ENERGY SCHEDULING IN POWER MARKET UNDER STOCHASTIC DEPENDENCE STRUCTURE

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FARHADKHANI MEHDI

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL POWER SYSTEM CONFRENCE
Year:2015 | Issue:30

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Title

ENERGY SCHEDULING IN POWER MARKET UNDER STOCHASTIC DEPENDENCE STRUCTURE

Author(s)

FARHADKHANI MEHDI

Keywords

UNIT COMMITMENT

STOCHASTIC DEPENDENCESTRUCTURE

MULTISTAGE STOCHASTIC PROGRAMMING

SCENARIO TREECONSTRUCTION

COPULA FUNCTION

Abstract

SINCE THE EMERGENCE OF POWER MARKET, THE TARGET OFPOWER GENERATING UTILITIES HAS MAINLY SWITCHED FROM COSTMINIMIZATION TO REVENUE MAXIMIZATION. THEY DISPATCH THEIRPOWER ENERGY GENERATION UNITS IN THE UNCERTAIN ENVIRONMENT OFPOWER MARKET. AS A RESULT, MULTI-STAGE STOCHASTIC PROGRAMMINGHAS BEEN APPLIED WIDELY BY MANY POWER GENERATING AGENTS AS ASUITABLE TOOL FOR DEALING WITH SELF-SCHEDULING STRATEGIES UNDERUNCERTAINTY. HOWEVER, DEPENDENCE STRUCTURE BETWEEN STOCHASTICVARIABLES HAS BEEN ALMOST IGNORED IN THE LITERATURE. COPULAFUNCTION IS A NEW CONCEPT IN THE PROBABILITY AND STATISTICS FIELDWHICH HAS THE CAPABILITY TO REPRESENT THE DEPENDENCE STRUCTUREAMONG STOCHASTIC VARIABLES. HOWEVER, COPULA FUNCTION HASRECENTLY TAKEN INTO ACCOUNT IN POWER SYSTEM STUDIES BY SOMEARTICLES. IN THIS ARTICLE, SELF-SCHEDULING STRATEGY OF A GENERATIONUTILITY OWNING THERMAL UNITS IS INVESTIGATED WHILE THE DEPENDENCESTRUCTURE AMONG STOCHASTIC LOAD AND MARKET PRICE VARIABLES ISTAKING INTO ACCOUNT. WE ASSUME THAT THE GENERATION UTILITY IS APRICE-TAKER AGENT IN A POWER MARKET, AND IT ALSO HAS TO MEET THELOAD OF A SPECIFIC REGION AS A RETAILER. THE RESULTS INDICATES THAT ASTHE STOCHASTIC DEPENDENCE STRUCTURE AMONG LOAD AND PRICEVARIABLES IS CONSIDERED IN MODELING LOAD AND PRICE SCENARIOS, THEOUTPUT OF UNIT COMMITMENT PROBLEM CHANGES SO THAT THE REVENUEOF GENERATION UTILITY INCREASES.

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APA: Copy

FARHADKHANI, MEHDI. (2015). ENERGY SCHEDULING IN POWER MARKET UNDER STOCHASTIC DEPENDENCE STRUCTURE. INTERNATIONAL POWER SYSTEM CONFRENCE. SID. https://sid.ir/paper/939202/en

Vancouver: Copy

FARHADKHANI MEHDI. ENERGY SCHEDULING IN POWER MARKET UNDER STOCHASTIC DEPENDENCE STRUCTURE. 2015. Available from: https://sid.ir/paper/939202/en

IEEE: Copy

MEHDI FARHADKHANI, “ENERGY SCHEDULING IN POWER MARKET UNDER STOCHASTIC DEPENDENCE STRUCTURE,” presented at the INTERNATIONAL POWER SYSTEM CONFRENCE. 2015, [Online]. Available: https://sid.ir/paper/939202/en

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