Stochastic Optimization in Energy Systems
Vieweg & Teubner (Verlag)
978-3-8348-1607-8 (ISBN)
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.
Dr. Steffen Rebennack is Assistant Professor for Operations Research at the Colorado School of Mines in the Division of Economics & Business. Prof. Dr. Josef Kallrath works at a world leading chemical company in Germany. He is professor at the University of Gainesville, Florida, and leader of the Real World Optimization Working Group of the German Operations Research Society.
Introduction: Examples in the energy industry - Deterministic vs. stochastic optimization - General Concepts: Structure of Uncertainty - Value of the Stochastic Solution (VSS) - Value of Perfect Information - Robust Optimization - Chance Constrained Programming - Modeling Approaches towards Uncertainty: Scenario Tree - Markov-Chains - Markov-Processes - Monte Carlo Sampling - Electricity Production: Centrally Dispatched Models - Deregulated electricity markets - Expansion Problems - Electricity Network: Operation - Expansion - Financial Markets - Natural Gas: LNG, LCG, LPG Transportation Problems - Pipeline Optimization - Gas Generation
| Erscheint lt. Verlag | 7.9.2017 |
|---|---|
| Zusatzinfo | Approx. 300 p. |
| Verlagsort | Wiesbaden |
| Sprache | englisch |
| Maße | 168 x 240 mm |
| Themenwelt | Technik ► Elektrotechnik / Energietechnik |
| Schlagworte | biomass • deregulated markets • Energietechnik • hydro power • modeling approaches • Optimierung • Power System • Solar energy • solution methods • stochastic optimization • stochastic unit commitment • Stochastik • thermal energy • Wind Power |
| ISBN-10 | 3-8348-1607-8 / 3834816078 |
| ISBN-13 | 978-3-8348-1607-8 / 9783834816078 |
| Zustand | Neuware |
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