OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Smart Grid is 55. The table below lists those papers that are above that threshold based on CrossRef citation counts. The publications cover those that have been published in the past four years, i.e., from 2019-05-01 to 2023-05-01.)

Article	Citations
Short-Term Residential Load Forecasting Based on LSTM Recurrent Neural Network	1087
Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges	568
Harmonic Stability in Power Electronic-Based Power Systems: Concept, Modeling, and Analysis	508
Distributed Optimal Energy Management in Microgrids	349
Smart Household Operation Considering Bi-Directional EV and ESS Utilization by Real-Time Pricing-Based DR	336
Decentralized P2P Energy Trading Under Network Constraints in a Low-Voltage Network	312
Short-Term Load Forecasting With Deep Residual Networks	304
Bilateral Contract Networks for Peer-to-Peer Energy Trading	295
On-Line Building Energy Optimization Using Deep Reinforcement Learning	281
Distributed Blockchain-Based Data Protection Framework for Modern Power Systems Against Cyber Attacks	219
Applicability of Solid-State Transformers in Today’s and Future Distribution Grids	215
Real-Time Energy Management in Microgrids	213
Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning	210
Energy Theft Detection Using Gradient Boosting Theft Detector With Feature Engineering-Based Preprocessing	198
A Survey on State Estimation Techniques and Challenges in Smart Distribution Systems	197
Optimal Configuration Planning of Multi-Energy Systems Considering Distributed Renewable Energy	191
Optimized Operational Cost Reduction for an EV Charging Station Integrated With Battery Energy Storage and PV Generation	190
Transient Stability Analysis and Control Design of Droop-Controlled Voltage Source Converters Considering Current Limitation	187
Demand Response for Home Energy Management Using Reinforcement Learning and Artificial Neural Network	182
A Novel Composite Nonlinear Controller for Stabilization of Constant Power Load in DC Microgrid	176
Microgrid Generation Capacity Design With Renewables and Energy Storage Addressing Power Quality and Surety	166
Resilient Disaster Recovery Logistics of Distribution Systems: Co-Optimize Service Restoration With Repair Crew and Mobile Power Source Dispatch	163
Intelligent Fault Detection Scheme for Microgrids With Wavelet-Based Deep Neural Networks	162
Stochastic Optimization of Economic Dispatch for Microgrid Based on Approximate Dynamic Programming	150
Routing and Scheduling of Mobile Power Sources for Distribution System Resilience Enhancement	147

Enhancing Distribution System Resilience With Mobile Energy Storage and Microgrids	146
Transportable Energy Storage for More Resilient Distribution Systems With Multiple Microgrids	143
Fuzzy Prediction Interval Models for Forecasting Renewable Resources and Loads in Microgrids	140
Peer-to-Peer Energy Sharing Among Smart Energy Buildings by Distributed Transaction	133
Robust Energy Management System for a Microgrid Based on a Fuzzy Prediction Interval Model	128
Participation of an Energy Hub in Electricity and Heat Distribution Markets: An MPEC Approach	127
Standardized Matrix Modeling of Multiple Energy Systems	127
Detection of Non-Technical Losses Using Smart Meter Data and Supervised Learning	126
Transient Angle Stability of Virtual Synchronous Generators Using Lyapunov’s Direct Method	125
A Consensus-Based Cooperative Control of PEV Battery and PV Active Power Curtailment for Voltage Regulation in Distribution Networks	125
Impact of Electric Vehicles on the Expansion Planning of Distribution Systems Considering Renewable Energy, Storage, and Charging Stations	123
Energy Systems Integration in Smart Districts: Robust Optimisation of Multi-Energy Flows in Integrated Electricity, Heat and Gas Networks	118
Distributed Noise-Resilient Secondary Voltage and Frequency Control for Islanded Microgrids	117
Dynamic Energy Management of a Microgrid Using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning	116
A Distributed Finite-Time Secondary Average Voltage Regulation and Current Sharing Controller for DC Microgrids	115
Combining Probabilistic Load Forecasts	114
Integrated PV Charging of EV Fleet Based on Energy Prices, V2G, and Offer of Reserves	113
Online Cyber-Attack Detection in Smart Grid: A Reinforcement Learning Approach	113
Coordinating Multiple Sources for Service Restoration to Enhance Resilience of Distribution Systems	113
False Data Injection Attacks Against State Estimation in Power Distribution Systems	112
The Sharing Economy for the Electricity Storage	110
Optimal Allocation of PV Generation and Battery Storage for Enhanced Resilience	109
Robustly Coordinated Operation of a Multi-Energy Microgrid With Flexible Electric and Thermal Loads	108
Robust Unscented Kalman Filter for Power System Dynamic State Estimation With Unknown Noise Statistics	108
Three-Stage Robust Inverter-Based Voltage/Var Control for Distribution Networks With High-Level PV	107
Deep Learning-Based Socio-Demographic Information Identification From Smart Meter Data	104
Flexibility in Multi-Energy Communities With Electrical and Thermal Storage: A Stochastic, Robust Approach for Multi-Service Demand Response	104
Energy Management and Control for Grid Connected Hybrid Energy Storage System Under Different Operating Modes	103
Demand-Side Management Using Deep Learning for Smart Charging of Electric Vehicles	102
An Adaptive Droop Control Scheme for DC Microgrids Integrating Sliding Mode Voltage and Current Controlled Boost Converters	102
Evaluation of Reinforcement Learning-Based False Data Injection Attack to Automatic Voltage Control	101
Incorporating Appliance Usage Patterns for Non-Intrusive Load Monitoring and Load Forecasting	100
Electric Vehicle Charge–Discharge Management for Utilization of Photovoltaic by Coordination Between Home and Grid Energy Management Systems	99
Sharing Storage in a Smart Grid: A Coalitional Game Approach	98
Coordinated Regional-District Operation of Integrated Energy Systems for Resilience Enhancement in Natural Disasters	98
Small-Signal Modeling and Stability Analysis of Hybrid AC/DC Microgrids	97
Real-Time Demand Side Management for a Microgrid Considering Uncertainties	96
Diagonal Quadratic Approximation for Decentralized Collaborative TSO+DSO Optimal Power Flow	95
Distributionally Robust Chance-Constrained Energy Management for Islanded Microgrids	94
Deep Sparse Coding for Non–Intrusive Load Monitoring	94
An Improved Quantile Regression Neural Network for Probabilistic Load Forecasting	94
Exploring Key Weather Factors From Analytical Modeling Toward Improved Solar Power Forecasting	94
A Novel ANFIS-Based Islanding Detection for Inverter-Interfaced Microgrids	94
Effective Energy Management of Hybrid AC–DC Microgrids With Storage Devices	93
Stochastic Modeling of Multienergy Carriers Dependencies in Smart Local Networks With Distributed Energy Resources	93
Optimal Operation of Soft Open Points in Active Distribution Networks Under Three-Phase Unbalanced Conditions	93
Hydrogen Storage Optimal Scheduling for Fuel Supply and Capacity-Based Demand Response Program Under Dynamic Hydrogen Pricing	92
Coordinated Power Control of Electric Vehicles for Grid Frequency Support: MILP-Based Hierarchical Control Design	92
Low-Carbon Operation of Multiple Energy Systems Based on Energy-Carbon Integrated Prices	92
Resilience-Oriented Optimal Operation of Networked Hybrid Microgrids	90

Microgrids Energy Management Using Robust Convex Programming	90
Voltage Quality Improvement in Low Voltage Distribution Networks Using Reactive Power Capability of Single-Phase PV Inverters	90
Flexible Voltage Control Strategy Considering Distributed Energy Storages for DC Distribution Network	88
Energy Trading and Market Equilibrium in Integrated Heat-Power Distribution Systems	87
Optimal Coordination of Water Distribution Energy Flexibility With Power Systems Operation	86
A Novel Sliding Mode Estimation for Microgrid Control With Communication Time Delays	86
Indirect Customer-to-Customer Energy Trading With Reinforcement Learning	86
Non-Intrusive Load Monitoring by Voltage–Current Trajectory Enabled Transfer Learning	86
Decentralized Operation of Interdependent Power Distribution Network and District Heating Network: A Market-Driven Approach	85
Situational Awareness in Distribution Grid Using Micro-PMU Data: A Machine Learning Approach	84
Ultra-High-Speed Traveling-Wave-Based Protection Scheme for Medium-Voltage DC Microgrids	84
Consensus-Based Distributed Economic Dispatch Control Method in Power Systems	83
Frequency Derivative-Based Inertia Enhancement by Grid-Connected Power Converters With a Frequency-Locked-Loop	82
Coordinated Optimal Network Reconfiguration and Voltage Regulator/DER Control for Unbalanced Distribution Systems	82
Distributed Consensus Based Algorithm for Economic Dispatch in a Microgrid	82
Online Energy Management for a Sustainable Smart Home With an HVAC Load and Random Occupancy	81
Data-Driven Power Flow Linearization: A Regression Approach	81
Optimal Scheduling of Battery Charging Station Serving Electric Vehicles Based on Battery Swapping	81
Dynamic Characteristics Analysis and Stabilization of PV-Based Multiple Microgrid Clusters	79
Lightweight Authentication and Key Agreement for Smart Metering in Smart Energy Networks	79
Transactive Real-Time Electric Vehicle Charging Management for Commercial Buildings With PV On-Site Generation	78
Model Predictive Control for Smart Grids With Multiple Electric-Vehicle Charging Stations	78
Managing Price Uncertainty in Prosumer-Centric Energy Trading: A Prospect-Theoretic Stackelberg Game Approach	78
Interval Deep Generative Neural Network for Wind Speed Forecasting	77
Machine Learning-Based Anomaly Detection for Load Forecasting Under Cyberattacks	76
Ensemble-Based Algorithm for Synchrophasor Data Anomaly Detection	74
Hierarchically-Coordinated Voltage/VAR Control of Distribution Networks Using PV Inverters	74
Two-Stage Optimal Scheduling of Electric Vehicle Charging Based on Transactive Control	74
A Model of Customizing Electricity Retail Prices Based on Load Profile Clustering Analysis	74
Risk-Constrained Optimal Energy Management for Virtual Power Plants Considering Correlated Demand Response	73
Enhanced Hidden Moving Target Defense in Smart Grids	73
Sliding-Mode Control of AC Voltages and Currents of Dispatchable Distributed Energy Resources in Master-Slave-Organized Inverter-Based Microgrids	72
Multi-Objective Optimal Dispatch of Microgrid Under Uncertainties via Interval Optimization	72
A Tunable Fraud Detection System for Advanced Metering Infrastructure Using Short-Lived Patterns	72
Voltage and Frequency Regulation of Microgrid With Battery Energy Storage Systems	72
Topology Identification and Line Parameter Estimation for Non-PMU Distribution Network: A Numerical Method	71
Resilient Wide-Area Damping Control Using GrHDP to Tolerate Communication Failures	71
Optimal Sizing of PEV Fast Charging Stations With Markovian Demand Characterization	71
Control of Battery Storage Systems for the Simultaneous Provision of Multiple Services	71
Service Restoration Model With Mixed-Integer Second-Order Cone Programming for Distribution Network With Distributed Generations	71
Recent Advances in Local Energy Trading in the Smart Grid Based on Game-Theoretic Approaches	71
Risk-Limiting Load Restoration for Resilience Enhancement With Intermittent Energy Resources	70
High Impedance Fault Detection Method Based on Variational Mode Decomposition and Teager–Kaiser Energy Operators for Distribution Network	70
A Deep Learning-Based Feature Extraction Framework for System Security Assessment	70
Estimation of Cell SOC Evolution and System Performance in Module-Based Battery Charge Equalization Systems	69
Deep Reinforcement Learning for Joint Bidding and Pricing of Load Serving Entity	69
Resilient Cooperative Control of DC Microgrids	69
Distributed Finite-Time Multiagent Control for DC Microgrids With Time Delays	69
A Distributed Power Management Strategy for Multi-Paralleled Bidirectional Interlinking Converters in Hybrid AC/DC Microgrids	68
Sharing Solar PV and Energy Storage in Apartment Buildings: Resource Allocation and Pricing	68
Modeling the Operation Mechanism of Combined P2G and Gas-Fired Plant With CO₂ Recycling	68
Privacy-Aware Authenticated Key Agreement Scheme for Secure Smart Grid Communication	68
Planning Multiple Energy Systems Toward Low-Carbon Society: A Decentralized Approach	68
Signal Temporal Logic-Based Attack Detection in DC Microgrids	67
Clustering Load Profiles for Demand Response Applications	67
Modeling Carbon Emission Flow in Multiple Energy Systems	67
Consensus-Based Distributed Coordination Between Economic Dispatch and Demand Response	67
Deep Reinforcement Learning Based Volt-VAR Optimization in Smart Distribution Systems	67
Intelligent Electronic Devices With Collaborative Intrusion Detection Systems	67
A Framework for Cyber-Topology Attacks: Line-Switching and New Attack Scenarios	67
Adaptive Reactive Power Control of PV Power Plants for Improved Power Transfer Capability Under Ultra-Weak Grid Conditions	67
A Low Complexity and Secure Demand Response Technique for Peak Load Reduction	67
Unified Power Flow Algorithm for Standalone AC/DC Hybrid Microgrids	66
Trading Small Prosumers Flexibility in the Energy and Tertiary Reserve Markets	66
Real-Time Local Volt/Var Control Under External Disturbances With High PV Penetration	66
Decentralized High-Performance Control of DC Microgrids	66
Joint Planning of Smart EV Charging Stations and DGs in Eco-Friendly Remote Hybrid Microgrids	65
Blockchain Electricity Trading Under Demurrage	65
Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning	65
EV Charging Schedule in Coupled Constrained Networks of Transportation and Power System	65
DGs for Service Restoration to Critical Loads in a Secondary Network	65
Data-Driven Local Control Design for Active Distribution Grids Using Off-Line Optimal Power Flow and Machine Learning Techniques	65
On the Emerging Class of Non-Isolated Modular Multilevel DC–DC Converters for DC and Hybrid AC–DC Systems	64
A Modified Backward/Forward Sweep Load Flow Method for Islanded Radial Microgrids	64
Aggregated Energy Storage for Power System Frequency Control: A Finite-Time Consensus Approach	64
Demand Side Load Management for Big Industrial Energy Users Under Blockchain-Based Peer-to-Peer Electricity Market	64
Distributed Secondary and Optimal Active Power Sharing Control for Islanded Microgrids With Communication Delays	64
Distributed Secondary Control Strategy for Microgrid Operation with Dynamic Boundaries	64
Electric Vehicle Charge Scheduling Mechanism to Maximize Cost Efficiency and User Convenience	63
Robust Coordination of a Hybrid AC/DC Multi-Energy Ship Microgrid With Flexible Voyage and Thermal Loads	63

An Agent-Based Hierarchical Bargaining Framework for Power Management of Multiple Cooperative Microgrids	62
Data-Adaptive Robust Optimization Method for the Economic Dispatch of Active Distribution Networks	62
Distributed Operation Management of Battery Swapping-Charging Systems	62
A Multi-State Model for Reliability Assessment of Integrated Gas and Power Systems Utilizing Universal Generating Function Techniques	62
Distributed Framework for Detecting PMU Data Manipulation Attacks With Deep Autoencoders	61
Participation of an Energy Storage Aggregator in Electricity Markets	61
Stability Analysis of a Novel Distributed Secondary Control Considering Communication Delay in DC Microgrids	61
Joint Detection and Mitigation of False Data Injection Attacks in AGC Systems	61
Self-Scheduling of Demand Response Aggregators in Short-Term Markets Based on Information Gap Decision Theory	60
Extended Range Electric Vehicle With Driving Behavior Estimation in Energy Management	59
Simultaneous Placement of Fault Indicator and Sectionalizing Switch in Distribution Networks	59
Optimal Management of Energy Consumption and Comfort for Smart Buildings Operating in a Microgrid	58
Multi-Agent Consensus Design for Heterogeneous Energy Storage Devices With Droop Control in Smart Grids	57
Local Cyber-Physical Attack for Masking Line Outage and Topology Attack in Smart Grid	57
Resilience Enhancement Strategies for Power Distribution Network Coupled With Urban Transportation System	57
Coalitional Game-Based Cost Optimization of Energy Portfolio in Smart Grid Communities	57
Implementation of Bidirectional Resonant DC Transformer in Hybrid AC/DC Micro-Grid	57
A Decentralized H-Infinity Unscented Kalman Filter for Dynamic State Estimation Against Uncertainties	57
Chance Constrained Reserve Scheduling Using Uncertain Controllable Loads Part I: Formulation and Scenario-Based Analysis	57
A Stochastic Decision-Making Model for an Electricity Retailer With Intermittent Renewable Energy and Short-Term Demand Response	56
Incorporating Wind Energy in Power System Restoration Planning	56
Impacts of Cyber System on Microgrid Operational Reliability	56
A Fault Detection Method of Microgrids With Grid-Connected Inverter Interfaced Distributed Generators Based on the PQ Control Strategy	56
Cyber Risk Analysis of Combined Data Attacks Against Power System State Estimation	55
Aggregation and Disaggregation of Energetic Flexibility From Distributed Energy Resources	55