Reduction in Energy Consumption of the 5G Communication System and Beyond Through Collaborative Optimization for BS Site Operation: Challenges, Efforts and the New Approach.

[BibT_eX]

[DOI]

Xiaohong Guan

Zhanbo Xu

IEEE Trans. Ind. Informatics, March, 2024

2023

Robust Constraints-Based Supply-Demand Coordination With Storage Systems of Enterprise Microgrid.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., October, 2023

Codesign of Quantized Dynamic Output Feedback MPC for the Takagi-Sugeno Model.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, July, 2023

Optimal Planning of Internet Data Centers Decarbonized by Hydrogen-Water-Based Energy Systems.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., July, 2023

Joint Optimization and Learning Approach for Smart Operation of Hydrogen-Based Building Energy Systems.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2023

Energy Efficient Thermal Management of 5G Base Station Site Based on Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Sustainable Power and Energy Conference, 2023

Optimal Scheduling of Hydrogen-Based Building Energy Systems Considering Time-varying Carbon Emissions Responsibility Factor.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Performance Analysis of Mutiple Energy Storage Units in Hydrogen-Enabled Integrated Energy Systems.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Optimal Coordination of Hydrogen-Enabled Integrated Energy Systems Considering Geothermal Energy.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

An Event-Triggered Hybrid System Model for Cascading Failure in Power Grid.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2022

Dynamic Pricing and Prices Spike Detection for Industrial Park With Coupled Electricity and Thermal Demand.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2022

Hydrogen-Based Networked Microgrids Planning Through Two-Stage Stochastic Programming With Mixed-Integer Conic Recourse.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2022

Proximal ADMM for nonconvex and nonsmooth optimization.

[BibT_eX]

[DOI]

Autom., 2022

Control for smart systems: Challenges and trends in smart cities.

[BibT_eX]

[DOI]

Annu. Rev. Control., 2022

A Dynamic Cascading Failure Model in Power Grid with Renewable Energy Generation.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

Hierarchical Multi-Supervision Multi-Interaction Graph Attention Network for Multi-Camera Pedestrian Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Multi-Agent Deep Reinforcement Learning for HVAC Control in Commercial Buildings.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2021

Optimal Operation of a Hydrogen-based Building Multi-Energy System Based on Deep Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2021

NS3 Based Simulation Framework for 5G-IoV Networks.

[BibT_eX]

[DOI]

Proceedings of the Performance Evaluation Methodologies and Tools, 2021

Multi-zone indoor temperature prediction based on Graph Attention Network and Gated Recurrent Unit.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

An Estimation Method of Transmission Line Parameters Based on Measurements of Injection Power and Voltage Phasor in Power Grid.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

An Event-based Optimization Method for Building Evacuation with Queuing Network Model.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

An Unsupervised-Learning Based Method for Detecting Groups of Malicious Web Crawlers in Internet.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Optimal Coordination of Human Resources and Tasks in Substation Operation and Maintenance.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Simulation-based Model Learning for Optimization of Building Energy Management.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Uncertainty Set Prediction of Aggregated Wind Power Generation based on Bayesian LSTM and Spatio- Temporal Analysis.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Identifying Vulnerable Set of Cascading Failure in Power Grid Using Deep Learning Framework.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

2020

Moving Target Defense Approach to Detecting Stuxnet-Like Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2020

A Dynamic Cascading Failure Model Integrating Relay Protection in Power Grid.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

An Individualized Electricity and Thermal Coupled Pricing Mechanism for Industrial Park.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Group Comfort Models: Predicting Indoor Group Thermal Comfort by Learning Preferences of Multiple Occupants.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Constrained Double Deep Q-learning Network for EVs Charging Scheduling with Renewable Energy.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Coordinated Optimization of EVs and Multiple Buildings with Renewable Energy.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Optimal Scheduling of Distributed Hydrogen-based Multi-Energy Systems for Building Energy Cost and Carbon Emission Reduction.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019

A Model-Driven Learning Approach for Predicting the Personalized Dynamic Thermal Comfort in Ordinary Office Environment.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

Optimal Coordination of EVs and HVAC Systems with Uncertain Renewable Supply.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

Simulation-based Sensor Allocation for Dynamic Environment Estimation in Cyber-Physical Building System.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019

2018

Cyber-physical model for efficient and secured operation of CPES or energy Internet.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2018

On Distributed Optimization for Supply Demand Coordination in Cyber Physical Energy Systems.

[BibT_eX]

[DOI]

Junjie Wu

Qing-Shan Jia

Zhanbo Xu

Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017

Butler, Not Servant: A Human-Centric Smart Home Energy Management System.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2017

Reliability of high renewable penetration microgrid facilitated by coordination of air conditioning system and cooling fans.

[BibT_eX]

[DOI]

Zhanbo Xu

Guoqiang Hu

Costas J. Spanos

Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2015

Supply Demand Coordination for Building Energy Saving: Explore the Soft Comfort.

[BibT_eX]

[DOI]

Zhanbo Xu

Qing-Shan Jia

Xiaohong Guan

IEEE Trans Autom. Sci. Eng., 2015

SHE: Smart home energy management system based on social and motion behavior cognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

An appliance classification method for residential appliance scheduling.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

2014

A user demand and preference profiling method for residential energy management.

[BibT_eX]

[DOI]

Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

SHE: smart home energy management system for appliance identification and personalized scheduling.