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Reliability constrained unit commitment problem incorporating demand response program


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1 Department of Electrical Engineering, S. V. National Institute of Technology, Surat- 395007, Gujarat, India
     

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In a restructured power market, the independent system operator (ISO) executes the reliability constrained unit commitment (RCUC) program to plan a reliable and an economical hourly generation schedule for the day-ahead market. This work presents probabilistic method for the incorporation of the unavailability of the generating units in the solution of the Unit commitment (UC) problem. In this paper, Gbest Artificial Bee Colony (GABC) algorithm is used for solving the UC problem, while the evaluation of the required spinning reserve capacity is performed by using Loss of Load Probability (LOLP) index. IEEE RTS 24 bus system is used to demonstrate RCUC problem for different reliability levels. Considerable developments in the real time telemetry of demand-side systems allow ISO to use reserves provided by demand response programs (DRPs) in a restructured power market. In this paper, the hourly demand response is incorporated into RCUC for economic and reliability purposes. The RCUC problem with Emergency Demand Response Program (EDRP) is tested on IEEE RTS 24 bus system. Minimum cost results for each case and reduction in load demands for DRPs are formulated.

Keywords

Reliability constrained unit commitment, demand response programs, gbest artificial bee colony algorithm.
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  • Reliability constrained unit commitment problem incorporating demand response program

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Authors

Manisha Govardhan
Department of Electrical Engineering, S. V. National Institute of Technology, Surat- 395007, Gujarat, India
Fenil Master
Department of Electrical Engineering, S. V. National Institute of Technology, Surat- 395007, Gujarat, India
Ranjit Roy
Department of Electrical Engineering, S. V. National Institute of Technology, Surat- 395007, Gujarat, India

Abstract


In a restructured power market, the independent system operator (ISO) executes the reliability constrained unit commitment (RCUC) program to plan a reliable and an economical hourly generation schedule for the day-ahead market. This work presents probabilistic method for the incorporation of the unavailability of the generating units in the solution of the Unit commitment (UC) problem. In this paper, Gbest Artificial Bee Colony (GABC) algorithm is used for solving the UC problem, while the evaluation of the required spinning reserve capacity is performed by using Loss of Load Probability (LOLP) index. IEEE RTS 24 bus system is used to demonstrate RCUC problem for different reliability levels. Considerable developments in the real time telemetry of demand-side systems allow ISO to use reserves provided by demand response programs (DRPs) in a restructured power market. In this paper, the hourly demand response is incorporated into RCUC for economic and reliability purposes. The RCUC problem with Emergency Demand Response Program (EDRP) is tested on IEEE RTS 24 bus system. Minimum cost results for each case and reduction in load demands for DRPs are formulated.

Keywords


Reliability constrained unit commitment, demand response programs, gbest artificial bee colony algorithm.



DOI: https://doi.org/10.33686/prj.v10i3.189467