UNIT COMMITMENT USING PARTICLE SWARM. OPTIMIZATION TECHNIQUE
نویسندگان
چکیده
منابع مشابه
Solving Security Constrained Unit Commitment by Particle Swarm Optimization
The issue of unit commitment is one of the most important economic plans in power system. In modern and traditional power systems, in addition to being economical of the planning, the issue of security in unit operation is also of great importance. Hence power system operation confronts units’ participation and input considering network security constrains. The issue of units’ participation is ...
متن کاملParticle Swarm Optimization Based Lagrangian Relaxation Method for Unit Commitment
This thesis proposes a two-stage optimization for solving unit commitment. In the first stage, Lagrangian Relaxation (LR) method is used to solve unit commitment using a sub-gradient algorithm for updating Lagrange multipliers. In the second stage, Particle Swarm Optimization (PSO) is applied to update Lagrange multipliers in the Lagrangian Relaxation method (PSOLR). Lagrange multipliers soluti...
متن کاملsolving security constrained unit commitment by particle swarm optimization
the issue of unit commitment is one of the most important economic plans in power system. in modern and traditional power systems, in addition to being economical of the planning, the issue of security in unit operation is also of great importance. hence power system operation confronts units’ participation and input considering network security constrains. the issue of units’ participation is ...
متن کاملAn Improved Particle Swarm Optimization Technique for Solving the Unit Commitment Problem
Automation of power system nowadays is one of the great spreading fields in electrical engineering. Artificial Intelligence Technique helps in developing and modifying the automated power system. The particle swarm optimization (PSO) technique is one of the recent artificial intelligent techniques. In this thesis a modified particle swarm optimization (MPSO) is utilized in Unit Commitment Probl...
متن کاملA Solution to The Unit Commitment Problem Using Hybrid Genetic and particle swarm optimization Algorithms
The solution of the unit commitment problem (UCP) is a complex optimization problem. The exact solution of the UCP can he obtained by a complete enumeration of all feasible combinations of generating units, which could be a huge number. The objective is to find the generation scheduling such that the total operating cost can be minimized, when subjected to a variety of constraints. This also me...
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ژورنال
عنوان ژورنال: ERJ. Engineering Research Journal
سال: 2005
ISSN: 1110-1180
DOI: 10.21608/erjm.2005.69887