Frequency-Constrained Unit Commitment Considering Battery Storage System and Forecast Error

Nhung Nguyen-Hong, Yosuke Nakanishi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Security considerations such as ramp reserve and frequency limits are especially important in power system operation and control. However, with the increasing penetration of renewable energy such as wind power, the system frequency response in case of the power imbalance to become weaker. This paper presents a framework for unit commitment for power systems consisting of conventional generators and wind generators. The research framework also considers the role of battery storage system in maintaining the system frequency. Besides, wind power and demand uncertainties are taken into account with using forecast error modeling. The unit commitment is formulated as a Mixed Integer Linear Programming (MILP) problem and is solved using CPLEX and MATPOWER.

Original languageEnglish
Title of host publicationInternational Conference on Innovative Smart Grid Technologies, ISGT Asia 2018
EditorsQuan Hao, Anurag Sharma
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1171-1176
Number of pages6
ISBN (Electronic)9781538642917
DOIs
Publication statusPublished - 2018 Sep 18
Event2018 International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018 - Singapore, Singapore
Duration: 2018 May 222018 May 25

Other

Other2018 International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018
CountrySingapore
CitySingapore
Period18/5/2218/5/25

Fingerprint

Wind power
Linear programming
Frequency response
Uncertainty

Keywords

  • chance constrained optimization
  • frequency dynamics
  • renewable energy
  • unit commitment

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Energy Engineering and Power Technology
  • Renewable Energy, Sustainability and the Environment
  • Electrical and Electronic Engineering

Cite this

Nguyen-Hong, N., & Nakanishi, Y. (2018). Frequency-Constrained Unit Commitment Considering Battery Storage System and Forecast Error. In Q. Hao, & A. Sharma (Eds.), International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018 (pp. 1171-1176). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISGT-Asia.2018.8467848

Frequency-Constrained Unit Commitment Considering Battery Storage System and Forecast Error. / Nguyen-Hong, Nhung; Nakanishi, Yosuke.

International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018. ed. / Quan Hao; Anurag Sharma. Institute of Electrical and Electronics Engineers Inc., 2018. p. 1171-1176.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nguyen-Hong, N & Nakanishi, Y 2018, Frequency-Constrained Unit Commitment Considering Battery Storage System and Forecast Error. in Q Hao & A Sharma (eds), International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018. Institute of Electrical and Electronics Engineers Inc., pp. 1171-1176, 2018 International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018, Singapore, Singapore, 18/5/22. https://doi.org/10.1109/ISGT-Asia.2018.8467848
Nguyen-Hong N, Nakanishi Y. Frequency-Constrained Unit Commitment Considering Battery Storage System and Forecast Error. In Hao Q, Sharma A, editors, International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 1171-1176 https://doi.org/10.1109/ISGT-Asia.2018.8467848
Nguyen-Hong, Nhung ; Nakanishi, Yosuke. / Frequency-Constrained Unit Commitment Considering Battery Storage System and Forecast Error. International Conference on Innovative Smart Grid Technologies, ISGT Asia 2018. editor / Quan Hao ; Anurag Sharma. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 1171-1176
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