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researcher

Shangyang He

2 papers hereh-index 5302 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • eess.SY2

identity via Semantic Scholar / OpenAlex

most citedProbabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach

132 citations · 254 across the 2 of their papers we have counts for

collaborators

2 papers

eess.SY2022★ 122 cited

Federated Multi-Agent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multi-Microgrid Energy Management

Yuanzheng Li, Shangyang He, Yang Li +2

The utilization of large-scale distributed renewable energy promotes the development of the multi-microgrid (MMG), which raises the need of developing an effective energy managemen…

eess.SY2022★ 132 cited

Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach

Yuanzheng Li, Shangyang He, Yang Li +3

The electric vehicle (EV) and electric vehicle charging station (EVCS) have been widely deployed with the development of large-scale transportation electrifications. However, since…

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