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Journal ArticleDOI

Multi-reservoir optimization for hydropower production using NLP technique

TLDR
In this article, a non-linear programming (NLP) model has been applied to Koyna Hydro-electric Project (KHEP) for maximizing the hydropower production and satisfying the irrigation demands.
Abstract
Deriving the optimal operational rules for a multi-reservoir system serving various purposes like irrigation, multiple hydropower plants and flood control are complex. In the present study, such a multi-reservoir system with multiple hydropower plants are optimized for maximizing the hydropower production and satisfying the irrigation demands using a Non-linear Programming (NLP) technique. The developed NLP model has been applied to Koyna Hydro-Electric Project (KHEP) for maximizing the hydropower production and solved for three different dependable inflow scenarios under various operating policies. The complexity of the problem is such that the power releases and irrigation releases are in opposite direction and are non-commensurate. The total annual power production, monthly power production and the end of the month storage plots are compared for different inflows and operating policies. From the study, it is found that hydropower production can be increased to a minimum of 22% by slightly relaxing the tribunal constraint on releases towards the western side. The optimal releases from Policy 3 are further evaluated using a simulation model. The simulation result shows that the optimal releases have performed satisfactorily over long period of operation.

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Citations
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Journal ArticleDOI

Maximizing energy production from hydropower dams using short-term weather forecasts

TL;DR: In this article, the authors explored the maximization of hydropower generation by optimizing reservoir operations based on short-term inflow forecasts derived from publicly available numerical weather prediction (NWP) models.
Journal ArticleDOI

Optimization of the hydropower energy generation using Meta-Heuristic approaches: A review

TL;DR: A comprehensive analysis of recent attempts to extend the operating policies of hydraulic structures to reach extraordinary degrees of versatility is provided, a subject of many recent research projects using metaheuristic algorithms.
Journal ArticleDOI

Application of Cat Swarm Optimization Algorithm for Optimal Reservoir Operation

TL;DR: The scarcity of water resources throughout the world has caused many complexities in meeting water demands, which in turn has created a tendency toward developing more efficient and effective water management systems.
Journal ArticleDOI

Optimisation of Multiple Hydropower Reservoir Operation Using Artificial Bee Colony Algorithm

TL;DR: In this article, an Artificial Bee Colony (ABC) algorithm was developed to solve the Chenderoh Reservoir operation optimisation problem which located in the state of Perak, Malaysia, aimed to minimise the water deficit in the operating system and examine its performance impact based on monthly and weekly data input.
Journal ArticleDOI

A novel grey prediction model for seasonal time series

TL;DR: Considering the weakness in the discrete grey seasonal model, a new gray seasonal model is put forward by introducing a time trends item as mentioned in this paper, and some properties of this proposed model are deduced, such as the unbiased feature to provide more information to perceive this model.
References
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Journal ArticleDOI

A review of selected optimal power flow literature to 1993. I. Nonlinear and quadratic programming approaches

TL;DR: In this paper, a review of literature on optimal power flow tracing progress in this area over from 1962-93 is presented. Part I deals with the application of nonlinear and quadratic programming.
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A review of selected optimal power flow literature to 1993. II. Newton, linear programming and interior point methods

TL;DR: A survey of literature on optimal power flow from 1968-93 can be found in this article, where Newton-based, linear programming, and interior point methods of solution are considered.
Journal ArticleDOI

Optimization of Large-Scale Hydropower System Operations

TL;DR: In this paper, a practical monthly optimization model, called SISOPT, is developed for the management and operations of the Brazilian hydropower system, where the basic model is formulated in nonlinear programming (NLP).
Journal ArticleDOI

Short-Term Operation Model for Coupled Hydropower Reservoirs

TL;DR: In this article, a short-term operation model is developed for optimal operation of hydraulically coupled hydropower plants, which uses mixed integer nonlinear programming as an optimization tool.
Journal ArticleDOI

A Bayesian Stochastic Optimization Model for a Multi-Reservoir Hydropower System

TL;DR: In this article, the authors present an operating policy model for a multi-reservoir system for hydropower generation by addressing forecast uncertainty along with inflow uncertainty, which incorporates a Bayesian approach within the classical stochastic dynamic programming formulation.
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