电力市场大数据分析

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113.77 7.2折 158 全新

库存17件

江苏南京

认证卖家担保交易快速发货售后保障

作者陈启鑫等

出版社科学出版社

ISBN9787030715166

出版时间2022-10

版次1

装帧平装

开本16开

纸张胶版纸

页数304页

字数300千字

定价158元

货号SC:9787030715166

上书时间2024-10-30

已实名已认证进店收藏店铺

商品描述: 内容简介:
Thisbookaimstosolvesomekeyproblemsinthedecisionandoptimizationprocedureforpowermarketorganizersandparticipantsindata-drivenapproaches.Itbeginswithanoverviewofthepowermarketdataandanalyzesontheircharacteristicsandimportanceformarketclearance.Thenitdiscussestheessentialproblemofbusloadforecastingfromtheperspectiveofmarketorganizers.Therelatedworksincludingloaduncertaintymodeling,busloadbaddatacorrection,andmonthlyloadforecasting.Thefollowingworkstrytomodelthecomplexmarketbiddingbehaviors.Specificworksincludepatternextraction,aggregatedsupplycurvesforecasting,marketsimulation,andrewardfunctionidentificationinbidding.
目录:
Contents

1 Introduction to Power Market Data 1

1.1 Overview of Electricity Markets 1

1.2 Organization and Data Disclosure of Electricity Market 4

1.2.1 Transaction Data 5

1.2.2 Price Data 7

1.2.3 Supply and Demand Data 7

1.2.4 System Operation Data 8

1.2.5 Forecast Data 8

1.2.6 Confidential Data 9

1.3 Conclusions 9

References 9

PartⅠ Load Modeling and Forecasting

2 Load Forecasting with Smart Meter Data 13

2.1 Introduction 13

2.2 Framework 14

2.3 Ensemble Learning for Probabilistic Forecasting 16

2.3.1 Quantile Regression Averaging 17...

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