Buch, Englisch, 93 Seiten, Format (B × H): 156 mm x 238 mm, Gewicht: 1708 g
Reihe: SpringerBriefs in Energy
Deterministic and Two-Stage Stochastic Programming Models and Algorithms
Buch, Englisch, 93 Seiten, Format (B × H): 156 mm x 238 mm, Gewicht: 1708 g
Reihe: SpringerBriefs in Energy
ISBN: 978-1-4939-6766-7
Verlag: Springer Us
This volume in the SpringerBriefs in Energy series offers a systematic review of unit commitment (UC) problems in electrical power generation. It updates texts written in the late 1990s and early 2000s by including the fundamentals of both UC and state-of-the-art modeling as well as solution algorithms and highlighting stochastic models and mixed-integer programming techniques.
The UC problems are mostly formulated as mixed-integer linear programs, although there are many variants. A number of algorithms have been developed for, or applied to, UC problems, including dynamic programming, Lagrangian relaxation, general mixed-integer programming algorithms, and Benders decomposition. In addition the book discusses the recent trends in solving UC problems, especially stochastic programming models, and advanced techniques to handle large numbers of integer- decision variables due to scenario propagation
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Technische Wissenschaften Energietechnik | Elektrotechnik Energieverteilung, Stromnetze
- Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik
- Wirtschaftswissenschaften Wirtschaftssektoren & Branchen Energie- & Versorgungswirtschaft Elektroindustrie
- Mathematik | Informatik Mathematik Operations Research
- Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Optimierung
Weitere Infos & Material
Introduction.- Deterministic Unit Commitment Models and Algorithms.- Two-Stage Stochastic Programming Models and Algorithms.- Nomenclature.- Renewable Energy Scenario Generation.
