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Economic Dispatch using a Genetic Algorithm: Application to Western

Date post: 27-Jan-2016
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Economic Dispatch using a Genetic Algorithm: Application to Western
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Page 1: Economic Dispatch using a Genetic Algorithm: Application to Western

INDEX

Page 2: Economic Dispatch using a Genetic Algorithm: Application to Western

ABSTRACT

A genetic algorithm is used to solve an economic dispatch problem. The chromosome contains only the encoding of a normalized incremental cost system. Therefore, the total number of bits of a chromosome is entirely independent of the number of units. In the first case, the transmission line losses are calculated using the Newton-Raphson method and kept constant. In the second case, the transmission line losses are considered as a linear function of the real generated power. The coefficients are calculated using the Gauss-Seidel method. This method has been applied to the western part of the Algerian power network, and the results have been found to be satisfactory compared with other results obtained using classical methods.

Page 3: Economic Dispatch using a Genetic Algorithm: Application to Western

OBJECTIVE

The economic dispatch problem, which is used to minimize the cost of productionof real power, can generally be stated as follows:

Page 4: Economic Dispatch using a Genetic Algorithm: Application to Western

OVERVIEW OF THE GENETIC ALGORITHM

Page 5: Economic Dispatch using a Genetic Algorithm: Application to Western

LOAD LEVELING

Page 6: Economic Dispatch using a Genetic Algorithm: Application to Western

LOAD LEVELING

Page 7: Economic Dispatch using a Genetic Algorithm: Application to Western

LOAD CONTROL

Page 8: Economic Dispatch using a Genetic Algorithm: Application to Western

TARIFF INCENTIVES AND PENALTIES

Page 9: Economic Dispatch using a Genetic Algorithm: Application to Western

BENEFITS OF DEMAND SIDE MANAGEMENT

Page 10: Economic Dispatch using a Genetic Algorithm: Application to Western

TYPES OF LOADS REQUIRE LOAD MANAGEMENT

Page 11: Economic Dispatch using a Genetic Algorithm: Application to Western

LOAD CURVE

Page 12: Economic Dispatch using a Genetic Algorithm: Application to Western

LOAD CURVE

Page 13: Economic Dispatch using a Genetic Algorithm: Application to Western

LOAD CURVE

Page 14: Economic Dispatch using a Genetic Algorithm: Application to Western

LOAD CURVE

Page 15: Economic Dispatch using a Genetic Algorithm: Application to Western

CONCLUSION

Page 16: Economic Dispatch using a Genetic Algorithm: Application to Western

Thank You


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