Xiandong Ma

According to our database, Xiandong Ma authored at least 31 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

HFN: Heterogeneous feature network for multivariate time series anomaly detection.

Jun Zhan, Chengkun Wu, Canqun Yang, Qiucheng Miao, Xiandong Ma

Inf. Sci., 2024

Real-Time Energy Management in Smart Homes Through Deep Reinforcement Learning.

Jamal Aldahmashi, Xiandong Ma

IEEE Access, 2024

2023

Distributed Control of HVAC-BESS under Solar Power Forecasts in Microgrid System.

Jie Ma, Xiandong Ma

IEEE Trans. Ind. Informatics, December, 2023

YOLOv5-lotus an efficient object detection method for lotus seedpod in a natural environment.

Jie Ma, Ange Lu, Chen Chen, Xiandong Ma, Qiucheng Ma

Comput. Electron. Agric., March, 2023

Integration of Hybrid Offshore Wind and Wave Energy using PMSG and Linear Generators.

Muhammad Waqas Ayub, Xiandong Ma

Proceedings of the 28th International Conference on Automation and Computing, 2023

2022

A Stacked Machine and Deep Learning-Based Approach for Analysing Electricity Theft in Smart Grids.

Inam Ullah Khan, Nadeem Javaid, C. James Taylor, Kelum A. A. Gamage, Xiandong Ma

IEEE Trans. Smart Grid, 2022

Edge Computing and UAV Swarm Cooperative Task Offloading in Vehicular Networks.

Xiandong Ma, Zhou Su, Qichao Xu, Bincheng Ying

Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Advanced Machine Learning Approach of Power Flow Optimization in Community Microgrid.

Jamal Aldahmashi, Xiandong Ma

Proceedings of the 27th International Conference on Automation and Computing, 2022

Stgat-Mad : Spatial-Temporal Graph Attention Network For Multivariate Time Series Anomaly Detection.

Jun Zhan, Siqi Wang, Xiandong Ma, Chengkun Wu, Canqun Yang, Detian Zeng, Shilin Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

A Stacked GRU-RNN-Based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation.

Min Xia, Haidong Shao, Xiandong Ma, Clarence W. de Silva

IEEE Trans. Ind. Informatics, 2021

Machine Learning for Photovoltaic Systems Condition Monitoring: A Review.

Tarek Berghout, Mohamed Benbouzid, Xiandong Ma, Sinisa Djurovic, Leila Hayet Mouss

Proceedings of the IECON 2021, 2021

Nonlinear Super-Twisting based Speed Control of PMSG-ECS using Higher Order Sliding Mode Control.

Muhammad Waqas Ayub, Xiandong Ma

Proceedings of the 26th International Conference on Automation and Computing, 2021

Game Theoretical Bandwidth Allocation in UAV-UGV Collaborative Disaster Relief Networks.

Bincheng Ying, Zhou Su, Qichao Xu, Xiandong Ma

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

2020

Heuristic Algorithm Based Optimal Power Flow Model Incorporating Stochastic Renewable Energy Sources.

Inam Ullah Khan, Nadeem Javaid, Kelum A. A. Gamage, C. James Taylor, Sobia Baig, Xiandong Ma

IEEE Access, 2020

Big Data Analytics Based Short Term Load Forecasting Model for Residential Buildings in Smart Grids.

Inam Ullah Khan, Nadeem Javaid, C. James Taylor, Kelum A. A. Gamage, Xiandong Ma

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

Data-Driven Condition Monitoring Approaches to Improving Power Output of Wind Turbines.

Peng Qian, Xiandong Ma, Dahai Zhang, Junheng Wang

IEEE Trans. Ind. Electron., 2019

Integrated deep learning model for predicting electrical power generation from wave energy converter.

Chenhua Ni, Xiandong Ma, Ji Wang

Proceedings of the 25th International Conference on Automation and Computing, 2019

Consensus-based Hierachical Demand Side Management in Microgrid.

Jie Ma, Xiandong Ma

Proceedings of the 25th International Conference on Automation and Computing, 2019

2018

Kullback-Leibler divergence based wind turbine fault feature extraction.

Yueqi Wu, Xiandong Ma

Proceedings of the 24th International Conference on Automation and Computing, 2018

Convolutional Neural Network based power generation prediction of wave energy converter.

Chenhua Ni, Xiandong Ma, Yang Bai

Proceedings of the 24th International Conference on Automation and Computing, 2018

Heuristic Algorithm Based Dynamic Scheduling Model of Home Appliances in Smart Grid.

Inam Ullah Khan, Xiandong Ma, C. James Taylor, Nadeem Javaid, Kelum A. A. Gamage

Proceedings of the 24th International Conference on Automation and Computing, 2018

2017

State-of-the-art forecasting algorithms for microgrids.

Jie Ma, Xiandong Ma

Proceedings of the 23rd International Conference on Automation and Computing, 2017

2015

Model-based and fuzzy logic approaches to condition monitoring of operational wind turbines.

Philip Cross, Xiandong Ma

Int. J. Autom. Comput., 2015

Condition monitoring of wind turbines based on extreme learning machine.

Peng Qian, Xiandong Ma, Yifei Wang

Proceedings of the 21st International Conference on Automation and Computing, 2015

2013

Design of a Reconfigurable Platform for Navigation Signal Simulation.

Dexiang Ming, Xiaopeng Zhong, Lili Liu, Xiandong Ma

J. Networks, 2013

Experimental and analytical study on factors influencing biomimetic undulating fin propulsion performance based on orthogonal experimental design.

Guangming Wang, Xiandong Ma, Tianjiang Hu, Daibing Zhang

Adv. Robotics, 2013

Enhancing condition monitoring of distributed generation systems through optimal sensor selection.

Yifei Wang, Xiandong Ma, Malcolm John Joyce

Proceedings of the IECON 2013, 2013

Model-based condition monitoring for wind turbines.

Philip Cross, Xiandong Ma

Proceedings of the 2013 19th International Conference on Automation and Computing, 2013

2011

Novel early warning fault detection for wind-turbine-based DG systems.

Xiandong Ma

Proceedings of the 2nd IEEE PES International Conference and Exhibition on "Innovative Smart Grid Technologies", 2011

Electromagnetic NDT and condition monitoring - A personal view.

Xiandong Ma

Proceedings of the 17th International Conference on Automation and Computing, 2011

2006

Eddy current measurement of the electrical conductivity and porosity of metal foams.

Xiandong Ma, Anthony J. Peyton

IEEE Trans. Instrum. Meas., 2006