PSO-MODSIMP: OPTIMIZATION-SIMULATION MODEL FOR OPTIMAL DESIGN AND OPERATION OF MULTIRESERVOIR HYDROPOWER SYSTEMS

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EMAMI TABRIZI S.; MOUSAVI S.J.; AFZALI R.

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Journal: Civil Engineering Infrastructures Journal Year:2012 | Volume:45 | Issue:7 Page(s): 753-762

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Title

PSO-MODSIMP: OPTIMIZATION-SIMULATION MODEL FOR OPTIMAL DESIGN AND OPERATION OF MULTIRESERVOIR HYDROPOWER SYSTEMS

Author(s)

EMAMI TABRIZI S. | MOUSAVI S.J. | AFZALI R. | Issue Writer Certificate

Keywords

MULTI RESERVOIR SYSTEMSQ3

HYDROPOWERQ3

OPTIMIZATIONQ2

SIMULATIONQ2

Abstract

Application of SIMULATION-optimization models to the problem of optimal design and operation of multi-reservoir HYDROPOWER systems with control on the reliability of meeting the system’s energy yield could be a suitable approach to solve the resulting mixed integer nonlinear, nonconvex OPTIMIZATION model. An OPTIMIZATION-simulation model has been developed in this study by integrating MODSIM river basin SIMULATION model and Particle Swarm OPTIMIZATION (PSO) algorithm. First, the possibility of defining an energy demand-node and applying a HYDROPOWER standard operating policy (HSOP) in MODSIM was provided. Then the extended SIMULATION model (MODSIMP) was linked to the PSO algorithm with the objective function of maximization of the net benefit from the system’s design and operation over its projected life period. In the developed model, each objective function evaluation of PSO is performed by running MODSIMP. Analysis of the PSO-MODSIMP model results was done through its application to the problem of optimal design and operation of the Khersan multireservoir HYDROPOWER system as a real case study. Computational efficiency of the MODSIMP in simulating the operation of multireservoir HYDROPOWER systems and the flexibility of the PSO algorithm in considering the model nonlinearity has provided a promising modeling tool in tackling the problem of optimal design and operation of multi-reservoir HYDROPOWER systems.

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APA: Copy

EMAMI TABRIZI, S., MOUSAVI, S.J., & AFZALI, R.. (2012). PSO-MODSIMP: OPTIMIZATION-SIMULATION MODEL FOR OPTIMAL DESIGN AND OPERATION OF MULTIRESERVOIR HYDROPOWER SYSTEMS. CIVIL ENGINEERING INFRASTRUCTURES JOURNAL (CEIJ) (JOURNAL OF FACULTY OF ENGINEERING), 45(7), 753-762. SID. https://sid.ir/paper/166608/en

Vancouver: Copy

EMAMI TABRIZI S., MOUSAVI S.J., AFZALI R.. PSO-MODSIMP: OPTIMIZATION-SIMULATION MODEL FOR OPTIMAL DESIGN AND OPERATION OF MULTIRESERVOIR HYDROPOWER SYSTEMS. CIVIL ENGINEERING INFRASTRUCTURES JOURNAL (CEIJ) (JOURNAL OF FACULTY OF ENGINEERING)[Internet]. 2012;45(7):753-762. Available from: https://sid.ir/paper/166608/en

IEEE: Copy

S. EMAMI TABRIZI, S.J. MOUSAVI, and R. AFZALI, “PSO-MODSIMP: OPTIMIZATION-SIMULATION MODEL FOR OPTIMAL DESIGN AND OPERATION OF MULTIRESERVOIR HYDROPOWER SYSTEMS,” CIVIL ENGINEERING INFRASTRUCTURES JOURNAL (CEIJ) (JOURNAL OF FACULTY OF ENGINEERING), vol. 45, no. 7, pp. 753–762, 2012, [Online]. Available: https://sid.ir/paper/166608/en

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