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	227
CNN-LSTM: An efficient hybrid deep learning architecture for predicting short-term photovoltaic power production	183
Short-term electricity load and price forecasting by a new optimal LSTM-NN based prediction algorithm	147
Fundamentals of power systems modelling in the presence of converter-interfaced generation	127
Power system frequency control: An updated review of current solutions and new challenges	127
Current limiting algorithms and transient stability analysis of grid-forming VSCs	112
Ensemble machine learning models for the detection of energy theft	108
Faults in smart grid systems: Monitoring, detection and classification	107
A Review on TSO-DSO Coordination Models and Solution Techniques	101
Temporal convolutional networks interval prediction model for wind speed forecasting	101
A comprehensive review of improving power quality using active power filters	100
Convolutional and recurrent neural network based model for short-term load forecasting	99
Short-term wind power forecasting based on Attention Mechanism and Deep Learning	87
The near-optimal feasible space of a renewable power system model	87
Power systems optimization under uncertainty: A review of methods and applications	86
Comprehensive classifications and characterizations of power system flexibility resources	84
Fault classification in power system distribution network integrated with distributed generators using CNN	82
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)	79
Protection of AC microgrid integrated with renewable energy sources – A research review and future trends	75
Short-Term Load Forecasting Using Channel and Temporal Attention Based Temporal Convolutional Network	72
A comprehensive comparison of Virtual Synchronous Generators with focus on virtual inertia and frequency regulation	71
A multi-agent game based joint planning approach for electricity-gas integrated energy systems considering wind power uncertainty	68
Fault detection and diagnosis in power transformers: a comprehensive review and classification of publications and methods	67
Optimal sizing of battery energy storage in a microgrid considering capacity degradation and replacement year	67
Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam	62

Optimization of multi-energy virtual power plants for providing multiple market and local network services	61
Big data analytics for future electricity grids	59
Energy management system of low voltage dc microgrid using mixed-integer nonlinear programing and a global optimization technique	57
Optimal network reconfiguration and DG allocation using adaptive modified whale optimization algorithm considering probabilistic load flow	57
Short-term wind power forecasting by stacked recurrent neural networks with parametric sine activation function	55
State-of-the-art review on energy and load forecasting in microgrids using artificial neural networks, machine learning, and deep learning techniques	54
Uncertainty handling techniques in power systems: A critical review	54
A review of scenario analysis methods in planning and operation of modern power systems: Methodologies, applications, and challenges	54
Demand response in consumer-Centric electricity market: Mathematical models and optimization problems	53
Short-term load forecasting based on CEEMDAN and Transformer	51
A novel integrated photovoltaic power forecasting model based on variational mode decomposition and CNN-BiGRU considering meteorological variables	51
PowerModelsDistribution.jl: An open-source framework for exploring distribution power flow formulations	50
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	49
Effects of resilience-oriented design on distribution networks operation planning	48
A critical review of state-of-the-art non-intrusive load monitoring datasets	48
A review of fault location and classification methods in distribution grids	47
Optimal location of EV charging stations in a neighborhood considering a multi-objective approach	47
Neural networks for power flow: Graph neural solver	46
Deep learning for power quality	46
Virtual inertia emulation and RoCoF control of a microgrid with high renewable power penetration	45
Intelligent anomaly identification in cyber-physical inverter-based systems	45
Security-Constrained generation and transmission expansion planning based on optimal bidding in the energy and reserve markets	45
Optimal joint demand and virtual bidding for a strategic retailer in the short-term electricity market	45
Peer-to-peer energy trading in smart grid: Frameworks, implementation methodologies, and demonstration projects	45
Multiple households very short-term load forecasting using bayesian networks	44
Optimal scheduling of electric vehicles charging in battery swapping station considering wind- photovoltaic accommodation	44
Survey on microgrids frequency regulation: Modeling and control systems	43
On the impact of different voltage unbalance metrics in distribution system optimization	43
Stochastic electrical and thermal energy management of energy hubs integrated with demand response programs and renewable energy: A prioritized multi-objective framework	43
Transient stability prediction of power system; a review on methods, classification and considerations	43
Optimal energy management of grid-connected multi-microgrid systems considering demand-side flexibility: A two-stage multi-objective approach	43
Multi-objective stochastic techno-economic-environmental optimization of distribution networks with G2V and V2G systems	42
A Improved Archimedes Optimization Algorithm for multi/single-objective Optimal Power Flow	42
Virtual power plant containing electric vehicles scheduling strategies based on deep reinforcement learning	42
A wind power forecasting method based on optimized decomposition prediction and error correction	41
Developing Hybrid Demand Response Technique for Energy Management in Microgrid Based on Pelican Optimization Algorithm	41
Multi-task deep reinforcement learning for intelligent multi-zone residential HVAC control	40
Energy management of hybrid energy system sources based on machine learning classification algorithms	40
The impact of flexible resources in distribution systems on the security of electricity supply: A literature review	40
Pricing EV charging service with demand charge	40
Trend analyses of electricity load changes in Brazil due to COVID-19 shutdowns	40
Conventional methods of dissolved gas analysis using oil-immersed power transformer for fault diagnosis: A review	40
A strategy for PV and BESS allocation considering uncertainty based on a modified Henry gas solubility optimizer	39
A two-level ANN-based method using synchronized measurements to locate high-impedance fault in distribution systems	39
Application of statistical control charts to discriminate transformer winding defects	39
A new two-layer model for energy management in the smart distribution network containing flexi-renewable virtual power plant	39
Incipient fault diagnosis in power transformers by data-driven models with over-sampled dataset	37
Probabilistic planning of electric vehicles charging stations in an integrated electricity-transport system	37
Synchrophasor measurement applications and optimal PMU placement: A review	37
Islanding and dynamic reconfiguration for resilience enhancement of active distribution systems	37

Diagnosis of supraharmonics-related problems based on the effects on electrical equipment	37
A comprehensive review on DC Microgrid protection schemes	37
Integrated energy management system for Microgrids of building prosumers	37
Optimal sizing of renewable energy systems in a Microgrid considering electricity market interaction and reliability analysis	36
LSTM enhanced by dual-attention-based encoder-decoder for daily peak load forecasting	36
Existing Developments in Adaptive Smart Grid Protection: A Review	36
Short-term Load Forecasting of Multi-Energy in Integrated Energy System Based on Multivariate Phase Space Reconstruction and Support Vector Regression Mode	36
Electric energy disaggregation via non-intrusive load monitoring: A state-of-the-art systematic review	36
A short-term load forecasting model based on mixup and transfer learning	36
Inertia estimation in modern power system: A comprehensive review	35
Distributed energy resource allocation using multi-objective grasshopper optimization algorithm	35
Review of economic dispatch in multi-area power system: State-of-the-art and future prospective	35
Optimal DG unit placement in distribution networks by multi-objective whale optimization algorithm & its techno-economic analysis	35
FOPTID+1 controller with capacitive energy storage for AGC performance enrichment of multi-source electric power systems	35
Real-Time metadata-driven routing optimization for electric vehicle energy consumption minimization using deep reinforcement learning and Markov chain model	35
Probabilistic planning of the active and reactive power sources constrained to securable-reliable operation in reconfigurable smart distribution networks	35
Review of load forecasting based on artificial intelligence methodologies, models, and challenges	35
Comprehensive review of commutation failure in HVDC transmission systems	35
Electricity Retailer Trading Portfolio Optimization Considering Risk Assessment in Chinese Electricity Market	35
A fuzzy logic energy management system of on-grid electrical system for residential prosumers	35
An Overview of Optimization Approaches for Operation of Hybrid Distributed Energy Systems with Photovoltaic and Diesel Turbine Generator	34
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	34
Energy management using multi-criteria decision making and machine learning classification algorithms for intelligent system	34
Hourly pricing and day-ahead dispatch setting in Brazil: The dessem model	34
A novel Multi-LSTM based deep learning method for islanding detection in the microgrid	34
Classification and dynamic assessment of droop-based grid-forming control schemes: Application in HVDC systems	34
Optimal directional overcurrent relay coordination using MRFO algorithm: A case study of adaptive protection of the distribution network of the Hatay province of Turkey	34
Fault diagnosis of power grid based on variational mode decomposition and convolutional neural network	34
Comprehensive review on control schemes and stability investigation of hybrid AC-DC microgrid	33
Short term electricity price forecasting using a new hybrid model based on two-layer decomposition technique and ensemble learning	33
Review of DC circuit breaker application	33
Planning of electrical energy for the Galapagos Islands using different renewable energy technologies	33
Designing solar power generation output forecasting methods using time series algorithms	33
An efficient algorithm for atomic decomposition of power quality disturbance signals using convolutional neural network	33
A comprehensive assessment of the state-of-the-art virtual synchronous generator models	33
Experimental validation of feedback optimization in power distribution grids	32
Mitigation of DC-link voltage oscillations to reduce size of DC-side capacitor and improve lifetime of power converter	32
Power quality disturbance classification under noisy conditions using adaptive wavelet threshold and DBN-ELM hybrid model	32
Survey on microgrids with flexible boundaries: Strategies, applications, and future trends	32
A distributionally robust bidding strategy for a wind-storage aggregator	32
Sensitivity analysis of electric vehicle impact on low-voltage distribution grids	32
End to end machine learning for fault detection and classification in power transmission lines	32
Modeling load forecast uncertainty using generative adversarial networks	32
Physics-Informed Neural Networks for AC Optimal Power Flow	32
Multi-label LSTM autoencoder for non-intrusive appliance load monitoring	32
A bottom-up short-term residential load forecasting approach based on appliance characteristic analysis and multi-task learning	31
Optimal energy management of distributed generation in micro-grid to control the voltage and frequency based on PSO-adaptive virtual impedance method	31
A decentralized approach for frequency and voltage regulation in islanded PV-Storage microgrids	31
A hybrid prediction model based on pattern sequence-based matching method and extreme gradient boosting for holiday load forecasting	31
Diagnosis and prognosis of incipient faults and insulation status for asset management of power transformer using fuzzy logic controller & fuzzy clustering means	31
Short-term power prediction for renewable energy using hybrid graph convolutional network and long short-term memory approach	31
New islanding detection method with adaptively threshold for microgrid	31
A feature extraction- and ranking-based framework for electricity spot price forecasting using a hybrid deep neural network	31
Intelligent hierarchical energy and power management to control the voltage and frequency of micro-grids based on power uncertainties and communication latency	31
Optimal scheduling of regional integrated energy system considering multiple uncertainties and integrated demand response	30
Open source dataset generator for power quality disturbances with deep-learning reference classifiers	30
Protection strategy for fault detection in inverter-dominated low voltage AC microgrid	30
Protection algorithms of microgrids with inverter interfaced distributed generation units—A review	30
Flow direction algorithm-based optimal power flow analysis in the presence of stochastic renewable energy sources	30
Review of preprocessing methods for univariate volatile time-series in power system applications	30
An approach for monitoring and updating the load margin of power systems in dynamic security assessment	30
An ensemble framework for short-term load forecasting based on parallel CNN and GRU with improved ResNet	30
Classification of electric vehicle charging time series with selective clustering	30
Energy management in DC microgrid with an efficient voltage compensation mechanism	30
Multi-objective stochastic operation of multi-microgrids constrained to system reliability and clean energy based on energy management system	30
A3D: Attention-based auto-encoder anomaly detector for false data injection attacks	29
Optimal allocation of static synchronous series compensator (SSSC) in wind-integrated power system considering predictability	29
A new passive islanding detection approach using wavelets and deep learning for grid-connected photovoltaic systems	29
Secondary frequency control strategy considering DoS attacks for MTDC system	29
Fault diagnosis method of distribution network based on time sequence hierarchical fuzzy petri nets	29
Complementarity reformulations for false data injection attacks on PMU-only state estimation	29
Learning to run a power network challenge for training topology controllers	29
Prediction of virtual energy storage capacity of the air-conditioner using a stochastic gradient descent based artificial neural network	29
Mathematical optimization versus Metaheuristic techniques: A performance comparison for reconfiguration of distribution systems	28
Day-ahead optimal scheduling of microgrid with considering demand side management under uncertainty	28
A CNN and LSTM-based multi-task learning architecture for short and medium-term electricity load forecasting	28
Multi-time scale optimization scheduling of microgrid considering source and load uncertainty	28
An efficient multilevel interconnect control algorithm in AC/DC micro-grids using hybrid energy storage system	28
Energy management and operational planning of renewable energy resources-based microgrid with energy saving	28
Impact of Virtual Power Plants on Power System Short-Term Transient Response	28

Data-driven inertia estimation based on frequency gradient for power systems with high penetration of renewable energy sources	28
Transformer fault types and severity class prediction based on neural pattern-recognition techniques	28
Self-adapting PI controller for grid-connected DFIG wind turbines based on recurrent neural network optimization control under unbalanced grid faults	28
A multi-agent-based integrated self-healing and adaptive protection system for power distribution systems with distributed generation	27
Adaptive coordination of sequential droop control for PV inverters to mitigate voltage rise in PV-Rich LV distribution networks	27
Automated Demand Response in Smart Distribution Grid: A Review on Metering Infrastructure, Communication Technology and Optimization Models	27
A hybrid approach for fault location in power distributed networks: Impedance-based and machine learning technique	27
Application of precautionary and corrective energy management strategies in improving networked microgrids resilience: A two-stage linear programming	27
Stability Enhancement and Energy Management of AC-DC Microgrid based on Active Disturbance Rejection Control	27
Improved droop control strategy for parallel connected power electronic converter based distributed generation sources in an Islanded Microgrid	27
Probabilistic forecasting for energy time series considering uncertainties based on deep learning algorithms	27
A new protection scheme for transmission lines utilizing positive sequence fault components	27
Joints defectiveness of MV underground cable and the effects on the distribution system	27
Missing data in wind farm time series: Properties and effect on forecasts	27
The use of deep learning and 2-D wavelet scalograms for power quality disturbances classification	27
TSO-DSO coordination to acquire services from distribution grids: Simulations, cost-benefit analysis and regulatory conclusions from the SmartNet project	27
Optimal vehicle-to-grid control for supplementary frequency regulation using deep reinforcement learning	27
On the development of organized nodal local energy markets and a framework for the TSO-DSO coordination	27
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	27
Application of AOA algorithm for optimal placement of electric vehicle charging station to minimize line losses	26
PMU-based linear state estimation of Lausanne subtransmission network: Experimental validation	26
A novel OC-SVM based ensemble learning framework for attack detection in AGC loop of power systems	26
Optimal sizing of residential battery systems with multi-year dynamics and a novel rainflow-based model of storage degradation: An extensive Italian case study	26
Post-Event restoration strategy for coupled distribution-transportation system utilizing spatiotemporal flexibility of mobile emergency generator and mobile energy storage system	26
Recalibration of recurrent neural networks for short-term wind power forecasting	26
Leader Harris Hawks algorithm based optimal controller for automatic generation control in PV-hydro-wind integrated power network	26
Clustering of transformer condition using frequency response analysis based on k-means and GOA	26
Innovative Adaptive Protection Approach to Maximize the Security and Performance of Phase/Earth Overcurrent Relay for Microgrid Considering Earth Fault Scenarios.	26
Multi-year stochastic planning of off-grid microgrids subject to significant load growth uncertainty: overcoming single-year methodologies	26
Probabilistic load flow in distribution networks: An updated and comprehensive review with a new classification proposal	26
Optimal placement and sizing of hybrid superconducting fault current limiter for protection coordination restoration of the distribution networks in the presence of simultaneous distributed generation	26
Influence of humidity and contamination on the leakage current of 230-kV composite insulator	26
Real-time autonomous dynamic reconfiguration based on deep learning algorithm for distribution network	26
Coordination of Electricity, Heat, and Natural Gas Systems Accounting for Network Flexibility	25
Electromagnetic transient modeling of grounding electrodes buried in frequency dependent soil with variable water content	25
Electrical grid resilience framework with uncertainty	25
Microgrids islanding detection using Fourier transform and machine learning algorithm	25
Summary of insulator defect detection based on deep learning	25
Distributed power generation planning for distribution network using chimp optimization algorithm in order to reliability improvement	25
Mathematical morphology-based local fault detection in DC Microgrid clusters	25
Research on the pollution performance and degradation of superhydrophobic nano-coatings for toughened glass insulators	25
Online multi-parameter sensing and condition assessment technology for power cables: A review	25
Reliability of power systems with climate change impacts on hierarchical levels of PV systems	25
Impedance characteristics investigation and oscillation stability analysis for two-stage PV inverter under weak grid condition	25
Single-ended line fault location method for multi-terminal HVDC system based on optimized variational mode decomposition	25
An effective Two-Stage Electricity Price forecasting scheme	25
Long term transmission expansion planning to improve power system resilience against cascading outages	25
Short-term electric vehicles charging load forecasting based on deep learning in low-quality data environments	25
An effective dimensionality reduction approach for short-term load forecasting	25
An integrated federated learning algorithm for short-term load forecasting	25
A cooperative game approach for energy management of interconnected microgrids	25
Flexibility quantification of thermostatically controlled loads for demand response applications	24
Design optimization for reliability improvement in microgrids with wind – tidal – photovoltaic generation	24
Fractional order based on a flower pollination algorithm PID controller and virtual inertia control for microgrid frequency stabilization	24
Control of multi-functional grid-connected PV systems with load compensation under distorted and unbalanced grid voltages	24
Series arc fault detection based on current fluctuation and zero-current features	24
Optimal reliability-centered maintenance strategy based on the failure modes and effect analysis in power distribution systems	24
Electrical equipment identification in infrared images based on ROI-selected CNN method	24
Precise transformer fault diagnosis via random forest model enhanced by synthetic minority over-sampling technique	24
An intelligent fault detection and classification technique based on variational mode decomposition-CNN for transmission lines installed with UPFC and wind farm	24
Optimal operation of battery exchange stations for electric vehicles	24
Interval prediction of ultra-short-term photovoltaic power based on a hybrid model	24
Modeling frequency response dynamics in power system scheduling	24
Fully distributed peer-to-peer optimal voltage control with minimal model requirements	23
Aggregated flexibility from multiple power-to-gas units in integrated electricity-gas-hydrogen distribution systems	23
Hierarchical and distributed energy management framework for AC/DC hybrid distribution systems with massive dispatchable resources	23
Deep learning based short term load forecasting with hybrid feature selection	23
Insulator leakage current prediction using surface spark discharge data and particle swarm optimization based neural network	23
A review of non-technical loss attack models and detection methods in the smart grid	23
Learning optimization proxies for large-scale Security-Constrained Economic Dispatch	23
Optimal provision of concurrent primary frequency and local voltage control from a BESS considering variable capability curves: Modelling and experimental assessment	23
A Review on Physicochemical and Electrical Performance of Vegetable Oil-Based Nanofluids for High Voltage Equipment	23
Impact of smart transformer voltage and frequency support in a high renewable penetration system	23
Data-Driven Optimal Voltage Regulation Using Input Convex Neural Networks	23
A conditional value-at-risk-based dispatch approach for the energy management of smart buildings with HVAC systems	23
Impact of short-time fourier transform parameters on the accuracy of EMI spectra estimates in the 2-150 kHz supraharmonic interval	23
Synthetic inertia and frequency support assessment from renewable plants in low carbon grids	23
Nonlinear rotor side converter control of DFIG based wind energy system	23
Market-based TSO-DSO coordination for enhanced flexibility services provision	23
An adaptive demand response framework using price elasticity model in distribution networks	23
A coordinated scheme for transmission and distribution expansion planning: A Tri-level approach	23
Study of resonance issues between DFIG-based offshore wind farm and HVDC transmission	23
Solar PV integrated dynamic voltage restorer for enhancing the power quality under distorted grid conditions	23
RETRACTED: Multi-objective economic environmental energy management microgrid using hybrid energy storage implementing and developed Manta Ray Foraging Optimization Algorithm	23
A Strategic Day-ahead bidding strategy and operation for battery energy storage system by reinforcement learning	23
Energy management system for two islanded interconnected micro-grids using advanced evolutionary algorithms	22
Coordinated control of Incentive-Based Demand Response Program and BESS for frequency regulation in low inertia isolated grid	22
Estimation of power system inertia: A Comparative assessment of measurement-Based techniques	22
A Systematic Review on Cascading Failures Models in Renewable Power Systems with Dynamics Perspective and Protections Modeling	22
Electricity theft detection using big data and genetic algorithm in electric power systems	22
Evaluating reactive power reserves scarcity during the energy transition toward 100% renewable supply	22
A hybrid artificial neural network and wavelet packet transform approach for fault location in hybrid transmission lines	22
Probabilistic spatial load forecasting for assessing the impact of electric load growth in power distribution networks	22
A Novel Capsule Convolutional Neural Network with Attention Mechanism for High-Voltage Circuit Breaker Fault Diagnosis	22
Detection of false data injection attacks in cyber–physical systems using graph convolutional network	22