Application of Stochastic Dynamic Programming Models in Optimization of Reservoir Operations

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ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (691 download)

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Book Synopsis Application of Stochastic Dynamic Programming Models in Optimization of Reservoir Operations by :

Download or read book Application of Stochastic Dynamic Programming Models in Optimization of Reservoir Operations written by and published by . This book was released on 1995 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Application of Stochastic Dynamic Programming Models in Optimization of Reservoir Operations

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Publisher :
ISBN 13 :
Total Pages : 135 pages
Book Rating : 4.:/5 (691 download)

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Book Synopsis Application of Stochastic Dynamic Programming Models in Optimization of Reservoir Operations by : Q. He

Download or read book Application of Stochastic Dynamic Programming Models in Optimization of Reservoir Operations written by Q. He and published by . This book was released on 1995 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dynamic Programming Based Operation of Reservoirs

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Publisher : Cambridge University Press
ISBN 13 : 1139464957
Total Pages : 125 pages
Book Rating : 4.1/5 (394 download)

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Book Synopsis Dynamic Programming Based Operation of Reservoirs by : K. D. W. Nandalal

Download or read book Dynamic Programming Based Operation of Reservoirs written by K. D. W. Nandalal and published by Cambridge University Press. This book was released on 2007-05-10 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamic programming is a method of solving multi-stage problems in which decisions at one stage become the conditions governing the succeeding stages. It can be applied to the management of water reservoirs, allowing them to be operated more efficiently. This is one of the few books dedicated solely to dynamic programming techniques used in reservoir management. It presents the applicability of these techniques and their limits on the operational analysis of reservoir systems. The dynamic programming models presented in this book have been applied to reservoir systems all over the world, helping the reader to appreciate the applicability and limits of these models. The book also includes a model for the operation of a reservoir during an emergency situation. This volume will be a valuable reference to researchers in hydrology, water resources and engineering, as well as professionals in reservoir management.

Hydrologic Models and Their Representation in Stochastic Dynamic Programming Algorithms for Reservoir Operation Optimization

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Publisher :
ISBN 13 :
Total Pages : 426 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Hydrologic Models and Their Representation in Stochastic Dynamic Programming Algorithms for Reservoir Operation Optimization by : Paolo Henrique Siqueira Born

Download or read book Hydrologic Models and Their Representation in Stochastic Dynamic Programming Algorithms for Reservoir Operation Optimization written by Paolo Henrique Siqueira Born and published by . This book was released on 1988 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Discrete Stochastic Dynamic Models Applied to Reservoir Operations

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Publisher :
ISBN 13 :
Total Pages : 508 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Discrete Stochastic Dynamic Models Applied to Reservoir Operations by : Mohamed Ali El-Tayeb

Download or read book Discrete Stochastic Dynamic Models Applied to Reservoir Operations written by Mohamed Ali El-Tayeb and published by . This book was released on 1983 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nested algorithms for optimal reservoir operation and their embedding in a decision support platform

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Publisher : CRC Press
ISBN 13 : 0429611552
Total Pages : 157 pages
Book Rating : 4.4/5 (296 download)

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Book Synopsis Nested algorithms for optimal reservoir operation and their embedding in a decision support platform by : Blagoj Delipetrev

Download or read book Nested algorithms for optimal reservoir operation and their embedding in a decision support platform written by Blagoj Delipetrev and published by CRC Press. This book was released on 2020-04-30 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reservoir operation is a multi-objective optimization problem, and is traditionally solved with dynamic programming (DP) and stochastic dynamic programming (SDP) algorithms. The thesis presents novel algorithms for optimal reservoir operation, named nested DP (nDP), nested SDP (nSDP), nested reinforcement learning (nRL) and their multi-objective (MO) variants, correspondingly MOnDP, MOnSDP and MOnRL. The idea is to include a nested optimization algorithm into each state transition, which reduces the initial problem dimension and alleviates the curse of dimensionality. These algorithms can solve multi-objective optimization problems, without significantly increasing the algorithm complexity or the computational expenses. It can additionally handle dense and irregular variable discretization. All algorithms are coded in Java and were tested on the case study of the Knezevo reservoir in the Republic of Macedonia. Nested optimization algorithms are embedded in a cloud application platform for water resources modeling and optimization. The platform is available 24/7, accessible from everywhere, scalable, distributed, interoperable, and it creates a real-time multiuser collaboration platform. This thesis contributes with new and more powerful algorithms for an optimal reservoir operation and cloud application platform. All source codes are available for public use and can be used by researchers and practitioners to further advance the mentioned areas.

Optimal Reservoir Operation

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (218 download)

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Book Synopsis Optimal Reservoir Operation by : Geoffrey G. O'Loughlin

Download or read book Optimal Reservoir Operation written by Geoffrey G. O'Loughlin and published by . This book was released on 1971 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

On the Theory and Modeling of Dynamic Programming with Applications in Reservoir Operation

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Publisher :
ISBN 13 :
Total Pages : 224 pages
Book Rating : 4.:/5 (239 download)

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Book Synopsis On the Theory and Modeling of Dynamic Programming with Applications in Reservoir Operation by : Moshe Sniedovich

Download or read book On the Theory and Modeling of Dynamic Programming with Applications in Reservoir Operation written by Moshe Sniedovich and published by . This book was released on 1976 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Spline Stochastic Dynamic Programming for Multiple Reservoir System Operation Optimization

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Publisher :
ISBN 13 :
Total Pages : 690 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Spline Stochastic Dynamic Programming for Multiple Reservoir System Operation Optimization by : José Alberto Tejada-Guibert

Download or read book Spline Stochastic Dynamic Programming for Multiple Reservoir System Operation Optimization written by José Alberto Tejada-Guibert and published by . This book was released on 1990 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dynamic Programming Based Operation of Reservoirs

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Publisher : Cambridge University Press
ISBN 13 : 9781107414242
Total Pages : 0 pages
Book Rating : 4.4/5 (142 download)

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Book Synopsis Dynamic Programming Based Operation of Reservoirs by : K. D. W. Nandalal

Download or read book Dynamic Programming Based Operation of Reservoirs written by K. D. W. Nandalal and published by Cambridge University Press. This book was released on 2013-03-21 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamic programming is a method of solving multi-stage problems in which decisions at one stage become the conditions governing the succeeding stages. It can be applied to the management of water reservoirs, allowing them to be operated more efficiently. This is one of the few books dedicated solely to dynamic programming techniques used in reservoir management. It presents the applicability of these techniques and their limits on the operational analysis of reservoir systems. The dynamic programming models presented in this book have been applied to reservoir systems all over the world, helping the reader to appreciate the applicability and limits of these models. The book also includes a model for the operation of a reservoir during an emergency situation. This volume will be a valuable reference to researchers in hydrology, water resources and engineering, as well as professionals in reservoir management.

Stochastic Programming Applied to Reservoir Operations

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Publisher :
ISBN 13 :
Total Pages : 362 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Stochastic Programming Applied to Reservoir Operations by : Ramesh Sharda

Download or read book Stochastic Programming Applied to Reservoir Operations written by Ramesh Sharda and published by . This book was released on 1981 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt:

A Stochastic Dynamic Programming Model for Optimum Operation of a Multipurpose Reservoir

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Publisher :
ISBN 13 :
Total Pages : 118 pages
Book Rating : 4.:/5 (32 download)

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Book Synopsis A Stochastic Dynamic Programming Model for Optimum Operation of a Multipurpose Reservoir by : Mohammad Torabi

Download or read book A Stochastic Dynamic Programming Model for Optimum Operation of a Multipurpose Reservoir written by Mohammad Torabi and published by . This book was released on 1970 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Stochastic Programming

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Publisher : World Scientific
ISBN 13 : 981440750X
Total Pages : 549 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Stochastic Programming by : Horand Gassmann

Download or read book Stochastic Programming written by Horand Gassmann and published by World Scientific. This book was released on 2013 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows the breadth and depth of stochastic programming applications. All the papers presented here involve optimization over the scenarios that represent possible future outcomes of the uncertainty problems. The applications, which were presented at the 12th International Conference on Stochastic Programming held in Halifax, Nova Scotia in August 2010, span the rich field of uses of these models. The finance papers discuss such diverse problems as longevity risk management of individual investors, personal financial planning, intertemporal surplus management, asset management with benchmarks, dynamic portfolio management, fixed income immunization and racetrack betting. The production and logistics papers discuss natural gas infrastructure design, farming Atlantic salmon, prevention of nuclear smuggling and sawmill planning. The energy papers involve electricity production planning, hydroelectric reservoir operations and power generation planning for liquid natural gas plants. Finally, two telecommunication papers discuss mobile network design and frequency assignment problems.

Optimum Reservoir Operation Using Stochastic Dynamic Programming

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Publisher :
ISBN 13 :
Total Pages : 48 pages
Book Rating : 4.:/5 (22 download)

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Book Synopsis Optimum Reservoir Operation Using Stochastic Dynamic Programming by : William Samuel Butcher

Download or read book Optimum Reservoir Operation Using Stochastic Dynamic Programming written by William Samuel Butcher and published by . This book was released on 1970 with total page 48 pages. Available in PDF, EPUB and Kindle. Book excerpt:

State of the Art Review

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Publisher :
ISBN 13 :
Total Pages : 162 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis State of the Art Review by : William W-G. Yeh

Download or read book State of the Art Review written by William W-G. Yeh and published by . This book was released on 1982 with total page 162 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Stochastic Hydrology and its Use in Water Resources Systems Simulation and Optimization

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Publisher : Springer Science & Business Media
ISBN 13 : 9401116970
Total Pages : 470 pages
Book Rating : 4.4/5 (11 download)

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Book Synopsis Stochastic Hydrology and its Use in Water Resources Systems Simulation and Optimization by : J.B. Marco

Download or read book Stochastic Hydrology and its Use in Water Resources Systems Simulation and Optimization written by J.B. Marco and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 470 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stochastic hydrology is an essential base of water resources systems analysis, due to the inherent randomness of the input, and consequently of the results. These results have to be incorporated in a decision-making process regarding the planning and management of water systems. It is through this application that stochastic hydrology finds its true meaning, otherwise it becomes merely an academic exercise. A set of well known specialists from both stochastic hydrology and water resources systems present a synthesis of the actual knowledge currently used in real-world planning and management. The book is intended for both practitioners and researchers who are willing to apply advanced approaches for incorporating hydrological randomness and uncertainty into the simulation and optimization of water resources systems. (abstract) Stochastic hydrology is a basic tool for water resources systems analysis, due to inherent randomness of the hydrologic cycle. This book contains actual techniques in use for water resources planning and management, incorporating randomness into the decision making process. Optimization and simulation, the classical systems-analysis technologies, are revisited under up-to-date statistical hydrology findings backed by real world applications.

Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant

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Publisher :
ISBN 13 :
Total Pages : 280 pages
Book Rating : 4.:/5 (16 download)

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Book Synopsis Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant by : Kwang-Bae Choi

Download or read book Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) for Optimization of Korean Hydropower Plant written by Kwang-Bae Choi and published by . This book was released on 2017 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: As society is increasingly aware of the ecological value of water. As a result, sustainable eco-friendly hydropower reservoir operation is a priority to preserve downstream biodiversity while minimizing the impact on energy production levels. This study develops Stochastic Dynamic Programming (SDP) and Sample Stochastic Dynamic Programming (SSDP) optimization models to address minimum environmental flow constraints on hydropower operations levels and storage targets while reflecting the uncertainty in future inflow forecasts. A case study of the Bosunggang Hydropower system in Korea compares the performance of historical operations with decisions generated by SDP and SSDP models with different hydrologic state variables, state variable discretization, and system turbine capacities. A watershed model, SSARR, was successfully employed to obtain a daily soil moisture series representing the watershed’s wetness. Importantly, simply adopting sophisticated optimization models without careful consideration of system characteristics such as basin hydrology and system objective does not guarantee better optimized system performance.