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Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems : An Application of Reinforcement Learning Method Case Study: British Columbia Hydro Power System - Nazanin Shabani
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Nazanin Shabani:
Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems : An Application of Reinforcement Learning Method Case Study: British Columbia Hydro Power System - Livres de poche

2011, ISBN: 3845422955

ID: 22517897521

[EAN: 9783845422954], Neubuch, [PU: LAP Lambert Acad. Publ. Sep 2011], This item is printed on demand - Print on Demand Neuware - The main objective of reservoir operation planning is to determine the amount of water released from a reservoir and the amount of energy traded in each time step to make the best use of available resources. This is done by evaluating the trade-off between the immediate and the future profit of power generation while meeting a set of constraints such as the continuity equations, transmission limits, generation and reservoir limits, flood control limits and load resource balance. Another important issue in these problems is uncertainty coming from spatial and temporal variability, inherent nature of a problem or parameter, errors in measurement due to human or technology inaccuracy and modeling errors. This research implements a Reinforcement Learning (RL) optimization algorithm to incorporate flood control constraints of the Columbia River Treaty. It considers the main sources of uncertainty in operating a large scale hydropower system: market prices and inflows by using a number of scenarios of historical data on inflow and energy prices in the learning process. The RL method reduces the time and computational effort needed to solve the operational planning problem. 124 pp. Englisch

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Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems: An Application of Reinforcement Learning Method Case Study: British Columbia Hydro Power System - Nazanin Shabani, Ziad Shawwash
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Nazanin Shabani, Ziad Shawwash:
Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems: An Application of Reinforcement Learning Method Case Study: British Columbia Hydro Power System - Livres de poche

ISBN: 3845422955

Taschenbuch, [EAN: 9783845422954], LAP LAMBERT Academic Publishing, LAP LAMBERT Academic Publishing, Book, [PU: LAP LAMBERT Academic Publishing], LAP LAMBERT Academic Publishing, 1320311031, Nachschlagewerke, 56441011, Technologie, 56047011, Wissenschaft, 54071011, Genres, 52044011, Fremdsprachige Bücher

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Uncertainty In Optimization Of Multi-Reservoir Hydroelectric Systems
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Uncertainty In Optimization Of Multi-Reservoir Hydroelectric Systems - nouveau livre

ISBN: 9783845422954

Nazanin Shabani, Ziad Shawwash,Paperback, English-language edition,Pub by AV Akademikerverlag GmbH & Co. KG. Books Books ~~ Technology~~ General Uncertainty-in-Optimization-of-Multi-Reservoir-Hydroelectric-Systems~~Nazanin-Shabani AV Akademikerverlag GmbH & Co. KG.

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Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems An Application of Reinforcement Learning Method Case Study: British Columbia Hydro Power System - Shabani, Nazanin; Shawwash, Ziad
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Shabani, Nazanin; Shawwash, Ziad:
Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems An Application of Reinforcement Learning Method Case Study: British Columbia Hydro Power System - nouveau livre

2011, ISBN: 3845422955

ID: A16615627

Kartoniert / Broschiert, mit Schutzumschlag neu, [PU:LAP Lambert Acad. Publ.]

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Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems - Shabani, Nazanin / Shawwash, Ziad
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Shabani, Nazanin / Shawwash, Ziad:
Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems - Livres de poche

2011, ISBN: 3845422955

Edition reliée, ID: 10926021

An Application of Reinforcement Learning Method Case Study: British Columbia Hydro Power System - Buch, gebundene Ausgabe, 124 S., Beilagen: Paperback, Erschienen: 2011 LAP Lambert Acad. Publ.

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Informations détaillées sur le livre - Uncertainty in Optimization of Multi-Reservoir Hydroelectric Systems: An Application of Reinforcement Learning Method Case Study: British Columbia Hydro Power System


EAN (ISBN-13): 9783845422954
ISBN (ISBN-10): 3845422955
Version reliée
Livre de poche
Date de parution: 2011
Editeur: LAP Lambert Acad. Publ. Sep 2011

Livre dans la base de données depuis 05.02.2009 20:50:24
Livre trouvé récemment le 24.11.2017 23:30:30
ISBN/EAN: 3845422955

ISBN - Autres types d'écriture:
3-8454-2295-5, 978-3-8454-2295-4


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