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  • Data Analytics in Power Markets

    Series series Energy (R0)
    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 ... Read more

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  • Cyber-Physical Virtual Power Plants: Modeling, Operation, and Control

    Series series Energy (R0)
    Cyber-physical Virtual Power Plants (VPPs), a revolutionary framework designed to harness the collective potential of distributed energy resources (DERs) via communication technologies, are crucial for integrating large of renewable generators into future energy grids securely and cost-effectively. This is the pioneering book that systematically explains and explores the operation and control of ... Read more

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  • Smart Meter Data Analytics

    Electricity Consumer Behavior Modeling, Aggregation, and Forecasting

    Series series Energy (R0)
    This book aims to make the best use of fine-grained smart meter data to process and translate them into actual information and incorporated into consumer behavior modeling and distribution system operations. It begins with an overview of recent developments in smart meter data analytics. Since data management is the basis of further smart meter data analytics and its applications, three issues on ... Read more

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  • Stochastic Evolutions of Dynamic Traffic Flow

    Modeling and Applications

    Series series Engineering (R0)
    This book reveals the underlying mechanisms of complexity and stochastic evolutions of traffic flows. Using Eulerian and Lagrangian measurements, the authors propose lognormal headway/spacing/velocity distributions and subsequently develop a Markov car-following model to describe drivers’ random choices concerning headways/spacings, putting forward a stochastic fundamental diagram model for wide ... Read more

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