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	158
Short-term electricity load and price forecasting by a new optimal LSTM-NN based prediction algorithm	126
CNN-LSTM: An efficient hybrid deep learning architecture for predicting short-term photovoltaic power production	121
A proposed intelligent short-term load forecasting hybrid models of ANN, WNN and KF based on clustering techniques for smart grid	111
Fundamentals of power systems modelling in the presence of converter-interfaced generation	109
Power system frequency control: An updated review of current solutions and new challenges	103
Ensemble machine learning models for the detection of energy theft	90
Optimal GWCSO-based home appliances scheduling for demand response considering end-users comfort	90
Temporal convolutional networks interval prediction model for wind speed forecasting	87
A Review on TSO-DSO Coordination Models and Solution Techniques	87
Current limiting algorithms and transient stability analysis of grid-forming VSCs	87
Convolutional and recurrent neural network based model for short-term load forecasting	83
An ensemble method of full wavelet packet transform and neural network for short term electrical load forecasting	82
Self attention convolutional neural network with time series imaging based feature extraction for transmission line fault detection and classification	81
Faults in smart grid systems: Monitoring, detection and classification	81
Protection techniques for DC microgrid- A review	80
Towards efficient energy management in smart grids considering microgrids with day-ahead energy forecasting	78
A comprehensive review of improving power quality using active power filters	74
The near-optimal feasible space of a renewable power system model	70
Comprehensive classifications and characterizations of power system flexibility resources	66
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)	66
Protection of AC microgrid integrated with renewable energy sources – A research review and future trends	64
Fault classification in power system distribution network integrated with distributed generators using CNN	64
A multi-agent game based joint planning approach for electricity-gas integrated energy systems considering wind power uncertainty	63
Short-term wind power forecasting based on Attention Mechanism and Deep Learning	62

Optimal energy management and sizing of renewable energy and battery systems in residential sectors via a stochastic MILP model	62
Real-time stochastic power management strategies in hybrid renewable energy systems: A review of key applications and perspectives	60
Charge coordination and battery lifecycle analysis of electric vehicles with V2G implementation	58
A converging non-cooperative & cooperative game theory approach for stabilizing peer-to-peer e	58
Optimal coordination of directional overcurrent relays in complex distribution networks using sine cosine algorithm	56
Optimization of multi-energy virtual power plants for providing multiple market and local network services	55
Big data analytics for future electricity grids	54
Optimal sizing of battery energy storage in a microgrid considering capacity degradation and replacement year	53
Finding optimal schedules in a home energy management system	53
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	53
Short-Term Load Forecasting Using Channel and Temporal Attention Based Temporal Convolutional Network	52
Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam	51
Power systems optimization under uncertainty: A review of methods and applications	51
On the numerical analysis based on successive approximations for power flow problems in AC distribution systems	50
Fault diagnosis in low voltage smart distribution grids using gradient boosting trees	49
Energy management system of low voltage dc microgrid using mixed-integer nonlinear programing and a global optimization technique	49
Optimal network reconfiguration and DG allocation using adaptive modified whale optimization algorithm considering probabilistic load flow	49
A comprehensive comparison of Virtual Synchronous Generators with focus on virtual inertia and frequency regulation	48
An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays	47
Short-term wind power forecasting by stacked recurrent neural networks with parametric sine activation function	47
Fault detection and diagnosis in power transformers: a comprehensive review and classification of publications and methods	46
Demand response in consumer-Centric electricity market: Mathematical models and optimization problems	46
Fuzzy-based approach for power smoothing of a full-converter wind turbine generator using a supercapacitor energy storage	44
Markovian-based stochastic operation optimization of multiple distributed energy systems with renewables in a local energy community	43
Optimal joint demand and virtual bidding for a strategic retailer in the short-term electricity market	43
Detection and identification of energy theft in advanced metering infrastructures	42
Effects of resilience-oriented design on distribution networks operation planning	42
Optimal planning of clustered microgrid using a technique of cooperative game theory	41
PowerModelsDistribution.jl: An open-source framework for exploring distribution power flow formulations	41
A review of scenario analysis methods in planning and operation of modern power systems: Methodologies, applications, and challenges	41
Investigation and analysis of effective approaches, opportunities, bottlenecks and future potential capabilities for digitalization of energy systems and sustainable development goals	40
A Monte Carlo methodology for earthquake impact analysis on the electrical grid	40
Multiple households very short-term load forecasting using bayesian networks	40
A novel phaselet-based approach for islanding detection in inverter-based distributed generation systems	40
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	39
Optimal scheduling of electric vehicles charging in battery swapping station considering wind- photovoltaic accommodation	39
Security-Constrained generation and transmission expansion planning based on optimal bidding in the energy and reserve markets	39
On the impact of different voltage unbalance metrics in distribution system optimization	38
Intelligent anomaly identification in cyber-physical inverter-based systems	38
An economic-environmental asset planning in electric distribution networks considering carbon emission trading and demand response	38
Transient stability prediction of power system; a review on methods, classification and considerations	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
Virtual inertia emulation and RoCoF control of a microgrid with high renewable power penetration	37
A critical review of state-of-the-art non-intrusive load monitoring datasets	37
Uncertainty handling techniques in power systems: A critical review	36
Pricing EV charging service with demand charge	36
A Residential Load Scheduling Based on Cost Efficiency and Consumer's Preference for Demand Response in Smart Grid	36

Optimal location of EV charging stations in a neighborhood considering a multi-objective approach	36
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	35
Inductive fault current limiters: A review	35
Data-driven spatial-temporal prediction of electric vehicle load profile considering charging behavior	35
Stochastic electrical and thermal energy management of energy hubs integrated with demand response programs and renewable energy: A prioritized multi-objective framework	35
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
Virtual power plant containing electric vehicles scheduling strategies based on deep reinforcement learning	34
The impact of flexible resources in distribution systems on the security of electricity supply: A literature review	34
A novel protection scheme for multi-terminal transmission lines based on wavelet transform	34
A two-level ANN-based method using synchronized measurements to locate high-impedance fault in distribution systems	34
Mitigation of DGs Impact on Variable-Topology Meshed Network Protection System by Optimal Fault Current Limiters Considering Overcurrent Relay Coordination	34
Probabilistic Load Flow Based on Holomorphic Embedding, Kernel Density Estimator and Saddle Point Approximation Including Correlated Uncertainty Variables	34
A wind power forecasting method based on optimized decomposition prediction and error correction	34
Neural networks for power flow: Graph neural solver	34
Probabilistic planning of electric vehicles charging stations in an integrated electricity-transport system	33
Summation law for supraharmonic currents (2–150 kHz) in low-voltage installations	33
Diagnosis of supraharmonics-related problems based on the effects on electrical equipment	33
A fuzzy logic energy management system of on-grid electrical system for residential prosumers	33
A new two-layer model for energy management in the smart distribution network containing flexi-renewable virtual power plant	33
Electricity Retailer Trading Portfolio Optimization Considering Risk Assessment in Chinese Electricity Market	32
Autonomous reactive power support for smart photovoltaic inverter based on real-time grid-impedance measurements of a weak grid	32
Fault diagnosis of oil-immersed power transformers using common vector approach	32
A novel integrated photovoltaic power forecasting model based on variational mode decomposition and CNN-BiGRU considering meteorological variables	32
Islanding and dynamic reconfiguration for resilience enhancement of active distribution systems	32
Multi-task deep reinforcement learning for intelligent multi-zone residential HVAC control	32
Exploring flexibility of electric vehicle aggregators as energy reserve	31
A Improved Archimedes Optimization Algorithm for multi/single-objective Optimal Power Flow	31
Smart grids cyber-physical security: Parameter correction model against unbalanced false data injection attacks	31
Energy management of hybrid energy system sources based on machine learning classification algorithms	30
Peer-to-peer energy trading in smart grid: Frameworks, implementation methodologies, and demonstration projects	30
Optimal directional overcurrent relay coordination using MRFO algorithm: A case study of adaptive protection of the distribution network of the Hatay province of Turkey	30
Fault diagnosis of power grid based on variational mode decomposition and convolutional neural network	30
Incipient fault diagnosis in power transformers by data-driven models with over-sampled dataset	30
Classification and dynamic assessment of droop-based grid-forming control schemes: Application in HVDC systems	30
Sensitivity analysis of electric vehicle impact on low-voltage distribution grids	30
A scenario-based analytical method for probabilistic load flow analysis	30
Survey on microgrids frequency regulation: Modeling and control systems	30
A review of fault location and classification methods in distribution grids	29
Review of load forecasting based on artificial intelligence methodologies, models, and challenges	29
A strategy for PV and BESS allocation considering uncertainty based on a modified Henry gas solubility optimizer	29
Synchrophasor measurement applications and optimal PMU placement: A review	29
A comprehensive review on DC Microgrid protection schemes	29
Short-term load forecasting based on CEEMDAN and Transformer	29
Optimal operation management of distributed and centralized electrolysis-based hydrogen generation and storage systems	29
Fast heuristic methods for harmonic minimization using distribution system reconfiguration	29
Existing Developments in Adaptive Smart Grid Protection: A Review	29
A novel Multi-LSTM based deep learning method for islanding detection in the microgrid	29
Mitigating voltage-sag and voltage-deviation problems in distribution networks using battery energy storage systems	29
Review of preprocessing methods for univariate volatile time-series in power system applications	28
New islanding detection method with adaptively threshold for microgrid	28
Planning of electrical energy for the Galapagos Islands using different renewable energy technologies	28
Real-Time metadata-driven routing optimization for electric vehicle energy consumption minimization using deep reinforcement learning and Markov chain model	28
Optimal sizing of renewable energy systems in a Microgrid considering electricity market interaction and reliability analysis	28
Hourly pricing and day-ahead dispatch setting in Brazil: The dessem model	28
Classification of electric vehicle charging time series with selective clustering	28
Distributed energy resource allocation using multi-objective grasshopper optimization algorithm	28
Modeling load forecast uncertainty using generative adversarial networks	28
A short-term load forecasting model based on mixup and transfer learning	28
Bi-level distributed day-ahead schedule for islanded multi-microgrids in a carbon trading market	27
Electric distribution network reconfiguration optimized for PV distributed generation and energy storage	27
100% Converter-Interfaced generation using virtual synchronous generator control: A case study based on the irish system	27
Multi-objective stochastic operation of multi-microgrids constrained to system reliability and clean energy based on energy management system	27
A distributionally robust bidding strategy for a wind-storage aggregator	27
Short term electricity price forecasting using a new hybrid model based on two-layer decomposition technique and ensemble learning	27
An efficient algorithm for atomic decomposition of power quality disturbance signals using convolutional neural network	27
Probabilistic planning of the active and reactive power sources constrained to securable-reliable operation in reconfigurable smart distribution networks	27
A bottom-up short-term residential load forecasting approach based on appliance characteristic analysis and multi-task learning	27
Electric energy disaggregation via non-intrusive load monitoring: A state-of-the-art systematic review	27
Mitigation of DC-link voltage oscillations to reduce size of DC-side capacitor and improve lifetime of power converter	27
Optimal allocation of static synchronous series compensator (SSSC) in wind-integrated power system considering predictability	27
Energy management using multi-criteria decision making and machine learning classification algorithms for intelligent system	27
An Overview of Optimization Approaches for Operation of Hybrid Distributed Energy Systems with Photovoltaic and Diesel Turbine Generator	27
Optimal energy management of grid-connected multi-microgrid systems considering demand-side flexibility: A two-stage multi-objective approach	27
Survey on microgrids with flexible boundaries: Strategies, applications, and future trends	26
Inexact convex relaxations for AC optimal power flow: Towards AC feasibility	26
Optimal energy management of distributed generation in micro-grid to control the voltage and frequency based on PSO-adaptive virtual impedance method	26
Secondary frequency control strategy considering DoS attacks for MTDC system	26
Designing solar power generation output forecasting methods using time series algorithms	26

Data-driven inertia estimation based on frequency gradient for power systems with high penetration of renewable energy sources	26
Experimental validation of feedback optimization in power distribution grids	26
A decentralized approach for frequency and voltage regulation in islanded PV-Storage microgrids	26
Customer directrix load-based large-scale demand response for integrating renewable energy sources	26
On the development of organized nodal local energy markets and a framework for the TSO-DSO coordination	26
Protection algorithms of microgrids with inverter interfaced distributed generation units—A review	26
Comprehensive review of commutation failure in HVDC transmission systems	26
Learning to run a power network challenge for training topology controllers	25
Protection strategy for fault detection in inverter-dominated low voltage AC microgrid	25
Multi-label LSTM autoencoder for non-intrusive appliance load monitoring	25
Impact of Virtual Power Plants on Power System Short-Term Transient Response	25
A feature extraction- and ranking-based framework for electricity spot price forecasting using a hybrid deep neural network	25
Robust meter placement for state estimation considering Distribution Network Reconfiguration for annual energy loss reduction	25
Distributed optimization for scheduling energy flows in community microgrids	25
The actual measurement and analysis of transformer winding deformation fault degrees by FRA using mathematical indicators	25
Complementarity reformulations for false data injection attacks on PMU-only state estimation	25
Post-Event restoration strategy for coupled distribution-transportation system utilizing spatiotemporal flexibility of mobile emergency generator and mobile energy storage system	25
DC pollution flashover performance of HVDC composite insulator under different non-uniform pollution conditions	25
A3D: Attention-based auto-encoder anomaly detector for false data injection attacks	25
Missing data in wind farm time series: Properties and effect on forecasts	25
A hybrid prediction model based on pattern sequence-based matching method and extreme gradient boosting for holiday load forecasting	25
Online reduced complexity parameter estimation technique for equivalent circuit model of lithium-ion battery	25
Fault diagnosis method of distribution network based on time sequence hierarchical fuzzy petri nets	25
Open source dataset generator for power quality disturbances with deep-learning reference classifiers	25
Joints defectiveness of MV underground cable and the effects on the distribution system	25
Research on the pollution performance and degradation of superhydrophobic nano-coatings for toughened glass insulators	24
Deep learning for power quality	24
LSTM enhanced by dual-attention-based encoder-decoder for daily peak load forecasting	24
Developing A Smart Power-Voltage Relay with no Communication System for DC Microgrids	24
Prediction of virtual energy storage capacity of the air-conditioner using a stochastic gradient descent based artificial neural network	24
Strategic and network-aware bidding policy for electric utilities through the optimal orchestration of a virtual and heterogeneous flexibility assets’ portfolio	24
A fast hybrid PLL with an adaptive all-pass filter under abnormal grid conditions	24
Optimal sizing of user-side energy storage considering demand management and scheduling cycle	24
Electromagnetic transient modeling of grounding electrodes buried in frequency dependent soil with variable water content	24
Automated Demand Response in Smart Distribution Grid: A Review on Metering Infrastructure, Communication Technology and Optimization Models	24
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	24
Transformer fault types and severity class prediction based on neural pattern-recognition techniques	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
Fault Diagnosis for Power Electronics Converters based on Deep Feedforward Network and Wavelet Compression	24
A conditional value-at-risk-based dispatch approach for the energy management of smart buildings with HVAC systems	23
Application of precautionary and corrective energy management strategies in improving networked microgrids resilience: A two-stage linear programming	23
Optimal DG unit placement in distribution networks by multi-objective whale optimization algorithm & its techno-economic analysis	23
Short-term Load Forecasting of Multi-Energy in Integrated Energy System Based on Multivariate Phase Space Reconstruction and Support Vector Regression Mode	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
Multi-year stochastic planning of off-grid microgrids subject to significant load growth uncertainty: overcoming single-year methodologies	23
Insulator leakage current prediction using surface spark discharge data and particle swarm optimization based neural network	23
A hybrid approach for fault location in power distributed networks: Impedance-based and machine learning technique	23
Impedance characteristics investigation and oscillation stability analysis for two-stage PV inverter under weak grid condition	23
Optimal protection coordination in the micro-grid including inverter-based distributed generations and energy storage system with considering grid-connected and islanded modes	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
Reliability correlated optimal planning of distribution network with distributed generation	23
Mathematical optimization versus Metaheuristic techniques: A performance comparison for reconfiguration of distribution systems	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
Coordination of OLTC and smart inverters for optimal voltage regulation of unbalanced distribution networks	23
TSO-DSO coordination to acquire services from distribution grids: Simulations, cost-benefit analysis and regulatory conclusions from the SmartNet project	23
A novel OC-SVM based ensemble learning framework for attack detection in AGC loop of power systems	22
Optimum sizing of PV based UPQC-DG with improved power angle control	22
Microgrids islanding detection using Fourier transform and machine learning algorithm	22
Optimal provision of concurrent primary frequency and local voltage control from a BESS considering variable capability curves: Modelling and experimental assessment	22
Adaptive coordination of sequential droop control for PV inverters to mitigate voltage rise in PV-Rich LV distribution networks	22
Multi-objective stochastic techno-economic-environmental optimization of distribution networks with G2V and V2G systems	22
Control of multi-functional grid-connected PV systems with load compensation under distorted and unbalanced grid voltages	22
Energy management in DC microgrid with an efficient voltage compensation mechanism	22
Influence of humidity and contamination on the leakage current of 230-kV composite insulator	22
A new protection scheme for transmission lines utilizing positive sequence fault components	22
Clustering of transformer condition using frequency response analysis based on k-means and GOA	22
Physics-Informed Neural Networks for AC Optimal Power Flow	22
Inertia estimation in modern power system: A comprehensive review	22
Evaluating reactive power reserves scarcity during the energy transition toward 100% renewable supply	22
Probabilistic forecasting for energy time series considering uncertainties based on deep learning algorithms	22
Recalibration of recurrent neural networks for short-term wind power forecasting	22
PMU-based linear state estimation of Lausanne subtransmission network: Experimental validation	22
An approach for monitoring and updating the load margin of power systems in dynamic security assessment	22
Synthetic inertia and frequency support assessment from renewable plants in low carbon grids	22
Intelligent hierarchical energy and power management to control the voltage and frequency of micro-grids based on power uncertainties and communication latency	22
Developing Hybrid Demand Response Technique for Energy Management in Microgrid Based on Pelican Optimization Algorithm	22
A comprehensive assessment of the state-of-the-art virtual synchronous generator models	22
Monte Carlo simulation model to coordinate the preventive maintenance scheduling of generating units in isolated distributed Power Systems	21
Day-ahead optimal scheduling of microgrid with considering demand side management under uncertainty	21
Coordination of Electricity, Heat, and Natural Gas Systems Accounting for Network Flexibility	21
Partial discharge detection on aerial covered conductors using time-series decomposition and long short-term memory network	21
Electrical grid resilience framework with uncertainty	21
Intelligent islanding detection with grid topology adaptation and minimum non-detection zone	21
Protection coordination scheme for directional overcurrent relays considering change in network topology and OLTC tap position	21
An effective Two-Stage Electricity Price forecasting scheme	21
Dimension reduction for NILM classification based on principle component analysis	21
Nonsingular terminal sliding mode controller for voltage and current control of an islanded microgrid	21
Real-time autonomous dynamic reconfiguration based on deep learning algorithm for distribution network	21
Modeling frequency response dynamics in power system scheduling	21
FOPTID+1 controller with capacitive energy storage for AGC performance enrichment of multi-source electric power systems	21
Study of resonance issues between DFIG-based offshore wind farm and HVDC transmission	21
Impact of smart transformer voltage and frequency support in a high renewable penetration system	20