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20192024
most citedA Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning

42 citations · 91 across the 15 of their papers we have counts for

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Showing 2021Show all

5 papers · 1 filter

eess.SY2021

Accuracy and Application Scope Analysis for Linearized Branch Flow Model in Radial Distribution Systems

Hanyang Lin, Xinwei Shen, Qinglai Guo +1

An in-depth analysis of linearized branch flow (LBF) model considering current injection and absolute value of impedance is proposed in this paper. The form of LBF model is based o…

eess.SY2021

Large-scale Offshore Wind Farm Electrical Collector System Planning: A Mixed-Integer Linear Programming Approach

Xinwei Shen, Sunwei Li, Hongke Li

In this paper, we propose a planning method for large-scale offshore wind farm (OWF) electrical collector system (ECS) based on mixed integer linear programming, in which the sizin…

eess.SY2021★ 3 cited

Two-stage Planning for Electricity-Gas Coupled Integrated Energy System with CCUS Considering Carbon Tax and Price Uncertainty

Ang Xuan, Xinwei Shen, Qinglai Guo +1

In this article, we propose two-stage planning models for Electricity-Gas Coupled Integrated Energy System (EGC-IES), in which traditional thermal power plants (TTPPs) are consider…

eess.SY2021★ 11 cited

A Conditional Value-at-Risk Based Planning Model for Integrated Energy System with Energy Storage and Renewables

Ang Xuan, Xinwei Shen, Qinglai Guo +1

Owing to the potential higher energy supply efficiency and operation flexibility, integrated energy system (IES), which usually includes electric power, gas and heating/cooling sys…

cs.LG2021★ 42 cited

A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning

Haizhou Liu, Xuan Zhang, Xinwei Shen +1

With the deployment of smart sensors and advancements in communication technologies, big data analytics have become vastly popular in the smart grid domain, informing stakeholders…