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Wenjie Zhang

National University of Singapore · SG
Area of research
Control and Systems Engineering · Electrical and Electronic Engineering
Research interest
Research focused on Photovoltaic system and Probabilistic logic, with related work in Probabilistic forecasting, Quantile, AC power. Notable publications include 'An Improved Quantile Regression Neural Network for Probabilistic Load Forecasting', 'A Siting and Sizing Optimization Approach for PV–Battery–Diesel Hybrid Systems', and 'SolarGAN: Multivariate Solar Data Imputation Using Generative Adversarial Network'.
h-index
citations
1,431
works
24
NIH funding
primary concept
email

Recent publications

Optimization of deterministic and probabilistic forecasting for wind power based on ensemble learning
Energy 2025cited by 16position: middledoi
Subsidies for shared private electric vehicle chargers: A three-level Stackelberg game analysis
Transportation Research Part D Transport and Environment 2025cited by 10position: middledoi
EGFR and CYP signaling disruption underlies 6PPD-quinone hepatotoxicity: Insights from a network and machine learning approach
Toxicology 2025cited by 5position: firstdoi
Wind Power Forecasting in the presence of data scarcity: A very short-term conditional probabilistic modeling framework
Energy 2024cited by 43position: middledoi
Very short-term wind power forecasting considering static data: An improved transformer model
Energy 2024cited by 34position: middledoi
Mutitask Learning Network for Partial Discharge Condition Assessment in Gas-Insulated Switchgear
IEEE Transactions on Industrial Informatics 2024cited by 29position: middledoi
Product development strategies of electric vehicle manufacturers: Considering government subsidy and consumers' environmental preferences
Technological Forecasting and Social Change 2024cited by 24position: middledoi
Global floating PV status and potential
Progress in Energy 2024cited by 18position: middledoi
A meta-analysis and systematic review of photodynamic therapy for diabetic foot ulcers
Photodiagnosis and Photodynamic Therapy 2024cited by 12position: middledoi
The value of solar forecasts and the cost of their errors: A review
Renewable and Sustainable Energy Reviews 2023cited by 74position: middledoi
SoilingEdge: PV Soiling Power Loss Estimation at the Edge Using Surveillance Cameras
IEEE Transactions on Sustainable Energy 2023cited by 25position: firstdoi
Extended State Observer Based Adaptive Backstepping Nonsingular Fast Terminal Sliding-mode Control for Robotic Manipulators with Uncertainties
International Journal of Control Automation and Systems 2022cited by 15position: middledoi
Backstepping Sliding Mode Control Based on Extended State Observer for Robotic Manipulators with LuGre Friction
International Journal of Control Automation and Systems 2022cited by 14position: middledoi
Deep-Learning-Based Probabilistic Estimation of Solar PV Soiling Loss
IEEE Transactions on Sustainable Energy 2021cited by 69position: firstdoi
Observation of Negative Terahertz Photoconductivity in Large Area Type-II Dirac Semimetal <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:msub><mml:mrow><mml:mi>PtTe</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub></mml:math>
Physical Review Letters 2021cited by 63position: middledoi
SolarGAN: Multivariate Solar Data Imputation Using Generative Adversarial Network
IEEE Transactions on Sustainable Energy 2020cited by 111position: firstdoi
Improving Probabilistic Load Forecasting Using Quantile Regression NN With Skip Connections
IEEE Transactions on Smart Grid 2020cited by 77position: firstdoi
Magnetic Modulation of Terahertz Waves via Spin-Polarized Electron Tunneling Based on Magnetic Tunnel Junctions
Physical Review Applied 2020cited by 25position: middledoi
Ultrafast photocarrier dynamics in a 3D Dirac semimetal Cd3As2 film studied with terahertz spectroscopy
Applied Physics Letters 2019cited by 60position: firstdoi
An Improved Quantile Regression Neural Network for Probabilistic Load Forecasting
IEEE Transactions on Smart Grid 2018cited by 226position: firstdoi
Parallel and reliable probabilistic load forecasting via quantile regression forest and quantile determination
Energy 2018cited by 110position: firstdoi
Analytical Approach to Reactive Power Dispatch and Energy Arbitrage in Distribution Systems With DERs
IEEE Transactions on Power Systems 2018cited by 74position: middledoi
Distributed Model-Predictive Real-Time Optimal Operation of a Network of Smart Microgrids
IEEE Transactions on Smart Grid 2018cited by 74position: middledoi
A Siting and Sizing Optimization Approach for PV–Battery–Diesel Hybrid Systems
IEEE Transactions on Industry Applications 2017cited by 138position: middledoi
Economic and technical analysis of reactive power provision from distributed energy resources in microgrids
Applied Energy 2017cited by 97position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Dipti Srinivasan · National University of Singapore15 papers (2017–2025)Oktoviano Gandhi · National University of Singapore8 papers (2017–2024)Carlos D. Rodríguez‐Gallegos · Utrecht University7 papers (2017–2024)Thomas Reindl · Utrecht University6 papers (2017–2024)Hao Quan · National University of Singapore5 papers (2018–2023)Chao Zhang · Jiangsu University3 papers (2019–2021)Zuanming Jin · Shanghai University3 papers (2019–2021)C.Y. Chung · Monash University Malaysia3 papers (2023–2024)Guohong Ma · Shanghai University3 papers (2019–2021)Yonghui Sun · Nanchang University3 papers (2024–2025)Dazhi Yang · National University of Singapore3 papers (2017–2023)Peter Liu · Harbor–UCLA Medical Center2 papers (2022–2022) · 2 papers (2020–2023)Peng Suo · Shanghai University2 papers (2019–2021)Anupam Trivedi · National University of Singapore2 papers (2018–2024)Xian Lin · Kunming University of Science and Technology2 papers (2019–2021)Manuel S. Alvarez‐Alvarado · University of Birmingham2 papers (2017–2024)Zhenghong Xu · Nanchang University2 papers (2022–2022)Xiaohui Yang · Nanchang University2 papers (2022–2022)Sen Wang · National University of Singapore2 papers (2024–2025)