御装置 |
| US8849715B2 (en) | 2012-10-24 | 2014-09-30 | Causam Energy, Inc. | System, method, and apparatus for settlement for participation in an electric power grid |
| US9056552B2 (en) | 2012-10-31 | 2015-06-16 | GM Global Technology Operations LLC | Method and system for charging a plug-in electric vehicle |
| US9778629B2 (en) | 2012-11-28 | 2017-10-03 | Clemson University | Situational awareness / situational intelligence system and method for analyzing, monitoring, predicting and controlling electric power systems |
| WO2014117212A1 (en) | 2013-01-30 | 2014-08-07 | National Ict Australia Limited | Controlling operation of power consuming devices in an electrical grid |
| WO2014137845A1 (en) | 2013-03-04 | 2014-09-12 | University Of Vermont And State Agricultural College | Systems and methods for random-access power management using packetization |
| US9563218B2 (en) * | 2013-03-15 | 2017-02-07 | Dominion Resources, Inc. | Electric power system control with measurement of energy demand and energy efficiency using t-distributions |
| US10169833B2 (en) | 2013-05-14 | 2019-01-01 | University Of Florida Research Foundation, Incorporated | Using customer premises to provide ancillary services for a power grid |
| WO2015061271A1 (en) | 2013-10-22 | 2015-04-30 | University Of Florida Research Foundation, Inc. | Low-frequency ancillary power grid services |
| US9577428B2 (en) * | 2013-11-19 | 2017-02-21 | New Jersey Institute Of Technology | Packeted energy delivery system and methods |
| WO2015183242A1 (en) * | 2014-05-27 | 2015-12-03 | Wireless Glue Networks, Inc. | Method and apparatus for distributed control of thermostatic electric loads using high-granularity energy usage data |
| EP2978122A1 (en) | 2014-07-22 | 2016-01-27 | ABB Technology AG | Model predictive control of a modular multilevel converter |
| US10692158B2 (en) | 2015-07-01 | 2020-06-23 | University Of Florida Research Foundation, Incorporated | Using loads with discrete finite states of power to provide ancillary services for a power grid |
-
2017
- 2017-09-21 AU AU2017330374A patent/AU2017330374C1/en active Active
- 2017-09-21 EP EP17853945.8A patent/EP3510451A4/en not_active Ceased
- 2017-09-21 CA CA3037927A patent/CA3037927A1/en active Pending
- 2017-09-21 MX MX2019003210A patent/MX2019003210A/es unknown
- 2017-09-21 CN CN201780058348.8A patent/CN109844654B/zh active Active
- 2017-09-21 WO PCT/US2017/052828 patent/WO2018057818A1/en not_active Ceased
- 2017-09-21 JP JP2019537051A patent/JP7153936B2/ja active Active
- 2017-09-21 US US15/712,089 patent/US11210747B2/en active Active
-
2021
- 2021-11-11 US US17/454,563 patent/US11972496B2/en active Active
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1444789A (zh) * | 2000-07-28 | 2003-09-24 | 金属能源公司 | 电力管理系统与方法 |
| CN102170134A (zh) * | 2011-05-05 | 2011-08-31 | 许继集团有限公司 | 微电网并网到离网控制方法及无缝切换方法 |
| CN103959322A (zh) * | 2011-12-09 | 2014-07-30 | 株式会社日立制作所 | 基于不同主体间协作的资源融通方式 |
| WO2016077813A1 (en) * | 2014-11-16 | 2016-05-19 | Marvin Motsenbocker | Dc power grid and equipment |
Also Published As
| Publication number | Publication date |
|---|---|
| AU2017330374B2 (en) | 2022-04-21 |
| EP3510451A1 (en) | 2019-07-17 |
| CA3037927A1 (en) | 2018-03-29 |
| WO2018057818A1 (en) | 2018-03-29 |
| US20180082385A1 (en) | 2018-03-22 |
| EP3510451A4 (en) | 2020-03-25 |
| AU2017330374C1 (en) | 2022-10-27 |
| US11972496B2 (en) | 2024-04-30 |
| US11210747B2 (en) | 2021-12-28 |
| JP7153936B2 (ja) | 2022-10-17 |
| MX2019003210A (es) | 2019-09-18 |
| CN109844654A (zh) | 2019-06-04 |
| US20220237711A1 (en) | 2022-07-28 |
| JP2019535230A (ja) | 2019-12-05 |
| AU2017330374A1 (en) | 2019-05-02 |
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