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Optimal power generation in microgrids using agent-based technology - Couverture souple

Mahmoud, Thair Shakir; Habibi, Daryoush; Bass, Octavian

 
9783659509889: Optimal power generation in microgrids using agent-based technology
Couverture souple
ISBN 10 : 3659509884 ISBN 13 : 9783659509889
Editeur : LAP LAMBERT Academic Publishing, 2014

Synopsis

This book highlights the role of Multi-Agent System technology in building Energy Management Systems (EMS) for microgrids. The book chapters highlight the importance of forecasting, generation scheduling, market participation and Human Machine Interface (HMI) in providing real-time optimum power generation decisions for microgrids. Initially, in-depth engineering-based economic and environmental cost analyses are reported in this book to address the methods of reducing generation cost in microgrids. Thereafter, the book elaborates the utilisation of agent-based modelling and artificial intelligence in simulating a microgrid managing its resources by utilising distributed computation modules. The methods used in the EMS relating forecasting, generation scheduling and market participation are finally tested in this book based on realistic weather and electricity demand data. Ultimately, gas gen-sets, wind turbines, solar PVs, storage devices and utility gird were modelled to supply highly non-linear generation profile for the simulation studies in this book.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

This book highlights the role of Multi-Agent System technology in building Energy Management Systems (EMS) for microgrids. The book chapters highlight the importance of forecasting, generation scheduling, market participation and Human Machine Interface (HMI) in providing real-time optimum power generation decisions for microgrids. Initially, in-depth engineering-based economic and environmental cost analyses are reported in this book to address the methods of reducing generation cost in microgrids. Thereafter, the book elaborates the utilisation of agent-based modelling and artificial intelligence in simulating a microgrid managing its resources by utilising distributed computation modules. The methods used in the EMS relating forecasting, generation scheduling and market participation are finally tested in this book based on realistic weather and electricity demand data. Ultimately, gas gen-sets, wind turbines, solar PVs, storage devices and utility gird were modelled to supply highly non-linear generation profile for the simulation studies in this book.

Biographie de l'auteur

Dr. Thair is a power control and automation engineer, who has experienced working in both academia and industry sectors. His experience encompasses conducting research on Modern Control and Energy Management Systems (EMS), and working in electric power distribution industry providing solutions for planning, protection and load forecasting

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2014
Langue
anglais
ISBN 10 
3659509884
ISBN 13 
9783659509889
Reliure
Broché
Nombre de pages
224
Coordonnées du fabricant
non disponible
Personne responsable
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