Artificial intelligence for load forecasting: A stacking learning approach based on ensemble diversity regularization

Jiaqi Shi, Chenxi Li, Xiaohe Yan

Energy

Artificial IntelligenceForecasting MethodologyEngineeringMachine LearningData Science +8

LMP-Based Pricing for Energy Storage in Local Market to Facilitate PV Penetration

Xiaohe Yan, Chenghong Gu, Furong Li, +1

IEEE Transactions on Power Systems

Distributed Energy SystemEngineeringEnergy EfficiencyPv PenetrationVirtual Power Plant +17

Modeling Strategic Behaviors for GenCo With Joint Consideration on Electricity and Carbon Markets

Kai Jiang, Nian Liu, Xiaohe Yan, +2

IEEE Transactions on Power Systems

EngineeringEnergy MarketsPower MarketRenewable Energy SystemsPower Systems +17

Electric Vehicle Charging Planning: A Complex Systems Perspective

Pengfei Zhao, Shuangqi Li, Zhengmao Li, +9

IEEE Transactions on Smart Grid

Robust Optimization-Based Energy Storage Operation for System Congestion Management

Xiaohe Yan, Chenghong Gu, Xin Zhang, +1

IEEE Systems Journal

Distributed Energy SystemEngineeringPower Grid OperationEnergy EfficiencyEnergy Optimization +14

Capacity Share Optimization for Multiservice Energy Storage Management Under Portfolio Theory

Xiaohe Yan, Chenghong Gu, Heather Wyman-Pain, +1

IEEE Transactions on Industrial Electronics

EngineeringEnergy EfficiencyHome Energy StorageMulti-energy SystemOperations Research +19

Dynamic pricing for responsive demand to increase distribution network efficiency

Chenghong Gu, Xiaohe Yan, Yan Zhang, +1

Applied Energy

Power MarketDemand ManagementDynamic PricingEngineeringSmart Grid +8

Cyber-Resilient Multi-Energy Management for Complex Systems

Pengfei Zhao, Zhidong Cao, Dajun Zeng, +7

IEEE Transactions on Industrial Informatics

Distributed Energy SystemReliability EngineeringEngineeringScada SecuritySmart Grid +13

Peer-to-peer energy sharing with dynamic network structures

Liudong Chen, Nian Liu, Chenchen Li, +2

Applied Energy

Network ScienceEngineeringEnergy ManagementPeer-to-peer DatabaseNetwork Analysis +3

Power to gas: addressing renewable curtailment by converting to hydrogen

Xiaohe Yan, Xin Zhang, Chenghong Gu, +1

Frontiers in Energy

Addressing Renewable CurtailmentHydrogen ProductionEngineeringHydrogen-based MicrogridsEnergy Revolution +5