Xiandong Ma

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 25

Top Topics

Multivariate Time Series

Condition Monitoring

Renewable Energy

Top Venues

IEEE Trans. Ind. Informatics

Comput. Electron. Agric.

Publications

Jamal Aldahmashi, Xiandong Ma
Real-Time Energy Management in Smart Homes Through Deep Reinforcement Learning. IEEE Access 12 (2024)
Jun Zhan, Chengkun Wu, Canqun Yang, Qiucheng Miao, Xiandong Ma
HFN: Heterogeneous feature network for multivariate time series anomaly detection. Inf. Sci. 670 (2024)
Muhammad Waqas Ayub, Xiandong Ma
Integration of Hybrid Offshore Wind and Wave Energy using PMSG and Linear Generators. ICAC (2023)
Jie Ma, Xiandong Ma
Distributed Control of HVAC-BESS under Solar Power Forecasts in Microgrid System. IEEE Trans. Ind. Informatics 19 (12) (2023)
Jie Ma, Ange Lu, Chen Chen, Xiandong Ma, Qiucheng Ma
YOLOv5-lotus an efficient object detection method for lotus seedpod in a natural environment. Comput. Electron. Agric. 206 (2023)
Jun Zhan, Siqi Wang, Xiandong Ma, Chengkun Wu, Canqun Yang, Detian Zeng, Shilin Wang
Stgat-Mad : Spatial-Temporal Graph Attention Network For Multivariate Time Series Anomaly Detection. ICASSP (2022)
Jamal Aldahmashi, Xiandong Ma
Advanced Machine Learning Approach of Power Flow Optimization in Community Microgrid. ICAC (2022)
Jun Zhan, Chengkun Wu, Canqun Yang, Qiucheng Miao, Xiandong Ma
HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection. CoRR (2022)
Inam Ullah Khan, Nadeem Javeid, C. James Taylor, Kelum A. A. Gamage, Xiandong Ma
A Stacked Machine and Deep Learning-Based Approach for Analysing Electricity Theft in Smart Grids. IEEE Trans. Smart Grid 13 (2) (2022)
Xiandong Ma, Zhou Su, Qichao Xu, Bincheng Ying
Edge Computing and UAV Swarm Cooperative Task Offloading in Vehicular Networks. IWCMC (2022)
Bincheng Ying, Zhou Su, Qichao Xu, Xiandong Ma
Game Theoretical Bandwidth Allocation in UAV-UGV Collaborative Disaster Relief Networks. HPCC/DSS/SmartCity/DependSys (2021)
Muhammad Waqas Ayub, Xiandong Ma
Nonlinear Super-Twisting based Speed Control of PMSG-ECS using Higher Order Sliding Mode Control. ICAC (2021)
Min Xia, Haidong Shao, Xiandong Ma, Clarence W. de Silva
A Stacked GRU-RNN-Based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation. IEEE Trans. Ind. Informatics 17 (10) (2021)
Tarek Berghout, Mohamed Benbouzid, Xiandong Ma, Sinisa Djurovic, Leila Hayet Mouss
Machine Learning for Photovoltaic Systems Condition Monitoring: A Review. IECON (2021)
Inam Ullah Khan, Nadeem Javaid, C. James Taylor, Kelum A. A. Gamage, Xiandong Ma
Big Data Analytics Based Short Term Load Forecasting Model for Residential Buildings in Smart Grids. INFOCOM Workshops (2020)
Inam Ullah Khan, Nadeem Javaid, Kelum A. A. Gamage, C. James Taylor, Sobia Baig, Xiandong Ma
Heuristic Algorithm Based Optimal Power Flow Model Incorporating Stochastic Renewable Energy Sources. IEEE Access 8 (2020)
Peng Qian, Xiandong Ma, Dahai Zhang, Junheng Wang
Data-Driven Condition Monitoring Approaches to Improving Power Output of Wind Turbines. IEEE Trans. Ind. Electron. 66 (8) (2019)
Chenhua Ni, Xiandong Ma, Ji Wang
Integrated deep learning model for predicting electrical power generation from wave energy converter. ICAC (2019)
Jie Ma, Xiandong Ma
Consensus-based Hierachical Demand Side Management in Microgrid. ICAC (2019)
Chenhua Ni, Xiandong Ma, Yang Bai
Convolutional Neural Network based power generation prediction of wave energy converter. ICAC (2018)
Yueqi Wu, Xiandong Ma
Kullback-Leibler divergence based wind turbine fault feature extraction. ICAC (2018)
Inam Ullah Khan, Xiandong Ma, C. James Taylor, Nadeem Javaid, Kelum A. A. Gamage
Heuristic Algorithm Based Dynamic Scheduling Model of Home Appliances in Smart Grid. ICAC (2018)
Jie Ma, Xiandong Ma
State-of-the-art forecasting algorithms for microgrids. ICAC (2017)
Philip Cross, Xiandong Ma
Model-based and fuzzy logic approaches to condition monitoring of operational wind turbines. Int. J. Autom. Comput. 12 (1) (2015)
Peng Qian, Xiandong Ma, Yifei Wang
Condition monitoring of wind turbines based on extreme learning machine. ICAC (2015)
Philip Cross, Xiandong Ma
Model-based condition monitoring for wind turbines. ICAC (2013)
Guangming Wang, Xiandong Ma, Tianjiang Hu, Daibing Zhang
Experimental and analytical study on factors influencing biomimetic undulating fin propulsion performance based on orthogonal experimental design. Adv. Robotics 27 (8) (2013)
Dexiang Ming, Xiaopeng Zhong, Lili Liu, Xiandong Ma
Design of a Reconfigurable Platform for Navigation Signal Simulation. J. Networks 8 (5) (2013)
Yifei Wang, Xiandong Ma, Malcolm John Joyce
Enhancing condition monitoring of distributed generation systems through optimal sensor selection. IECON (2013)
Xiandong Ma
Novel early warning fault detection for wind-turbine-based DG systems. ISGT Europe (2011)
Xiandong Ma
Electromagnetic NDT and condition monitoring - A personal view. ICAC (2011)
Xiandong Ma, Anthony J. Peyton
Eddy current measurement of the electrical conductivity and porosity of metal foams. IEEE Trans. Instrum. Meas. 55 (2) (2006)