A simulated annealing-based goal-attainment method for economic emission load dispatch of fixed head hydrothermal power systems

A novel multiobjective optimization method for economic emission load dispatch of fixed head hydro plants and thermal plants with nonsmooth fuel cost and emission level functions is presented. In this paper, the problem treats economic and emission as competing objectives. Assuming that the decision-maker has goals for each of the objective functions, the multiobjective problem is converted into a single-objective optimization by the goal-attainment method, which is then handled by the simulated annealing technique. The solution methodology can offer a global or near-global noninferior solution in a sense close to the decision-maker's requirements. Numerical results for a sample test system have been presented to demonstrate the applicability and validity of the proposed method.

[1]  H. Sasaki,et al.  Multiobjective optimal generation dispatch based on probability security criteria , 1988 .

[2]  Chun Che Fung,et al.  Simulated annealing based economic dispatch algorithm , 1993 .

[3]  Yacov Y. Haimes,et al.  Multiobjective Decision Making: Theory and Methodology , 1983 .

[4]  K. Chu On the noninferior set for the systems with vector-valued objective function , 1970 .

[5]  J. Nanda,et al.  Economic emission load dispatch with line flow constraints using a classical technique , 1994 .

[6]  K. M. Nor,et al.  An efficient method for optimal scheduling of fixed head hydro and thermal plants , 1991 .

[7]  J. Nanda,et al.  ECONOMIC-EMISSION LOAD DISPHTCH THROUGH GOAL PROGRAMMING TECHNIIJUES , 1988 .

[8]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[9]  G. Sheblé,et al.  Genetic algorithm solution of economic dispatch with valve point loading , 1993 .

[10]  M. R. Gent,et al.  Minimum-Emission Dispatch , 1971 .

[11]  F. Trutt,et al.  Efficient methods for optimal scheduling of fixed head hydrothermal power systems , 1988 .

[12]  Y. W. Wong,et al.  Short-term hydrothermal scheduling part. I. Simulated annealing approach , 1994 .

[13]  Emile H. L. Aarts,et al.  Simulated annealing and Boltzmann machines - a stochastic approach to combinatorial optimization and neural computing , 1990, Wiley-Interscience series in discrete mathematics and optimization.

[14]  Yacov Y. Haimes,et al.  Approach to performance and sensitivity multiobjective optimization: The goal attainment method , 1975 .