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Data Analytics in Power Markets
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Data Analytics in Power Markets
Data Analytics in Power Markets
物品 #: 246698027

Data Analytics in Power Markets

物品 #: 246698027

HKD 986

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Shop Data Analytics in Power Markets online at a best price in 香港. 981164974X
  • This book aims to solve some key problems in the decision and optimization procedure for power market organizers and participants in data-driven approaches. It begins with an overview of the power market data and analyzes on their characteristics and importance for market clearing. Then, the first part of the book discusses the essential problem of bus load forecasting from the perspective of market organizers. The related works include load uncertainty modeling, bus load bad data correction, and monthly load forecasting. The following part of the book answers how much information can be obtained from public data in locational marginal price (LMP)-based markets. It introduces topics such as congestion identification, componential price forecasting, quantifying the impact of forecasting error, and financial transmission right investment. The final part of the book answers how to model the complex market bidding behaviors. Specific works include pattern extraction, aggregated supply curve forecasting, market simulation, and reward function identification in bidding. These methods are especially useful for market organizers to understand the bidding behaviors of market participants and make essential policies. It will benefit and inspire researchers, graduate students, and engineers in the related fields.
Publisher Springer
Publication date 2 Oct. 2021
Edition 2022nd
Language English
Print length 292 pages
ISBN-10 981164974X
ISBN-13 978-9811649745
Item weight 629 g
Dimensions 15.6 x 1.91 x 23.39 cm

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Data Analytics in Power Markets

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HKD 986

現在訂購，約可在下列時間收貨： Monday, 十月 19

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