منابع مشابه
Structured Genetic Algorithm Technique for Unit Commitment Problem
This paper presents and identifies alternative strategies with the advantages of Genetic Algorithm for solving the Thermal Unit Commitment (UC) problem. A Parallel Structure has been developed to handle the infeasibility problem in a structured and improved Genetic Algorithm (GA) which provides an effective search and therefore greater economy. In addition, this proposed method lead us to obtai...
متن کاملUnit Commitment Problem Using Fuzzy Logic Controlled Genetic Algorithm
The fuzzy logic has been applied in combination with Genetic Algorithm (GA) to solve the unit commitment problem (UCP). For smooth and better convergence in GA, the crossover probability and mutation rate are adjusted by fuzzy logic strategy leading to an improved GA technique termed as Fuzzy Logic Controlled Genetic Algorithm (FLCGA). An FLCGA for determining the solution for this UCP has been...
متن کاملA Hybrid Genetic Algorithm Based Lagrangian Relaxation Approach for Profit Based Unit Commitment Problem
In this paper an application of a combined method for the profit based unit commitment problem (PBUC) using Genetic Algorithm and Lagrangian Relaxation (LR) is presented. The algorithm is proposed to solve PBUC under deregulated environment with the objective of maximizing GENCO’s profit and minimizing the operating cost. The problem formulation of the unit commitment takes into consideration t...
متن کاملGenetic Algorithm Based Tabu Search Method for Solving Unit Commitment Problem with Cooling –– Banking Constraints
This paper presents a new approach to solving the short-term unit commitment problem using the genetic algorithm based tabu search method with cooling and banking constraints. The objective of this paper is to find the generation scheduling such that the total operating cost can be minimized, when subjected to a variety of constraints. This also means that it is desirable to find the optimal ge...
متن کاملSolving Unit Commitment Problem in Microgrids by Harmony Search Algorithm in Comparison with Genetic Algorithm and Improved Genetic Algorithm
This article presents a Harmony Search Algorithm to solve the unit commitment (UC) problem. A micro grid includes various types of smart distributed generators, renewable generators, storage devices and controllable load. A micro grid must satisfy its local needs and should be under the hierarchical control of management system. Due to this combination of conventional and renewable sources, the...
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ژورنال
عنوان ژورنال: IEEE Transactions on Power Systems
سال: 1996
ISSN: 0885-8950
DOI: 10.1109/59.536120