Electric Power Systems Research

Article	Citations
A comprehensive review of cyber-attacks and defense mechanisms for improving security in smart grid energy systems: Past, present and future	145
Short-term electricity load and price forecasting by a new optimal LSTM-NN based prediction algorithm	122
CNN-LSTM: An efficient hybrid deep learning architecture for predicting short-term photovoltaic power production	113
Fundamentals of power systems modelling in the presence of converter-interfaced generation	108
A proposed intelligent short-term load forecasting hybrid models of ANN, WNN and KF based on clustering techniques for smart grid	107
Power system frequency control: An updated review of current solutions and new challenges	97
Optimal GWCSO-based home appliances scheduling for demand response considering end-users comfort	89
Ensemble machine learning models for the detection of energy theft	88
A Review on TSO-DSO Coordination Models and Solution Techniques	85
Convolutional and recurrent neural network based model for short-term load forecasting	83
Temporal convolutional networks interval prediction model for wind speed forecasting	82
Current limiting algorithms and transient stability analysis of grid-forming VSCs	81
Self attention convolutional neural network with time series imaging based feature extraction for transmission line fault detection and classification	80
An ensemble method of full wavelet packet transform and neural network for short term electrical load forecasting	79
Towards efficient energy management in smart grids considering microgrids with day-ahead energy forecasting	77
Faults in smart grid systems: Monitoring, detection and classification	74
Protection techniques for DC microgrid- A review	72
A comprehensive review of improving power quality using active power filters	71
The near-optimal feasible space of a renewable power system model	68
Fault classification in power system distribution network integrated with distributed generators using CNN	63
Comprehensive classifications and characterizations of power system flexibility resources	63
Optimal allocation of EV charging spots and capacitors in distribution network improving voltage and power loss by Quantum-Behaved and Gaussian Mutational Dragonfly Algorithm (QGDA)	63
Protection of AC microgrid integrated with renewable energy sources – A research review and future trends	62
Optimal energy management and sizing of renewable energy and battery systems in residential sectors via a stochastic MILP model	61
A multi-agent game based joint planning approach for electricity-gas integrated energy systems considering wind power uncertainty	60

Real-time stochastic power management strategies in hybrid renewable energy systems: A review of key applications and perspectives	58
A converging non-cooperative & cooperative game theory approach for stabilizing peer-to-peer e	58
Charge coordination and battery lifecycle analysis of electric vehicles with V2G implementation	56
Short-term wind power forecasting based on Attention Mechanism and Deep Learning	55
Optimization of multi-energy virtual power plants for providing multiple market and local network services	54
Big data analytics for future electricity grids	54
Optimal coordination of directional overcurrent relays in complex distribution networks using sine cosine algorithm	54
A risk-constrained decision support tool for EV aggregators participating in energy and frequency regulation markets	53
Assessment of stacked unidirectional and bidirectional long short-term memory networks for electricity load forecasting	52
Optimal sizing of battery energy storage in a microgrid considering capacity degradation and replacement year	52
On the numerical analysis based on successive approximations for power flow problems in AC distribution systems	50
Finding optimal schedules in a home energy management system	50
Short-Term Load Forecasting Using Channel and Temporal Attention Based Temporal Convolutional Network	50
Optimal network reconfiguration and DG allocation using adaptive modified whale optimization algorithm considering probabilistic load flow	49
Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam	49
Power systems optimization under uncertainty: A review of methods and applications	48
Fault diagnosis in low voltage smart distribution grids using gradient boosting trees	48
Energy management system of low voltage dc microgrid using mixed-integer nonlinear programing and a global optimization technique	46
A comprehensive comparison of Virtual Synchronous Generators with focus on virtual inertia and frequency regulation	45
Demand response in consumer-Centric electricity market: Mathematical models and optimization problems	45
Short-term wind power forecasting by stacked recurrent neural networks with parametric sine activation function	45
An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays	45
Fuzzy-based approach for power smoothing of a full-converter wind turbine generator using a supercapacitor energy storage	43
Effects of resilience-oriented design on distribution networks operation planning	42
Optimal joint demand and virtual bidding for a strategic retailer in the short-term electricity market	42
Markovian-based stochastic operation optimization of multiple distributed energy systems with renewables in a local energy community	42
Fault detection and diagnosis in power transformers: a comprehensive review and classification of publications and methods	41
Optimal planning of clustered microgrid using a technique of cooperative game theory	41
Detection and identification of energy theft in advanced metering infrastructures	41
PowerModelsDistribution.jl: An open-source framework for exploring distribution power flow formulations	41
A novel phaselet-based approach for islanding detection in inverter-based distributed generation systems	40
Multiple households very short-term load forecasting using bayesian networks	39
Security-Constrained generation and transmission expansion planning based on optimal bidding in the energy and reserve markets	39
Investigation and analysis of effective approaches, opportunities, bottlenecks and future potential capabilities for digitalization of energy systems and sustainable development goals	39
A combined deep belief network and time-time transform based intelligent protection Scheme for microgrids	39
Modified rotor-side converter control design for improving the LVRT capability of a DFIG-based WECS	38
A Monte Carlo methodology for earthquake impact analysis on the electrical grid	38
A review of scenario analysis methods in planning and operation of modern power systems: Methodologies, applications, and challenges	37
Application of statistical control charts to discriminate transformer winding defects	37
Mixed-integer nonseparable piecewise linear models for the hydropower production function in the Unit Commitment problem	37
Transient stability prediction of power system; a review on methods, classification and considerations	37
Optimal scheduling of electric vehicles charging in battery swapping station considering wind- photovoltaic accommodation	37
On the impact of different voltage unbalance metrics in distribution system optimization	36
Uncertainty handling techniques in power systems: A critical review	36
An economic-environmental asset planning in electric distribution networks considering carbon emission trading and demand response	36
A critical review of state-of-the-art non-intrusive load monitoring datasets	36
Intelligent anomaly identification in cyber-physical inverter-based systems	36
Consumer viewpoint on a new kind of energy market	36
A Residential Load Scheduling Based on Cost Efficiency and Consumer's Preference for Demand Response in Smart Grid	36
Trend analyses of electricity load changes in Brazil due to COVID-19 shutdowns	35

Wavelet based fault location on power transmission lines using real-world travelling wave data	35
Integrated energy management system for Microgrids of building prosumers	35
Stochastic electrical and thermal energy management of energy hubs integrated with demand response programs and renewable energy: A prioritized multi-objective framework	34
A two-level ANN-based method using synchronized measurements to locate high-impedance fault in distribution systems	34
A novel protection scheme for multi-terminal transmission lines based on wavelet transform	34
A wind power forecasting method based on optimized decomposition prediction and error correction	34
Probabilistic Load Flow Based on Holomorphic Embedding, Kernel Density Estimator and Saddle Point Approximation Including Correlated Uncertainty Variables	34
Probabilistic planning of electric vehicles charging stations in an integrated electricity-transport system	33
Neural networks for power flow: Graph neural solver	33
Pricing EV charging service with demand charge	33
Two-stage stochastic operation considering day-ahead and real-time scheduling of microgrids with high renewable energy sources and electric vehicles based on multi-layer energy management system	33
Virtual power plant containing electric vehicles scheduling strategies based on deep reinforcement learning	33
Mitigation of DGs Impact on Variable-Topology Meshed Network Protection System by Optimal Fault Current Limiters Considering Overcurrent Relay Coordination	33
Optimal location of EV charging stations in a neighborhood considering a multi-objective approach	33
The impact of flexible resources in distribution systems on the security of electricity supply: A literature review	33
A new two-layer model for energy management in the smart distribution network containing flexi-renewable virtual power plant	33
Multi-objective PSO applied to PI control of DFIG wind turbine under electrical fault conditions	33
Data-driven spatial-temporal prediction of electric vehicle load profile considering charging behavior	32
A grid-connected variable-speed wind generator driving a fuzzy-controlled PMSG and associated to a flywheel energy storage system	32
A two-stage strategy for security-constrained AC dynamic transmission expansion planning	32
Inductive fault current limiters: A review	32
Virtual inertia emulation and RoCoF control of a microgrid with high renewable power penetration	32
Summation law for supraharmonic currents (2–150 kHz) in low-voltage installations	32
Allocation and sizing of single tuned passive filters in three-phase distribution systems for power quality improvement	31
Islanding and dynamic reconfiguration for resilience enhancement of active distribution systems	31
Autonomous reactive power support for smart photovoltaic inverter based on real-time grid-impedance measurements of a weak grid	31
Fault diagnosis of oil-immersed power transformers using common vector approach	31
ARMAX-based method for inertial constant estimation of generation units using synchrophasors	31
Electricity Retailer Trading Portfolio Optimization Considering Risk Assessment in Chinese Electricity Market	31
Multi-task deep reinforcement learning for intelligent multi-zone residential HVAC control	31
Smart grids cyber-physical security: Parameter correction model against unbalanced false data injection attacks	30
Exploring flexibility of electric vehicle aggregators as energy reserve	30
A full mixed-integer linear programming formulation for economic dispatch with valve-point effects, transmission loss and prohibited operating zones	30
A scenario-based analytical method for probabilistic load flow analysis	30
Diagnosis of supraharmonics-related problems based on the effects on electrical equipment	30
A Improved Archimedes Optimization Algorithm for multi/single-objective Optimal Power Flow	30
A fuzzy logic energy management system of on-grid electrical system for residential prosumers	30
Sensitivity analysis of electric vehicle impact on low-voltage distribution grids	30
Classification and dynamic assessment of droop-based grid-forming control schemes: Application in HVDC systems	29
Optimal operation management of distributed and centralized electrolysis-based hydrogen generation and storage systems	29
A strategy for PV and BESS allocation considering uncertainty based on a modified Henry gas solubility optimizer	29
Mitigating voltage-sag and voltage-deviation problems in distribution networks using battery energy storage systems	29
A novel integrated photovoltaic power forecasting model based on variational mode decomposition and CNN-BiGRU considering meteorological variables	29
Synchrophasor measurement applications and optimal PMU placement: A review	29
Review of preprocessing methods for univariate volatile time-series in power system applications	28
Distributed energy resource allocation using multi-objective grasshopper optimization algorithm	28
Hourly pricing and day-ahead dispatch setting in Brazil: The dessem model	28
Optimal sizing of renewable energy systems in a Microgrid considering electricity market interaction and reliability analysis	28
The role of power-to-gas and carbon capture technologies in cross-sector decarbonisation strategies	28
Optimal directional overcurrent relay coordination using MRFO algorithm: A case study of adaptive protection of the distribution network of the Hatay province of Turkey	28
Real-Time metadata-driven routing optimization for electric vehicle energy consumption minimization using deep reinforcement learning and Markov chain model	28
Existing Developments in Adaptive Smart Grid Protection: A Review	28
Fault diagnosis of power grid based on variational mode decomposition and convolutional neural network	28
A novel Multi-LSTM based deep learning method for islanding detection in the microgrid	27
Modeling load forecast uncertainty using generative adversarial networks	27
Planning of electrical energy for the Galapagos Islands using different renewable energy technologies	27
Optimal allocation of static synchronous series compensator (SSSC) in wind-integrated power system considering predictability	27
A distributionally robust bidding strategy for a wind-storage aggregator	27
Classification of electric vehicle charging time series with selective clustering	27
Electric distribution network reconfiguration optimized for PV distributed generation and energy storage	27
Probabilistic planning of the active and reactive power sources constrained to securable-reliable operation in reconfigurable smart distribution networks	27
New islanding detection method with adaptively threshold for microgrid	27
Inexact convex relaxations for AC optimal power flow: Towards AC feasibility	26
A review of fault location and classification methods in distribution grids	26
Survey on microgrids frequency regulation: Modeling and control systems	26
Short term electricity price forecasting using a new hybrid model based on two-layer decomposition technique and ensemble learning	26
Bi-level distributed day-ahead schedule for islanded multi-microgrids in a carbon trading market	26
A short-term load forecasting model based on mixup and transfer learning	26
100% Converter-Interfaced generation using virtual synchronous generator control: A case study based on the irish system	26
Multi-objective stochastic operation of multi-microgrids constrained to system reliability and clean energy based on energy management system	26
Electric energy disaggregation via non-intrusive load monitoring: A state-of-the-art systematic review	26
Review of load forecasting based on artificial intelligence methodologies, models, and challenges	26
Mitigation of DC-link voltage oscillations to reduce size of DC-side capacitor and improve lifetime of power converter	26
Optimized virtual inertia of wind turbine for rotor angle stability in interconnected power systems	26
Fast heuristic methods for harmonic minimization using distribution system reconfiguration	26
Peer-to-peer energy trading in smart grid: Frameworks, implementation methodologies, and demonstration projects	26
An Overview of Optimization Approaches for Operation of Hybrid Distributed Energy Systems with Photovoltaic and Diesel Turbine Generator	26
Protection algorithms of microgrids with inverter interfaced distributed generation units—A review	26
An efficient algorithm for atomic decomposition of power quality disturbance signals using convolutional neural network	26
A decentralized approach for frequency and voltage regulation in islanded PV-Storage microgrids	26

A bottom-up short-term residential load forecasting approach based on appliance characteristic analysis and multi-task learning	25
The actual measurement and analysis of transformer winding deformation fault degrees by FRA using mathematical indicators	25
Energy management of hybrid energy system sources based on machine learning classification algorithms	25
Incipient fault diagnosis in power transformers by data-driven models with over-sampled dataset	25
Mitigation of circulating currents for proportional current sharing and voltage stability of isolated DC microgrid	25
Learning to run a power network challenge for training topology controllers	25
Multi-label LSTM autoencoder for non-intrusive appliance load monitoring	25
DC pollution flashover performance of HVDC composite insulator under different non-uniform pollution conditions	25
Distributed optimization for scheduling energy flows in community microgrids	25
Protection strategy for fault detection in inverter-dominated low voltage AC microgrid	25
Data-driven inertia estimation based on frequency gradient for power systems with high penetration of renewable energy sources	25
Missing data in wind farm time series: Properties and effect on forecasts	25
Impact of Virtual Power Plants on Power System Short-Term Transient Response	25
Customer directrix load-based large-scale demand response for integrating renewable energy sources	25
Survey on microgrids with flexible boundaries: Strategies, applications, and future trends	25
A hybrid prediction model based on pattern sequence-based matching method and extreme gradient boosting for holiday load forecasting	24
Energy management using multi-criteria decision making and machine learning classification algorithms for intelligent system	24
A feature extraction- and ranking-based framework for electricity spot price forecasting using a hybrid deep neural network	24
Joints defectiveness of MV underground cable and the effects on the distribution system	24
Short-term load forecasting based on CEEMDAN and Transformer	24
Online reduced complexity parameter estimation technique for equivalent circuit model of lithium-ion battery	24
Comprehensive review of commutation failure in HVDC transmission systems	24
Strategic and network-aware bidding policy for electric utilities through the optimal orchestration of a virtual and heterogeneous flexibility assets’ portfolio	24
Optimal capacity planning of generation system integrating uncertain solar and wind energy with seasonal variability	24
A fast hybrid PLL with an adaptive all-pass filter under abnormal grid conditions	24
LSTM enhanced by dual-attention-based encoder-decoder for daily peak load forecasting	24
A new method for forecasting energy output of a large-scale solar power plant based on long short-term memory networks a case study in Vietnam	24
Open source dataset generator for power quality disturbances with deep-learning reference classifiers	24
On the development of organized nodal local energy markets and a framework for the TSO-DSO coordination	24
Model predictive control for single phase active power filter using modified packed U-cell (MPUC5) converter	24
Experimental validation of feedback optimization in power distribution grids	24
Optimal sizing of user-side energy storage considering demand management and scheduling cycle	24
Post-Event restoration strategy for coupled distribution-transportation system utilizing spatiotemporal flexibility of mobile emergency generator and mobile energy storage system	24
Research on the pollution performance and degradation of superhydrophobic nano-coatings for toughened glass insulators	24
Complementarity reformulations for false data injection attacks on PMU-only state estimation	23
Reliability correlated optimal planning of distribution network with distributed generation	23
Secondary frequency control strategy considering DoS attacks for MTDC system	23
An efficient multilevel interconnect control algorithm in AC/DC micro-grids using hybrid energy storage system	23
Control methodology and implementation of a Z-source inverter for a stand-alone photovoltaic-diesel generator-energy storage system microgrid	23
A multi-agent-based integrated self-healing and adaptive protection system for power distribution systems with distributed generation	23
Power quality disturbance classification under noisy conditions using adaptive wavelet threshold and DBN-ELM hybrid model	23
Electromagnetic transient modeling of grounding electrodes buried in frequency dependent soil with variable water content	23
A comprehensive review on DC Microgrid protection schemes	23
A hybrid approach for fault location in power distributed networks: Impedance-based and machine learning technique	23
A two stage fault current limiter and directional overcurrent relay optimization for adaptive protection resetting using differential evolution multi-objective algorithm in presence of distributed gen	23
Transformer fault types and severity class prediction based on neural pattern-recognition techniques	23
Robust meter placement for state estimation considering Distribution Network Reconfiguration for annual energy loss reduction	23
Automated Demand Response in Smart Distribution Grid: A Review on Metering Infrastructure, Communication Technology and Optimization Models	23
Fault diagnosis method of distribution network based on time sequence hierarchical fuzzy petri nets	23
Multi-year stochastic planning of off-grid microgrids subject to significant load growth uncertainty: overcoming single-year methodologies	23
Designing solar power generation output forecasting methods using time series algorithms	23
Power sharing strategy in islanded microgrids using improved droop control	23
Fully-decentralized coordination for simultaneous hydrogen, power, and heat interaction in a multi-carrier-energy system considering private ownership	23
Optimal energy management of distributed generation in micro-grid to control the voltage and frequency based on PSO-adaptive virtual impedance method	23
Optimal energy management of grid-connected multi-microgrid systems considering demand-side flexibility: A two-stage multi-objective approach	23
Improved droop control strategy for parallel connected power electronic converter based distributed generation sources in an Islanded Microgrid	23
A new passive islanding detection approach using wavelets and deep learning for grid-connected photovoltaic systems	23
Fault Diagnosis for Power Electronics Converters based on Deep Feedforward Network and Wavelet Compression	23
Optimal protection coordination in the micro-grid including inverter-based distributed generations and energy storage system with considering grid-connected and islanded modes	22
Control of multi-functional grid-connected PV systems with load compensation under distorted and unbalanced grid voltages	22
Prediction of virtual energy storage capacity of the air-conditioner using a stochastic gradient descent based artificial neural network	22
Insulator leakage current prediction using surface spark discharge data and particle swarm optimization based neural network	22
Influence of humidity and contamination on the leakage current of 230-kV composite insulator	22
Mathematical optimization versus Metaheuristic techniques: A performance comparison for reconfiguration of distribution systems	22
Clustering of transformer condition using frequency response analysis based on k-means and GOA	22
Optimal provision of concurrent primary frequency and local voltage control from a BESS considering variable capability curves: Modelling and experimental assessment	22
Developing A Smart Power-Voltage Relay with no Communication System for DC Microgrids	22
Coordination of OLTC and smart inverters for optimal voltage regulation of unbalanced distribution networks	22
PMU-based linear state estimation of Lausanne subtransmission network: Experimental validation	22
Application of precautionary and corrective energy management strategies in improving networked microgrids resilience: A two-stage linear programming	22
Deep learning for power quality	22
Impedance characteristics investigation and oscillation stability analysis for two-stage PV inverter under weak grid condition	22
Adaptive coordination of sequential droop control for PV inverters to mitigate voltage rise in PV-Rich LV distribution networks	22
The role of demand response in optimal sizing and siting of distribution energy resources in distribution network with time-varying load: An analytical approach	22
A conditional value-at-risk-based dispatch approach for the energy management of smart buildings with HVAC systems	22
A new protection scheme for transmission lines utilizing positive sequence fault components	22
Optimum sizing of PV based UPQC-DG with improved power angle control	22
A3D: Attention-based auto-encoder anomaly detector for false data injection attacks	22
A novel OC-SVM based ensemble learning framework for attack detection in AGC loop of power systems	21
Monte Carlo simulation model to coordinate the preventive maintenance scheduling of generating units in isolated distributed Power Systems	21
Inertia estimation in modern power system: A comprehensive review	21
Evaluating reactive power reserves scarcity during the energy transition toward 100% renewable supply	21
Electrical grid resilience framework with uncertainty	21
An approach for monitoring and updating the load margin of power systems in dynamic security assessment	21
Modeling frequency response dynamics in power system scheduling	21
Probabilistic forecasting for energy time series considering uncertainties based on deep learning algorithms	21
Recalibration of recurrent neural networks for short-term wind power forecasting	21
Intelligent islanding detection with grid topology adaptation and minimum non-detection zone	21
Coordination of Electricity, Heat, and Natural Gas Systems Accounting for Network Flexibility	21
A comprehensive assessment of the state-of-the-art virtual synchronous generator models	21
Congestion management of power systems by optimizing grid topology and using dynamic thermal rating	20
TSO-DSO coordination to acquire services from distribution grids: Simulations, cost-benefit analysis and regulatory conclusions from the SmartNet project	20
End to end machine learning for fault detection and classification in power transmission lines	20
Impact of smart transformer voltage and frequency support in a high renewable penetration system	20
Distribution networks measured background voltage variations, probability distributions characterization and Solar PV hosting capacity estimations	20