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Author : Somchat Sottimai
Publisher :
ISBN 13 :
Total Pages : 268 pages
Book Rating : 4.:/5 (969 download)
Download or read book Optimal Reservoir Operation Rule Derived by Probablistic Approach written by Somchat Sottimai and published by . This book was released on 1974 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Blagoj Delipetrev
Publisher : CRC Press
ISBN 13 : 0429611552
Total Pages : 157 pages
Book Rating : 4.4/5 (296 download)
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.
Author : Ali Kaveh
Publisher : Springer
ISBN 13 : 3030040674
Total Pages : 190 pages
Book Rating : 4.0/5 (3 download)
Download or read book Metaheuristics: Outlines, MATLAB Codes and Examples written by Ali Kaveh and published by Springer. This book was released on 2019-03-29 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents eight well-known and often used algorithms besides nine newly developed algorithms by the first author and his students in a practical implementation framework. Matlab codes and some benchmark structural optimization problems are provided. The aim is to provide an efficient context for experienced researchers or readers not familiar with theory, applications and computational developments of the considered metaheuristics. The information will also be of interest to readers interested in application of metaheuristics for hard optimization, comparing conceptually different metaheuristics and designing new metaheuristics.
Author : André B. Turgeon
Publisher : Montréal : Groupe d'études et de recherche en analyse des décisions
ISBN 13 :
Total Pages : 18 pages
Book Rating : 4.:/5 (634 download)
Download or read book Stochastic Optimization of Multi-reservoir Operation : the Optimal Reservoir Trajectory Approach written by André B. Turgeon and published by Montréal : Groupe d'études et de recherche en analyse des décisions. This book was released on 2005 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : D. Nagesh Kumar
Publisher :
ISBN 13 : 9783330653528
Total Pages : 140 pages
Book Rating : 4.6/5 (535 download)
Download or read book Integrated Modelling for Optimal Reservoir Operation for Irrigation written by D. Nagesh Kumar and published by . This book was released on 2017-07-07 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : I.V. Nagy
Publisher : Springer Science & Business Media
ISBN 13 : 9401598940
Total Pages : 341 pages
Book Rating : 4.4/5 (15 download)
Download or read book Hydrological Dimensioning and Operation of Reservoirs written by I.V. Nagy and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Storage reservoirs represent one of the most effective tools for eliminating, or at least for minimizing, discrepancies in the time and space variations of water resources distribution and requirements. In fact, the different - often contradictory - and increasing demands on water resources utilization and control usually can be fulfilled only by building multi-purpose reservoir systems. In this way, the available water resources can be exploited and/or managed in a more rational way. Typically, the construction of a dam across a river valley causes water to accumulate in a reservoir behind the dam; the volume of water accumulated in the reservoir will depend, in part, on the dimensions of the dam. The size of the dam will normally affect the capital expenditure in a very significant way. Indeed the construction of large water resource control systems - such as dams - generally involves rather huge manpower and material outlays. Consequently, the elaboration of effectual methods of approach that can be used in establishing the optimal reservoir parameters is of great practical significance. For instance, in the design and operation oflarge multi-reservoir systems, simple simulation and/or optimization models that can identify potentially cost effective and efficient system design are highly desirable. But it should be recognized that the problem of finding optimal capacities for multi-reservoir systems often becomes computationally complex because of the large number of feasible configurations that usually need to be analyzed.
Author : Ralph Allen Wurbs
Publisher : Prentice Hall
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.F/5 ( download)
Download or read book Modeling and Analysis of Reservoir System Operations written by Ralph Allen Wurbs and published by Prentice Hall. This book was released on 1996 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Miguel A. Marino
Publisher :
ISBN 13 :
Total Pages : 624 pages
Book Rating : 4.3/5 (121 download)
Download or read book Optimal Operation of a Multiple Reservoir System written by Miguel A. Marino and published by . This book was released on 1983 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Geoffrey G. O'Loughlin
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (218 download)
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:
Author : Guangtao Fu
Publisher : MDPI
ISBN 13 : 3038977381
Total Pages : 498 pages
Book Rating : 4.0/5 (389 download)
Download or read book Adaptive Catchment Management and Reservoir Operation written by Guangtao Fu and published by MDPI. This book was released on 2019-04-09 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: River catchments and reservoirs play a central role in water security, food supply, flood risk management, hydropower generation, and ecosystem services; however, they are now under increasing pressure from population growth, economic activities, and changing climate means and extremes in many parts of the world. Adaptive management of river catchments and reservoirs requires an in-depth understanding of the impacts of future uncertainties and thus the development of robust, sustainable solutions to meet the needs of various stakeholders and the environment. To tackle the huge challenges in moving towards adaptive catchment management, this book presents the latest developments in cutting-edge knowledge, novel methodologies, innovative management strategies, and case studies, focusing on the following themes: reservoir dynamics and impact analysis of dam construction, optimal reservoir operation, climate change impacts on hydrological processes and water management, and integrated catchment management.
Author : Reetik Kumar Sahu
Publisher :
ISBN 13 :
Total Pages : 65 pages
Book Rating : 4.:/5 (958 download)
Download or read book Optimal Reservoir Operation Using Stochastic Model Predictive Control written by Reetik Kumar Sahu and published by . This book was released on 2016 with total page 65 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dynamical systems are subjected to various random external forcings that complicate theie control. In order to achieve optimal performance, these systems need to continually adapt to external disturbances in real time. This capability is provided by feedback based control strategies that derive an optimal control from the current state of the system. Model Predictive Control(MPC) is one such feedback-based technique. This thesis explores the application of a stochastic version of MPC to a reservoir system. The reservoir system is designed to maximize the revenue generated from the hydroelectricity while simultaneously obeying several exogenous constraints. An ensemble based version of the stochastic MPC technique is studied and applied to the reservoir to determine the optimal water release strategies. Further analysis is performed to understand the sensitivity of different parameters in the MPC technique.
Author : Crina Grosan
Publisher : Springer
ISBN 13 : 3540732977
Total Pages : 410 pages
Book Rating : 4.5/5 (47 download)
Download or read book Hybrid Evolutionary Algorithms written by Crina Grosan and published by Springer. This book was released on 2007-08-29 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume is targeted at presenting the latest state-of-the-art methodologies in "Hybrid Evolutionary Algorithms". The chapters deal with the theoretical and methodological aspects, as well as various applications to many real world problems from science, technology, business or commerce. Overall, the book has 14 chapters including an introductory chapter giving the fundamental definitions and some important research challenges. The contributions were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed.
Author : H. Lee
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (637 download)
Download or read book Optimal Reservoir Operation for Flood Control Using a Hybrid Modelling Approach written by H. Lee and published by . This book was released on 1997 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Xenia A. Kleopa
Publisher :
ISBN 13 :
Total Pages : 284 pages
Book Rating : 4.:/5 (251 download)
Download or read book Optimal Reservoir Operation for Drought Management written by Xenia A. Kleopa and published by . This book was released on 1990 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : K. D. W. Nandalal
Publisher : Cambridge University Press
ISBN 13 : 9781107414242
Total Pages : 0 pages
Book Rating : 4.4/5 (142 download)
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.
Author : K.P. Upadhyay
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (881 download)
Download or read book Optimal reservoir operation based on economic value of different water uses in the Komati catchment written by K.P. Upadhyay and published by . This book was released on 2014 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jinshu Li
Publisher :
ISBN 13 :
Total Pages : 126 pages
Book Rating : 4.:/5 (128 download)
Download or read book Optimal Reservoir Operation Under Inflow Uncertainty written by Jinshu Li and published by . This book was released on 2021 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stochastic programming is a mathematical model used to resolve the uncertainty of random variables in optimization problems. In reservoir management and operation, the reservoir inflow is typically regarded as a random variable as it brings most of the operation uncertainty. Although stochastic programming has been successfully applied to many reservoir managements cases, the pursuit of the improvement on its accuracy, efficiency, and applicability never ceases. This dissertation consists of five chapters. The first introductory presents the classical stochastic model and describes the challenges. Then, the second chapter develops a statistical model that focuses on improving the distribution fitting accuracy for the monthly average inflow as the random variable. The third chapter discusses a method aiming at streamflow scenario tree reduction, which is essential for alleviating the computational burden of a two-stage stochastic programming with recourse model. The fourth chapter expands the applicability of stochastic programming model, by introducing a multi-objective, multi-stage stochastic programming with recourse model. The final chapter offers conclusions, discussions, and potential future research opportunities.
