JP7217074B2 - 電力需給管理システム、電力需給管理方法、および電力需給管理装置 - Google Patents

電力需給管理システム、電力需給管理方法、および電力需給管理装置 Download PDF

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JP7217074B2
JP7217074B2 JP2018106301A JP2018106301A JP7217074B2 JP 7217074 B2 JP7217074 B2 JP 7217074B2 JP 2018106301 A JP2018106301 A JP 2018106301A JP 2018106301 A JP2018106301 A JP 2018106301A JP 7217074 B2 JP7217074 B2 JP 7217074B2
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JP2019211922A5 (enExample
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将人 内海
徹 渡辺
郁雄 茂森
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Hitachi Ltd
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
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    • 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
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    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • G05B13/048—Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators using a predictor
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    • G06N20/00—Machine learning
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    • G06N3/00—Computing arrangements based on biological models
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    • G06N3/00—Computing arrangements based on biological models
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    • 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
    • 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
    • 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
    • Y04S10/00—Systems supporting electrical power generation, transmission or distribution
    • Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications

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JP2018106301A 2018-06-01 2018-06-01 電力需給管理システム、電力需給管理方法、および電力需給管理装置 Active JP7217074B2 (ja)

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JP2018106301A JP7217074B2 (ja) 2018-06-01 2018-06-01 電力需給管理システム、電力需給管理方法、および電力需給管理装置
EP19161867.7A EP3576042A1 (en) 2018-06-01 2019-03-11 Data prediction system, data prediction method, and data prediction apparatus
US16/298,598 US20190370673A1 (en) 2018-06-01 2019-03-11 Data prediction system, data prediction method, and data prediction apparatus
JP2022179088A JP7340081B2 (ja) 2018-06-01 2022-11-08 電力需給管理システム、データ予測方法、およびデータ予測装置

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JP2018106301A JP7217074B2 (ja) 2018-06-01 2018-06-01 電力需給管理システム、電力需給管理方法、および電力需給管理装置

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JP2022179088A Active JP7340081B2 (ja) 2018-06-01 2022-11-08 電力需給管理システム、データ予測方法、およびデータ予測装置

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CN111695733B (zh) * 2020-06-11 2022-09-09 国网天津市电力公司 一种基于改进模糊聚类算法的“煤改电”负荷预测方法
JP7476713B2 (ja) * 2020-08-04 2024-05-01 横河電機株式会社 データ管理システム、データ管理方法、および、データ管理プログラム
US20220374782A1 (en) * 2021-05-21 2022-11-24 Jpmorgan Chase Bank, N.A. Method and system for providing counterfactual explanations for artificial intelligence regression models
KR102685543B1 (ko) * 2021-11-17 2024-07-16 주식회사 에이치에너지 날씨 예측 데이터를 이용한 확률적 시나리오 기법의 최적 입찰량 결정 시스템
CN114980188B (zh) * 2022-03-15 2025-03-25 国网浙江省电力有限公司嘉兴供电公司 一种考虑温湿度因素的5g基站业务能耗预测方法
CN118134540B (zh) * 2024-05-07 2024-07-19 国网浙江省电力有限公司 基于能源电力供需预测模型的多维数据交互方法及系统
CN118941831B (zh) * 2024-07-29 2025-04-18 江门职业技术学院 基于计算机视觉识别的纤维分离方法和装置

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JP2016181060A (ja) 2015-03-23 2016-10-13 大阪瓦斯株式会社 電力需要予測システム
WO2019207622A1 (ja) 2018-04-23 2019-10-31 株式会社 東芝 電力需要予測装置、電力需要予測方法、およびそのプログラム

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JP2005141708A (ja) 2003-11-05 2005-06-02 Yoji Mukuda 需要予測プログラム、当該需要予測プログラムを記録したコンピュータ読み取り可能な記録媒体、及び需要予測装置
JP5618501B2 (ja) 2009-07-14 2014-11-05 株式会社東芝 需要予測装置、プログラムおよび記録媒体
JP2012034444A (ja) * 2010-07-28 2012-02-16 Toshiba Corp 電力需給計画装置及びその方法
US8942959B2 (en) 2012-03-29 2015-01-27 Mitsubishi Electric Research Laboratories, Inc. Method for predicting outputs of photovoltaic devices based on two-dimensional fourier analysis and seasonal auto-regression
JP2015192586A (ja) * 2014-03-31 2015-11-02 株式会社明電舎 マイクログリッドの需給制御システムおよび需給制御方法
JP2017175845A (ja) 2016-03-25 2017-09-28 三菱重工業株式会社 エネルギー需要予測システム、エネルギー需要予測方法およびエネルギー管理システム
JP6711074B2 (ja) * 2016-03-29 2020-06-17 富士通株式会社 発電計画の自動生成プログラム、発電計画の自動生成方法および発電計画生成装置
JP6742813B2 (ja) 2016-05-20 2020-08-19 株式会社日立製作所 需要予測システム及び需要予測方法
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WO2019207622A1 (ja) 2018-04-23 2019-10-31 株式会社 東芝 電力需要予測装置、電力需要予測方法、およびそのプログラム

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JP2019211922A (ja) 2019-12-12
US20190370673A1 (en) 2019-12-05
JP2023022056A (ja) 2023-02-14
JP7340081B2 (ja) 2023-09-06

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