Personal information

Activities

Employment (2)

Anhui University: Hefei, Anhui, CN

2022-08 to present (School of Artifical Intelligence)
Employment
Source: Self-asserted source
Xiao-Yu Zhang

Royal Holloway, University of London: Egham, Surrey, GB

2018-09 to 2022-06 | Teaching Assistant
Employment
Source: Self-asserted source
Xiao-Yu Zhang

Education and qualifications (3)

Royal Holloway, University of London: Egham, Surrey, GB

2018-01-15 to 2022-07-01 | PhD Electronic Engineering (Electronic Engineering)
Education
Source: Self-asserted source
Xiao-Yu Zhang

University of Birmingham: Birmingham, West Midlands, GB

2016-09-19 to 2017-08-01 | Msc Electrical Power System (Electrical and Electronic Engineering)
Education
Source: Self-asserted source
Xiao-Yu Zhang

North China Electric Power University: Beijing, Beijing, CN

2012-09-01 to 2016-07-01 | B.Eng Mechanical Engineering and Automation (Mechanical Engineering )
Education
Source: Self-asserted source
Xiao-Yu Zhang

Professional activities (1)

IEEE: New York, NY, US

2018-01 to present | Student Member
Membership
Source: Self-asserted source
Xiao-Yu Zhang

Funding (3)

Coordinated Management of Energy Communities Based on Decentralized Federated Reinforcement Learning

2024-01 to 2026-12 | Grant
National Natural Science Foundation of China (Beijing, CN)
Source: Self-asserted source
Xiao-Yu Zhang

Ethics and Laws of Algorithms

2020-01 to 2020-07 | Grant
Royal Holloway, University of London (London, GB)
Source: Self-asserted source
Xiao-Yu Zhang

Smart meters: Developing new designs to improve privacy and freedom of choice

Works (22)

Robust Lightweight UAV Inspection System for Consumer Electronics Applications in Smart Grids

IEEE Transactions on Consumer Electronics
2025 | Journal article
Contributors: Xiao-Yu Zhang; Yang Xuan; Chaoxu Mu; Zhenhuan Ding; Hui Wang; Peiqian Guo
Source: check_circle
Crossref

Capacitive Harmonic Analysis and DSTATCOM-Based Comprehensive Power Quality Management in Metro Substations

IEEE Transactions on Transportation Electrification
2025-02 | Journal article
Contributors: Peiqian Guo; Zhichang Yuan; Zhongbei Tian; Xiao-Yu Zhang; Congqi Yin; Wei Liu; Zhilin Jiang; Miaoyi Xiang; Ningyi He; Yuming Zhao et al.
Source: check_circle
Crossref

Graph Multi-Agent Reinforcement Learning for Inverter-Based Active Voltage Control

IEEE Transactions on Smart Grid
2024 | Journal article
Contributors: Chaoxu Mu; Zhaoyang Liu; Jun Yan; Hongjie Jia; Xiaoyu Zhang
Source: check_circle
Crossref

Ethical considerations in advanced metering infrastructure integration: A systematic review

Energy Strategy Reviews
2024-11 | Journal article
Contributors: Xiao-Yu Zhang; Peiqian Guo; Stefanie Kuenzel; Congqi Yin
Source: check_circle
Crossref

Future‐proofing city power grids: FID‐based efficient interconnection strategies for major load‐centred environments

IET Renewable Power Generation
2024-11 | Journal article
Contributors: Peiqian Guo; Zhongbei Tian; Zhichang Yuan; Lu Qu; Xiao‐Yu Zhang; Xiao‐Ping Zhang
Source: check_circle
Crossref

Research on Symmetric Bipolar MMC-M2Tdc-Based Flexible Railway Traction Power Supply System

IEEE Transactions on Transportation Electrification
2024-03 | Journal article
Contributors: Peiqian Guo; Zhongbei Tian; Zhichang Yuan; Xiao-Yu Zhang; Dela Sharifi
Source: check_circle
Crossref

Low‐voltage DC building distribution and utilization system and its implementation in China southern grid

IET Renewable Power Generation
2024-02 | Journal article
Contributors: Peiqian Guo; Xiao‐Yu Zhang; Zhichang Yuan; Yuming Zhao; Yizhen Wang; Guowei Liu; Jiufang Man; Yuxuan Wang; Zhilin Jiang; Miaoyi Xiang et al.
Source: check_circle
Crossref

Privacy-Preserving Federated Learning for Value-Added Service Model in Advanced Metering Infrastructure

IEEE Transactions on Computational Social Systems
2024-02 | Journal article
Contributors: Xiao-Yu Zhang; José-Rodrigo Córdoba-Pachón; Peiqian Guo; Chris Watkins; Stefanie Kuenzel
Source: check_circle
Crossref

A hybrid data-driven online solar energy disaggregation system from the grid supply point

Complex & Intelligent Systems
2023-08 | Journal article
Contributors: Xiao-Yu Zhang; Stefanie Kuenzel; Peiqian Guo; Lei Yin; Chris Watkins
Source: check_circle
Crossref

Review of Home Energy Management Systems Based on Deep Reinforcement Learning

2023 38th Youth Academic Annual Conference of Chinese Association of Automation (YAC)
2023-08-27 | Conference paper
Contributors: Ruixiang Sheng; Chaoxu Mu; Xiaoyu Zhang; Zhenhuan Ding; Changyin Sun
Source: Self-asserted source
Xiao-Yu Zhang

Ultra-Short-Term Photovoltaic Power Forecasting Based on Transformer Model

2023 38th Youth Academic Annual Conference of Chinese Association of Automation (YAC)
2023-08-27 | Conference paper
Contributors: Mengqi Guo; Chaoxu Mu; Xiaoyu Zhang; Zhenhuan Ding
Source: Self-asserted source
Xiao-Yu Zhang

Behind-the-Meter Energy Storage System Operation via Hindsight Experience Replay

2023 IEEE 6th International Electrical and Energy Conference (CIEEC)
2023-05-12 | Conference paper
Contributors: Zhenhuan Ding; Wentao Li; Xiaoyu Zhang; Qianqian Zhang
Source: Self-asserted source
Xiao-Yu Zhang

Electricity Theft Detection Based on SMOTE Oversampling and Logistic Regression Classifier

2023 IEEE 6th International Electrical and Energy Conference (CIEEC)
2023-05-12 | Conference paper
Contributors: Jin Wang; Xiaoyu Zhang
Source: Self-asserted source
Xiao-Yu Zhang

Path planning of power line inspection based on DDPG for obstacle avoidance with UAV

2023 IEEE 6th International Electrical and Energy Conference (CIEEC)
2023-05-12 | Conference paper
Contributors: Xingnan Zheng; Zhenhuan Ding; Xiaoyu Zhang; Chaoxu Mu
Source: Self-asserted source
Xiao-Yu Zhang

UAV Transmission Line Inspection Algorithm Based on Cross-scale Feature Fusion and Attention Mechanism

2023 IEEE 6th International Electrical and Energy Conference (CIEEC)
2023-05-12 | Conference paper
Contributors: Yang Xuan; Chaoxu Mu; Xiaoyu Zhang; Zhenhuan Ding; Changyin Sun
Source: Self-asserted source
Xiao-Yu Zhang

A Hybrid ConvLSTM-Based Anomaly Detection Approach for Combating Energy Theft

IEEE Transactions on Instrumentation and Measurement
2022 | Journal article
Contributors: Hong-Xin Gao; Stefanie Kuenzel; Xiao-Yu Zhang
Source: check_circle
Crossref

Hybrid Short-term Load Forecasting Method Based on Empirical Wavelet Transform and Bidirectional Long Short-term Memory Neural Networks

Journal of Modern Power Systems and Clean Energy
2022 | Journal article
Part of ISSN: 2196-5625
Contributors: Xiao-Yu Zhang
Source: Self-asserted source
Xiao-Yu Zhang

Multi-quantile recurrent neural network for feeder-level probabilistic energy disaggregation considering roof-top solar energy

Engineering Applications of Artificial Intelligence
2022-04 | Journal article
Contributors: Xiao-Yu Zhang; Chris Watkins; Stefanie Kuenzel
Source: check_circle
Crossref

Privacy boundary determination of smart meter data using an artificial intelligence adversary

International Transactions on Electrical Energy Systems
2021-09-14 | Journal article
Contributors: Xiao‐Yu Zhang; Chris Watkins; Clive Cheong Took; Stefanie Kuenzel
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Differential privacy for deep learning-based online energy disaggregation system

IEEE PES Innovative Smart Grid Technologies Conference Europe
2020 | Conference paper
EID:

2-s2.0-85089821967

Contributors: Zhang, X.-Y.; Kuenzel, S.
Source: Self-asserted source
Xiao-Yu Zhang via Scopus - Elsevier
grade
Preferred source (of 2)‎

Feeder-Level Deep Learning-based Photovoltaic Penetration Estimation Scheme

Asia-Pacific Power and Energy Engineering Conference, APPEEC
2020 | Conference paper
EID:

2-s2.0-85094321520

Part of ISSN: 21574847 21574839
Contributors: Zhang, X.-Y.; Kuenzel, S.; Watkins, C.
Source: Self-asserted source
Xiao-Yu Zhang via Scopus - Elsevier
grade
Preferred source (of 2)‎

Privacy-Functionality Trade-Off: A Privacy-Preserving Multi-Channel Smart Metering System

Energies
2020-06 | Journal article | Author
Contributors: Xiao-Yu Zhang; Stefanie Kuenzel; José-Rodrigo Córdoba-Pachón; Chris Watkins
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 4)‎

Peer review (23 reviews for 10 publications/grants)

Review activity for Applied sciences. (1)
Review activity for Complex & intelligent systems. (2)
Review activity for e-Prime - Advances in Electrical Engineering, Electronics and Energy (2)
Review activity for Electronics. (1)
Review activity for Energies. (5)
Review activity for Neural computing & applications. (2)
Review activity for Sensors. (3)
Review activity for Sustainability. (2)
Review activity for Sustainable energy, grids and networks. (4)
Review activity for Systems. (1)