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Evolutionary tristate PSO for strategic bidding of pumped-storage hydroelectric plant
Published in
2010
Volume: 40
   
Issue: 4
Pages: 460 - 471
Abstract
This paper develops bidding strategy for operating multiunit pumped-storage power plant in a day-ahead electricity market. Based on forecasted hourly market clearing price, the objective is to self-schedule and maximize the expected profit of the pumped-storage plant, considering both spinning and nonspinning reserve bids and meeting the technical operating constraints. Evolutionary tristate particle swarm optimization (ETPSO) based approach is proposed to solve the problem, combining basic particle swarm optimization (PSO) with tristate coding technique and genetics-based mutation operation. The discrete characteristic of a pumped-storage plant is modeled using tristate coding technique and mutation operation is used for faster convergence. The proposed model is adaptive for nonlinear 3-D relationship between the power produced, the energy stored, and the head of the associated reservoir. The proposed approach is applied for a practical utility consisting of four units. Simulation results for different operating cycles of the storage plant indicate the attractive properties of ETPSO approach with highly optimal solution and robust convergence behavior. © 2010 IEEE.
About the journal
JournalIEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews
ISSN10946977
Open AccessNo
Concepts (26)
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    BIDDING STRATEGY
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    Coding techniques
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    Convergence behaviors
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    DAY AHEAD MARKET
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    DAY-AHEAD ELECTRICITY MARKET
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    EXPECTED PROFITS
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    Faster convergence
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    HYDROELECTRIC PLANT
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    Market clearing price
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    MUTATION OPERATIONS
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    NONSPINNING RESERVE
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    Operating constraints
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    OPERATING CYCLE
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    Optimal solutions
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    PUMPED STORAGE PLANTS
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    SELF-SCHEDULE
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    SELF-SCHEDULING
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    Simulation result
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    STORAGE PLANTS
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    STRATEGIC BIDDING
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    Commerce
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    Electric load forecasting
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    Profitability
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    Scheduling
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    Three dimensional
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    Particle swarm optimization (pso)