NDLI: Effective load carrying capability evaluation for high penetration renewable energy integration

Content Provider	IEEE Xplore Digital Library
Author	Zhi Chen Lei Wu
Copyright Year	2015
Description	Author affiliation: Dept. of Electr. Eng., Arkansas Tech Univ., Russellville, AR, USA (Zhi Chen) \|\| Dept. of Electr. & Comput. Eng., Clarkson Univ., Potsdam, NY, USA (Lei Wu)
Abstract	This paper proposes an Approximate Dynamic Programming (ADP) based approach to evaluate the effective load carrying capability (ELCC) of high penetration renewable resources by solving the long-term security-constrained unit commitment (SCUC) problem with various uncertainties related to solar radiation, wind speed, and load level. Compared with traditional approaches, the proposed approach can assist Independent System Operator (ISO) to make the decision on the basis of current day information only, hence it can reduce the computation burden from future states forecasting. The objective of the proposed long-term SCUC formulation is to minimize the operation cost for the base case with forecast values while considering variable cost from uncertainties. Numerical case studies on a 6-bus system illustrate the effectiveness of the proposed ADP based long-term SCUC model for the investigation of ELCC under various uncertainties.
Starting Page	1
Ending Page	5
File Size	544941
Page Count	5
File Format	PDF
ISBN	9781467380409
DOI	10.1109/PESGM.2015.7286141
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-07-26
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Correlation Uncertainty Stochastic processes Wind farms Wind Reliability Fuels power system reliability Effective load carrying capability approximate dynamic programming renewable resource integration
Content Type	Text
Resource Type	Article

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