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  • Optimization, Uncertainty and Machine Learning in Wind Energy Conversion Systems

    Series series Energy (R0)
    This book presents state-of-the-art technologies in wind farm layout optimization and control to improve the current industry/research practice. The contents take readers towards a different kind of uncertainty handling through the discussion on several techniques enabling maximum energy harnessing out of uncertain situations. The book aims to give a detailed overview of such concepts in the first ... Read more

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  • Metaheuristics for Finding Multiple Solutions

    Series series Computer Science (R0)
    This book presents the latest trends and developments in multimodal optimization and niching techniques. Most existing optimization methods are designed for locating a single global solution. However, in real-world settings, many problems are “multimodal” by nature, i.e., multiple satisfactory solutions exist. It may be desirable to locate several such solutions before deciding which one to use. ... Read more

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  • Bioinspired Optimization Methods and Their Applications

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  • Artificial Intelligence and Data Driven Optimization of Internal Combustion Engines

    Artificial Intelligence and Data Driven Optimization of Internal Combustion Engines summarizes recent developments in Artificial Intelligence (AI)/Machine Learning (ML) and data driven optimization and calibration techniques for internal combustion engines. The book covers AI/ML and data driven methods to optimize fuel formulations and engine combustion systems, predict cycle to cycle variations, ... Read more

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