OOIR: Observatory of International Research

Papers

(The H4-Index of Electric Power Systems Research is 45. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

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
Power system frequency control: An updated review of current solutions and new challenges	127
Fundamentals of power systems modelling in the presence of converter-interfaced generation	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
The near-optimal feasible space of a renewable power system model	87
Short-term wind power forecasting based on Attention Mechanism and Deep Learning	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
Optimal sizing of battery energy storage in a microgrid considering capacity degradation and replacement year	67
Fault detection and diagnosis in power transformers: a comprehensive review and classification of publications and methods	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
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
State-of-the-art review on energy and load forecasting in microgrids using artificial neural networks, machine learning, and deep learning techniques	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
A critical review of state-of-the-art non-intrusive load monitoring datasets	48
Effects of resilience-oriented design on distribution networks operation planning	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
Deep learning for power quality	46
Neural networks for power flow: Graph neural solver	46
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
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