A New Heuristic Approach for Unit Commitment Problem Using Particle Swarm Optimization

2012 ◽  
Vol 37 (4) ◽  
pp. 1033-1042 ◽  
Author(s):  
Javid Khorasani
Keyword(s):  
Particle Swarm Optimization ◽  
Unit Commitment ◽  
Particle Swarm ◽  
Heuristic Approach ◽  
Unit Commitment Problem ◽  
Swarm Optimization ◽  
Commitment Problem

Solution to profit based unit commitment problem using particle swarm optimization

2010 ◽  
Vol 10 (4) ◽  
pp. 1247-1256 ◽  
Author(s):  
I. Jacob Raglend ◽  
C. Raghuveer ◽  
G. Rakesh Avinash ◽  
N.P. Padhy ◽  
D.P. Kothari
Keyword(s):  
Particle Swarm Optimization ◽  
Unit Commitment ◽  
Particle Swarm ◽  
Unit Commitment Problem ◽  
Swarm Optimization ◽  
Commitment Problem

scholarly journals A Novel way out to Unit Commitment Problem utilizing Evolutionary Particle Swarm Optimization

2019 ◽  
Vol 8 (4) ◽  
pp. 5039-5044
Keyword(s):  
Particle Swarm Optimization ◽  
Unit Commitment ◽  
Particle Swarm ◽  
Optimization Method ◽  
Unit Commitment Problem ◽  
Swarm Optimization ◽  
Priority List ◽  
The Third ◽  
System A ◽  
Commitment Problem

This paper differentiates the shows of three Unit Commitment strategies, three of which are the essential arrangement techniques for taking care of the Unit Commitment Problem named Priority List and Dynamic Programming strategies. The third strategy is the Evolutionary Particle Swarm Optimization method which has been applied productively to a plentiful blend of streamlining issues. Various regions in control frameworks require understanding at least one nonlinear streamlining emergencies. In spite of the way that systematic techniques may experience moderate intermingling and the scourge of dimensionality, heuristics-based swarm knowledge can be a capable substitute. Evolutionary Particle Swarm Optimization (EPSO), some portion of the swarm insight family, is known to adequately take care of enormous scale nonlinear improvement issues. This paper introduces the exit plan for Unit Commitment Problem by methods for EPSO system. A calculation was created to achieve an exit plan to the Unit Commitment Problem utilizing EPSO procedure. The adequacy of the calculation is tried on three generating units and the cultivated results utilizing the three techniques are thought about for complete working expense.

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