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Q1 2026

Multi-objective optimization of differentiated marketing service ecosystem considering green power direct connection scenario

Hao Shen · Wei Guo · Kai Nan · Weihua Zuo · Yongkun Hu · Hongxin Zhang · Xing Chen · Changwei Shi · Bo Ling · Guanghua Wu · Peng Tao · Qingguang Yu
10.1186/s44147-026-01032-4 380 Views 0 Citations
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Abstract

Abstract
In power systems with high penetration of renewable energy and inverter-based resources, traditional uniform power supply strategies are no longer able to satisfy differentiated customer requirements for Customer Power Supply Reliability (CPSR) and power quality. To address this issue, this paper proposes a differentiated smart power supply marketing service mode considering voltage sag constraints and Green Power Direct Connection (GPDC). First, a dual-dimensional customer reliability classification method is established based on supply continuity and voltage sag sensitivity. Second, a probabilistic voltage sag model considering renewable power fluctuations is developed. On this basis, a multi-objective mixed-integer optimization model integrating GPDC allocation, energy storage dispatch, and Volt/VAR regulation is formulated to simultaneously minimize system operating costs and maximize renewable energy utilization while satisfying reliability constraints. Simulation results on a representative distribution network demonstrate that the proposed method can significantly improve supply reliability for critical customers and increase renewable energy consumption. The proposed framework provides an engineering-oriented solution for differentiated power supply services in future smart distribution systems.

Cite this Article (APA)
Hao, S., Wei, G., Kai, N., Weihua, Z., Yongkun, H., Hongxin, Z., Xing, C., Changwei, S., Bo, L., Guanghua, W., Peng, T., Qingguang, Y. (2026). Multi-objective optimization of differentiated marketing service ecosystem considering green power direct connection scenario. Journal of Engineering and Applied Science. https://doi.org/10.1186/s44147-026-01032-4
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Published in
ISSN 1110-1903
Quartile Q1
AMS Score 100
Field Engineering & Technology
Publisher Cairo University, Faculty of Engine
Country 🇪🇬 Egypt
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Publication Details
Year 2026
Language English
Added 24 Aug 2026