Stochastic Optimization in Energy Systems
With Practical Implementations in GAMS
This book provides an overview on stochastic optimization and its application in the Energy Industry. Special focus is given on hydro-thermal scheduling and, more generally, storage systems. The book begins by illuminating several approaches to deal with uncertainties (e.g., robust optimization, chance-constraints, stochastic optimization) and discusses their relations, advantages and disadvantages. Special focus is given on GAMS coded examples and the usage of the GAMS software. The book is very suitable for courses in business schools, system engineering, applied mathematics, operations research and energy producing industry.
This book provides an overview on stochastic optimization and its application in the Energy Industry. Special focus is given on hydro-thermal scheduling and, more generally, storage systems. The book begins by illuminating several approaches to deal with uncertainties (e.g., robust optimization, chance-constraints, stochastic optimization) and discusses their relations, advantages and disadvantages. Special focus is given on GAMS coded examples and the usage of the GAMS software. The book is very suitable for courses in business schools, system engineering, applied mathematics, operations research and energy producing industry.
| Autor: | Kallrath, Josef Rebennack, Steffen |
|---|---|
| ISBN: | 9783834816078 |
| Sprache: | Englisch |
| Produktart: | Gebunden |
| Verlag: | Vieweg & Teubner |
| Veröffentlicht: | 07.09.2017 |
| Untertitel: | With Practical Implementations in GAMS |
| Schlagworte: | B Energy Technology Engineering Ingenieurwissenschaften biomass deregulated markets hydro power modeling approaches power system solar energy solution methods stochastic optimization stochastic unit commitment thermal energy wind power |
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