Kanjian Zhang

Research interests

Publications

• A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation

  Applied Energy · 2023 · 10.1016/j.apenergy.2023.122184

• Compound fault diagnosis for photovoltaic arrays based on multi-label learning considering multiple faults coupling

  Energy Conversion and Management · 2023 · 10.1016/j.enconman.2023.116742

• Domain adaptation for epileptic EEG classification using adversarial learning and Riemannian manifold

  Biomedical Signal Processing and Control · 2022 · 10.1016/j.bspc.2022.103555

• Hourly solar irradiance forecasting based on encoder–decoder model using series decomposition and dynamic error compensation

  Energy Conversion and Management · 2022 · 10.1016/j.enconman.2022.116049

• A fast MPPT-based anomaly detection and accurate fault diagnosis technique for PV arrays

  Energy Conversion and Management · 2021 · 10.1016/j.enconman.2021.113950

• Industrial time series forecasting based on improved Gaussian process regression

  Soft Computing · 2020 · 10.1007/s00500-020-04916-6

• A Multi-State Dynamic Thermal Model for Accurate Photovoltaic Cell Temperature Estimation

  IEEE Journal of Photovoltaics · 2020 · 10.1109/jphotov.2020.2987401

• Inter-hour direct normal irradiance forecast with multiple data types and time-series

  Journal of Modern Power Systems and Clean Energy · 2019 · 10.1007/s40565-019-0551-4

• 3D-CNN-based feature extraction of ground-based cloud images for direct normal irradiance prediction

  Solar Energy · 2019 · 10.1016/j.solener.2019.01.096

• A Simple Current-Constrained Controller for Permanent-Magnet Synchronous Motor

  IEEE Transactions on Industrial Informatics · 2019 · 10.1109/tii.2018.2860968

• Wind power prediction with missing data using Gaussian process regression and multiple imputation

  Applied Soft Computing · 2018 · 10.1016/j.asoc.2018.07.027

• Short-term wind speed forecasting using empirical mode decomposition and feature selection

  Renewable Energy · 2016 · 10.1016/j.renene.2016.05.023

• A Gaussian process regression based hybrid approach for short-term wind speed prediction

  Energy Conversion and Management · 2016 · 10.1016/j.enconman.2016.08.086

• A novel graph-based optimization framework for salient object detection

  Pattern Recognition · 2016 · 10.1016/j.patcog.2016.10.025

• Direct interval forecasting of wind speed using radial basis function neural networks in a multi-objective optimization framework

  Neurocomputing · 2016 · 10.1016/j.neucom.2016.03.061

• Stabilization of impulsive switched linear systems with saturated control input

  Nonlinear Dynamics · 2012 · 10.1007/s11071-011-0305-y

• Stabilisation for switched linear systems with time-varying delay and input saturation

  International Journal of Systems Science · 2012 · 10.1080/00207721.2012.724104

• Further results on mean square exponential stability of uncertain stochastic delayed neural networks

  Communications in Nonlinear Science and Numerical Simulation · 2008 · 10.1016/j.cnsns.2008.04.009

• On exponential stability of delayed neural networks with a general class of activation functions

  Physics Letters A · 2002 · 10.1016/s0375-9601(02)00471-1

Current projects

No projects listed.