Carlos Fernandez & Josep M. Guerrero 
Neural Network-Based State-of-Charge and State-of-Health Estimation [PDF ebook] 

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To deal with environmental deterioration and energy crises, developing clean and sustainable energy resources has become the strategic goal of the majority of countries in the global community. Lithium-ion batteries are the modes of power and energy storage in the new energy industry, and are also the main power source of new energy vehicles. State-of-charge (SOC) and state-of-health (SOH) are important indicators to measure whether a battery management system (BMS) is safe and effective. Therefore, this book focuses on the co-estimation strategies of SOC and SOH for power lithium-ion batteries. The book describes the key technologies of lithium-ion batteries in SOC and SOH monitoring and proposes a collaborative optimization estimation strategy based on neural networks (NN), which provide technical references for the design and application of a lithium-ion battery power management system. The theoretical methods in this book will be of interest to scholars and engineers engaged in the field of battery management system research.

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Formato PDF ● Pagine 164 ● ISBN 9781527552180 ● Casa editrice Cambridge Scholars Publishing ● Pubblicato 2023 ● Scaricabile 3 volte ● Moneta EUR ● ID 9278747 ● Protezione dalla copia Adobe DRM
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