Article ID Journal Published Year Pages File Type
399957 International Journal of Electrical Power & Energy Systems 2012 9 Pages PDF
Abstract

Hydro power plants are multipurpose projects, which are not only generating power but also responsible for the fulfillment of irrigation requirements of nearby zone. To harness the potential energy of released water Canal Head Power Houses (CHPHs) are also located at irrigation canals of the multipurpose projects. The present paper proposed a Novel Self Adaptive Inertia Weight Particle Swarm Optimization (NSAIW_PSO) approach to determine the optimal generation schedule of real operated cascaded hydroelectric system located at Narmada river in Madhya Pradesh, India. Here generation scheduling problem has been formulated in two cases. Case one considers natural inflows, evaporation losses and irrigation requirements assuming no generation through CHPHs. Whereas second case considers all above factors along with generation through CHPHs. Results show that in case two the amount of water discharge through all hydro power plants is less in comparison to case one to fulfill the same load demand, which shows the importance of CHPHs.

► Real operated cascaded system taken as test system. ► Problem formulated in two cases, case 2 includes power generation through CHPHs also. ► Population size 25 gives best objective function. ► Total discharge is less in case 2. ► Less storage power plants are generating more power.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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