A reinforcement learning algorithm to economic dispatch considering transmission losses

IEEE Region 10 Annual International Conference, Proceedings/TENCON

Volumn , Issue , 2008, Pages

  Jasmin, E A ^a   Imthias Ahamed, T P ^b   Jagathiraj, V P ^a,c  

^a Government Engineering College   (India)

^b TKM COLLEGE OF ENGINEERING   (India)

^c Department of Physics   (India)

Author keywords

Economic dispatch; Multi stage decision making problem; Q learning; Reinforcement learning

Indexed keywords

ECONOMIC DISPATCH; ECONOMIC DISPATCH PROBLEMS; GENERATING UNITS; MULTI-STAGE DECISION MAKING PROBLEM; POWER SYSTEMS; Q LEARNING; REINFORCEMENT LEARNING ALGORITHMS; SCHEDULING PROBLEMS; SYSTEM CONSTRAINTS; TOTAL COSTS; TRANSMISSION LOSS;

DECISION MAKING; EDUCATION; REINFORCEMENT; REINFORCEMENT LEARNING; SCHEDULING ALGORITHMS;

LEARNING ALGORITHMS;

EID: 78650760780     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TENCON.2008.4766652     Document Type: Conference Paper

References (19)

1. D.P.Bertsekas, J.N.Tsitsikilis. Neurodynamic Programming, Athena Scientific, Belmount,MA., 1996.
2. R.S.Sutton, A.G.Barto. Reinforcement Learning: An Introduction, Cambridge, MA:MIT Press, 1998
3. C.W.Anderson. Learning to control an inverted pendulam using Neural Networks, IEEE Control System Magazine, 9(1989) : 31 - 37
4. G.J.Tasauro, TD gammon. A self teaching backgammon program achieves master level play, Neural Computation 6 (1994) : 215 - 219.
5. RobortH.Crytes, AndrewG.Barto. Elevator group control using multiple reinforcement learning agent, Boston : Kulwer Academic, 2002.
6. T.P.ImthiasAhamed, P.S.NagendraRao, P.S.Sastry. A Reinforcement learning approach to Automatic Generation control, Electric Power Systems Research, 63 (2002) : 9-26.
7. T.P.Imthias Ahamed. A Reinforcement Learning Approach to Unit Commitment Problem, Proceedings of National Power System Conference 2006.
8. B.H.Chowdhury, and SalfurRahman. A Review of Recent advances in Economic Dispatch, IEEE Transactions on Power Systems, 5 (1990) : 1248-1259.
9. A.J.Wood, B.F.Woolenberg. Power Generation and Control, John Wiley Sons, 2002.
10. C.L. Chen, S.C. Wang. Branch and bound scheduling for thermal generating units, IEEE Trans. Energy Convers., 8 ( 1993) : 184 - 189
11. M.R.Farooqui, P.Jain, K.R.Naizi. Using Hopfield Neural Network for Economic Dispatch of Power systems, National Power & Energy Conference proceedings, 2003 : 5-10.
12. S.Senthikumar, V.Palnisamy. A Dynamic Programming based fast computation Hopfield network for Unitcommitment and Economic Dispatch, Electric Power & Energy systems (2006)
13. P.Aravindababu, K.R.Nayer. Economic Dispatch based on optimal lambda using radial basis function network, Electrical Power and Energy systems, 21 (2002) : 551-556.
14. P.H. Chen, H.C. Chang. Large Scale Economic Dispatch by Genetic Algorithm, IEEE Transactions on Power Systems 10, 4 (1995) : 1919 - 1926.
15. K.P.Wong, C.C. Fung. Simulated Annealing based Economic Dispatch algorithm, IEE Proc.- C 140, 6 (1993) : 509 - 515.
16. Whei Min Lin, Hong - Jey Gow. A Partition Approach algorithm for Nonconvex Economic Dispatch, Electric Power and Energy Systems (2007).
17. T.Jayabarathi, K. Jayaprakash. Evolutionary Programming techniques for different kinds of Economic Dispatch problems, Electric Power Systems Research 73 (2005) : 169 - 176.
18. P.Somasundaram, K.Kuppusamy. Application of Evolutionary Programming to security constrained Economic Dispatch, Electric Power & Energy systems, 27 (2005) : 343-351.
19. A.Immanuel Selvakumar, K.Thaushikodi. A New particle swarm optimization solution to non convex Economic Dispatch problems, IEEE Transactions on Power systems 22, 1 (2007) : 42-51.