A centralized voltage regulation method for distribution networks containing high penetrations of photovoltaic power
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Centralized optimization-based VVC formulations can incorporate detailed models of device capabilities and network constraints, and optimize for objectives such as loss minimization, voltage profile improvement, or conservation voltage reduction.
“Such formulations can incorporate detailed models of device capabilities and network constraints, and optimize for objectives such as loss minimization, voltage profile improvement, or conservation voltage reduction.”
From Physics-Informed AI-Based EV smart inverter control for two-stage Volt/Var coordination in renewable-rich active distribution networks (2026) · cites this paper as [10]
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Voltage Optimization in PV-Rich Distribution Networks—A Review
Dubravac, M., Fekete, K., Topić, D., & Barukčić, M. (2022) · Applied Sciences · doi:10.3390/app122312426 · Cited by 26 · see citing works
Zhong, Y., Qiu, J., Yang, Y., Zhang, C., Tao, Y., Sun, X., & Lai, S. (2026) · Energy and AI · doi:10.1016/j.egyai.2026.100869
- Authors
- Ma, W., Wang, W., Chen, Z., & Hu, R.
- Affiliations
- Beijing Jiaotong University (CN)
- Aalborg University (DK)
- Corresponding author
- Ma, Wei
- Venue
- International Journal of Electrical Power & Energy Systems
- Publisher
- Elsevier BV
- Published
- 2021-07
- Volume
- 129
- Pages
- 106852
- ISSN
- 0142-0615 (ISSN-L)
- OpenAlex
- W3167295213
- Cited by
- 44
- References
- 0
- Citations by year
- 2026: 7 · 2025: 8 · 2024: 11 · 2023: 6 · 2022: 10 · 2021: 2
- FWCI
- 2.13
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- International Journal of Electrical Power & Energy Systems (publishedVersion)
- VBN Forskningsportal (Aalborg Universitet) (submittedVersion)
- Funders
- National Key Research and Development Program of China (2018YFB0905200)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Optimal Power Flow Distribution
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Power System Optimization and Stability
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Power Quality and Harmonics
- Keywords
- distribution networks, photovoltaic integration, voltage fluctuation, on-load tap changer, capacitor bank, mixed-integer nonlinear programming, NSGA-II, Pareto optimal solutions, operating losses, high PV penetration
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