Journal ArticleDOI
Finding Reservoir Operating Rules
TLDR
In this paper, a deterministic dynamic programming (DDP) is used with operational hydrology to find optimal reservoir operating rules to find that annual operating policy of a single reservoir having an economic loss associated with each draft rate which minimizes the expected loss.Abstract:
Deterministic dynamic programming is used with operational hydrology to find optimal reservoir operating rules. The objective is to find that annual operating policy of a single reservoir having an economic loss associated with each draft rate which minimizes the expected loss.read more
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Journal ArticleDOI
Optimal Operation of Multireservoir Systems: State-of-the-Art Review
TL;DR: Application of heuristic programming methods using evolutionary and genetic algorithms are described, along with application of neural networks and fuzzy rule-based systems for inferring reservoir system operating rules, to assess the state of the art in optimization of reservoir system management and operations.
Journal ArticleDOI
Dynamic programming applications in water resources
TL;DR: In this paper, the authors present a survey of dynamic programming models for water resource problems and examine computational techniques which have been used to obtain solutions to these problems, including aqueduct design, irrigation system control, project development, water quality maintenance, and reservoir operations analysis.
Journal ArticleDOI
Evolutionary algorithms and other metaheuristics in water resources
Holger R. Maier,Zoran Kapelan,Joseph R. Kasprzyk,Joshua B. Kollat,L. S. Matott,Maria da Conceição Cunha,Graeme C. Dandy,Matthew S. Gibbs,Edward Keedwell,Angela Marchi,Avi Ostfeld,Dragan Savic,Dimitri Solomatine,Jasper A. Vrugt,Aaron C. Zecchin,Barbara S. Minsker,Emily Barbour,George Kuczera,F. Pasha,Andrea Castelletti,Matteo Giuliani,Patrick M. Reed +21 more
TL;DR: Future EA-based applications to real-world problems require a fundamental shift of focus towards improving problem formulations, understanding general theoretic frameworks for problem decompositions, major advances in EA computational efficiency, and most importantly aiding real decision-making in complex, uncertain application contexts.
Journal ArticleDOI
Simulation-optimization modeling: a survey and potential application in reservoir systems operation.
TL;DR: Simulation, optimization and combined simulation–optimization modeling approach are discussed and an overview of their applications reported in literature is provided to help system managers decide appropriate methodology for application to their systems.
Journal ArticleDOI
Application of ANN for Reservoir Inflow Prediction and Operation
TL;DR: In this paper, an autoregressive integrated moving average time-series model and an ANN-based model were fitted to the monthly inflow data series and their performances were compared.