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Transactions: WSEAS TRANSACTIONS ON POWER SYSTEMS
Transactions ID Number: 32-302
Full Name: Sevugarathinam Muthu Vijaya Pandian
Position: Researcher
Age: ON
Sex: Male
Address: Lecturer , Department of E.E.E , V.L.B.Janakiammal College of Engg and Technology, Coimbatore,Tamil Nadu, India.
Country: INDIA
Tel: +91-9865259633
Tel prefix:
Fax: +91-04222604567
E-mail address: ajay_vijay@rediffmail.com
Other E-mails: mvp_78@rediffmail.com
Title of the Paper: A Hybrid Neuro-Efficient Particle Swarm Optimization (EPSO) Algorithm for Economic Load Dispatch Considering Transmission Losses with Non-Smooth Cost Function
Authors as they appear in the Paper: S.Muthu Vijaya Pandian,Dr.K.Thanushkodi
Email addresses of all the authors: ajay_vijay@rediffmail.com
Number of paper pages: 10
Abstract: A hybrid NEURO-EPSO algorithm for solving Economic Load Dispatch(ELD) problem with non smooth cost function is presented in this paper.The ELD problem is a highly constrained, large scale, non-linear optimization problem, considering the equality and inequality constraints. To demonstrate the effectiveness of the proposed algorithm, it is applied to test ELD problem one with smooth and the other with non-smooth cost functions while considering the Valve-Point loading effects. Here we employ an Efficient PSO technique and the Back Propagation Algorithm (NN) to solve the ELD problem, so that faster convergence and more optimized results are obtained compared to other optimization techniques.
Keywords: Economic Load Dispatch, Efficient Particle Swarm Optimization, Neural Networks, Back propagation algorithm, Valve Point Loading Effects.
EXTENSION of the file: .doc
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