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An Enhanced Rule-Based Approach for Optimizing Energy Costs and Battery Health in Microgrid Systems Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-18 Sid Ahmed Bourezig, Abdeldjabar Benrabah, Farid Khoucha, Khelifa Benmansour, Mohamed Benbouzid
Renewable energy resource systems have increased significantly as a result of the transition to microgrids. These systems require an effective energy management system (EMS) in order to optimize th...
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Modified Opposition-Based Particle Swarm Optimization for Combined Economic and Emission Dispatch Problem Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-18 Swathy Muraleedharan, Chembathu Ayyappan Babu, Ajith Kumar Sasidharanpillai
Modification of the particle swarm optimization (PSO) method is proposed with an opposition-based learning strategy to find the optimal solution to electrical power dispatch problems. The objective...
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Distribution Network Reconfiguration in Effective Presence of DGs, EVCSs and DRP: A Novel Multi-Objective Approach Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-18 Benyamin Katanchi, Ali Asghar Shojaei, Mahdi Yaghoobi
By determining the ideal combination of switch on/off status, distribution network reconfiguration (DNR), a critical operational problem in distribution systems, has been employed to increase syste...
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Assessment of Adaptive Coordinated Control of Overcurrent Relay Using Novel Multi-Trial Vector-Based Differential Evolution Algorithm Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-18 Manikandan Selvaraj, Manigandan Thathan
In this work, we use a unique multi-trial vector-based differentiation algorithm to examine the dynamically coordinated management of over current relays (OCRs) in substations. OCRs are significant...
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Smart Homes, Smart Choices: Using Big Data to Boost Energy Efficiency and Environmental Sustainability Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-17 Anurag Choubey, Shivendu Mishra, Sourajit Behera, Rajiv Misra, Amit Kumar Pandey, Digvijay Pandey
The major contributor to home energy consumption is home appliances, comprising about two-thirds of the total energy used. Analyzing electricity usage at the appliance level is crucial due to varyi...
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Performance Comparison of a DC–DC Boost Converter With Conventional and Non-linear SMC Controller in Dual Loop Structure Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-17 Rekha Yoganathan, Jamuna Venkatesan, T.V. Narmadha, I. William Christopher
Generally, the control system confronts various control techniques in the dual-loop control concept. Most of the studies deal with two different controllers in their loops, which increases the prob...
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Investigation of Partial Discharge Phenomena on XLPE Cable Insulation Using COMSOL Multiphysics Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-13 Rakesh Sahoo, Subrata Karmakar
The presence of various defects including the presence of micro-cavities, cracks, and contamination of impurities intensifies the field stress inside the insulation when subjected to high voltage (...
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Bi-Level Intrusion Detection in IoT Networks Using Ensemble Method and A-GRU-RNN Classifier Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-11 Geo Francis E., Sheeja S.
For minimizing security vulnerabilities and attacks, which affect Internet of Things (IoT) applications’ performance, it is essential to design an efficient authentication protocol owing to the rap...
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Electric Vehicle Charging Infrastructure, Standards, Types, and Its Impact on Grid: A Review Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-10 P. Bhosale, Sujil A, Rajesh Kumar, R. C. Bansal
The growth of EV penetration brings numerous benefits in economic and environmental aspects, but it also presents deployment opportunities and challenges of EV charging stations. The EV owners bene...
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Using Fractional-order Technique and Non-linear Surface to Improve the Performance of the Backstepping Control of Multi-rotor Wind Power Systems Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-09 Habib Benbouhenni, Adil Yahdou, Ilhami Colak, Nicu Bizon
In this study, an effective solution is given to overcome the drawbacks of backstepping command (BC) for a doubly-fed induction generator based on multi-rotor wind power system, where both fraction...
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DeepFore: A Deep Reinforcement Learning Approach for Power Forecasting in Renewable Energy Systems Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-09 Jayarama Pradeep, S. Raja Ratna, P. K. Dhal, K. V. Daya Sagar, P. S. Ranjit, Ravi Rastogi, Vigneshwaran K, A. Rajaram
An open network known as the “energy internet” links every component of the whole energy supply chains, from the generations. Due to their ability to mimic regional flow dynamics that have an impac...
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Jellyfish Search Optimized Gated Recurrent Unit Based FOPID/PID for Enhanced Automatic Voltage Regulator Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-08 Vani E., Ilambirai R. C., Ganga M., Jasmine Gnanamalar
The most essential mechanism for regulation in power systems is the Automatic Voltage Regulator (AVR) device, which maintains generator terminal voltage within predefined parameters. This research ...
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Design and Implementation of GaN-Based Two Switch Flyback With Synchronous Rectification for New Space Applications Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-08 Ulku Miray Gundogdu, Bulent Dag
This article presents a comprehensive investigation and implementation of a continuous conduction mode pulse width modulated two-switch DC/DC flyback converter utilizing Gallium Nitride Field Effec...
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Harmonic Elimination Using Grid Integrated Hybrid Renewable Energy System with Optimized Control for Nano Scale Based 31-Level MLI Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-04 T. Bharani Prakash, R. Sankar Ganesh
This research focuses integration of grid integrated hybrid renewable energy system (HRES) with optimized control techniques for harmonic elimination using Nano Scale Based 31-Level Multi-Level Inv...
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Distributed Generation and Demand Response Coordination for Optimal Operation of Microgrid Using Modified Elephant Herd Optimization Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-04 Jayesh Priolkar, Sreeraj E. S.
The optimal operation and coordination of distributed generation (DG) sources and demand response (DR) programs help to minimize the operating cost of microgrids along with other mutual benefits. T...
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Enhancing Electrical Power Demand Prediction Using LSTM-Based Deep Learning Models for Local Energy Communities Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-04 M. Pushpavalli, D. Dhanya, Megha Kulkarni, R. Rajitha Jasmine, B. Umarani, M. RamprasadReddy, Durga Prasad Garapati, Ajay Singh Yadav, A. Rajaram
The pursuit of accurate electrical power demand forecasting has led to the application of deep learning algorithms, notably demonstrating promising outcomes despite the prerequisite of substantial ...
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Enhancing Power Generation for Solar-Based Cardiac Pacemakers: A Novel Approach with FOPID and HCMKH-BS2 Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-03 P. R. Bijisha, N. Kuppuswamy, R. Muthukumar
Biomedical implants, such as implantable cardioverter heart monitors, rely on limited battery life, which necessitates costly replacements and patient discomfort. To address these challenges, a nov...
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A New Model for Matching Asks and Bids in P2P Energy Trading: Game Theory Method Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-02 Ali Izanlo, Abdolreza Sheikholeslami, S. Asghar Gholamian, Mohammad verij Kazemi, S. Naghi Hosseini
Peer-to-Peer (P2P) energy trading is one of the emerging approaches for managing energy within microgrids. Various methods and mechanisms have been proposed for market settlement in P2P energy trad...
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A Modular Multilevel Converter-Shunt Active Power Filter-Based Hybrid Topology for Grid Power Quality Improvement Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-02 Nassim Zemirline, Nadir Kabeche, Samir Moulahoum
With the increasing penetration of renewable energy sources and active loads into the electrical power system, the limitations of traditional low-frequency power grids are becoming apparent. The so...
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A Novel 21-Level Asymmetric Multilevel Inverter with Reduced Switches for Solar PV Systems Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-01 Niraimathi Ramachandran, Seyezhai Ramalingam, Praveen Kumar Balachandran, Tomonobu Senjyu
This article presents a 21-level cascaded asymmetric inverter with a reduced switch count. The system uses a solar photo voltaic (SPV) source and a battery as well. The topology of the proposed 21-...
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Post Facto Calculation of Peer to Peer Transactions: Proportional and Preferential Energy Sharing Models Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-03 Vikram Cherala, Charan Teja S, Pradeep Kumar Yemula
Global rooftop solar grows at a rate of 20.14% annually, according to global solar consortium energypedia. Conventionally prosumers sell excess solar generated to the utility grid using a feed-in-t...
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Optimal Control of on-Board Bidirectional PEV Charger in V2G Demonstration: A Novel Squirrel-Wolf Optimization Approach Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-01 Kunal Anil Onkar, Ankur Beohar
Electric vehicles (EV) and hybrid plug-in EVs are receiving more and more attention due to their low fuel consumption and greenhouse gas emissions. To encourage the global adoption of EVs, on-board...
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Analysis of Factors Affecting Sub-Synchronous Oscillation in Doubly-Fed Wind Power Grid-Connected System Based on Impedance Sensitivity and Research on Suppression Strategy Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-04-01 Guoxian Guo, Yingming Liu, Xiaodong Wang, Hanbo Wang, Liming Wang, Ruikang Li
Aiming at the matter of sub-synchronous oscillation (SSO) of the doubly-fed induction generator (DFIG) series compensation capacitors grid connection, a SSO suppression strategy based on adding dam...
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A New Design of UPQC-Based Hybrid Multi-Carrier Modulation for Transformer Less Grid Connected PV-Based Active Power Filter Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-31 Ashok B., Ravishankar S., Manoj Kumar N., Anushkannan N.K., Kaliappan S., Karthikeyan N.
In recent times, there has been a growing concern over the augmented power consumption, leading to a pressing need for compensating devices to maintain power quality in grid-connected systems. One ...
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Selection of Load Resistance for Boost Converters with Maximum Power Point Tracking Algorithm in Thermoelectric Generators Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-29 Mehmet Ali Üstüner, Hayati Mamur, Sezai Taşkın, Mustafa Nil, Mohammad Ruhul Amin Bhuiyan, Abdelkrim Kherkhar, Younes Chiba
Thermoelectric generators (TEGs) face challenges in efficiently converting waste heat into electrical energy. To enhance their performance, converters are employed, with the crucial feature being t...
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Advanced MPC Control Strategy for Active Front-End Converters in Distributed Energy Resources Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-28 Rajdip Debnath, Gauri Shanker Gupta, Deepak Kumar, Ehab F. El-Saadany
The stability of grid-connected active front-end converters (AFEs) is often compromised by the intricate interplay between inherent converter nonlinearities and grid dynamics. This article presents...
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Determination of Circuit Parameters in Domestic Induction Heaters by Analytical Solution Method Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-29 Kenan Unal, Selim Oncu, Ugur Tuncer, Gungor Bal
Domestic induction heaters provide efficient, fast, and safe heating. Variable circuit parameters in domestic induction heaters show different characteristics depending on the type of parts used fo...
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Design of a Method for Analyzing Power Systems: Mathematical Models of Electric Vehicles and Distributed Generators Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-28 S. Sivarajeswari, Ausama A. Almulla, Mohammed Sellab Hamza, Ahmed A. Ali, Mustafa Asaad Hussein, Ahmed Read Al-Tameemi, Ilhan Garip
Electric vehicles (EVs) have significantly increased in recent years due to a growing awareness of the effects of polluting gases produced by combustion engines. The use of electric vehicles produc...
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Smart Vehicle to Grid Energy Management Algorithm for Electric Vehicle Supported by Photovoltaic Energy Sources Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-28 Said Yayla, Engin Ozdemir
The paper demonstrates grid improvements with results considering the integration of smart charging algorithms of electric vehicles (EVs) and photovoltaic (PV) energy sources to effectively manage ...
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Accurate Stability Analysis of Three-Phase Converter System Connected to Weak Grid under Coordinate System Transformation Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-26 Jiaqing Fu, Yang Han, Amr S. Zalhaf, Songling Zhang, Ping Yang, Congling Wang, Ilhami Colak, Mohamed M. F. Darwish
This paper studies the simplified impedance criterion of the three-phase converter system in different coordinate systems. In addition, the influence of small signal stability of converter units un...
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Enhancing ASC Energy Storage: A Component-Based Modeling Approach Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-25 Mugdha Bhajekar, S. B. Abrish Aaditya, Swapnendu Chakrabarti, P. B. Karandikar, Shalaka Chaphekar, Mayank J. Bhalerao
Among various electrical energy storage technologies like batteries and ultracapacitors, asymmetrical supercapacitors (ASC) stand out as hybrid devices combining battery-like as well as ultracapaci...
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Optimization of Neuro-controller Application for Maximum Power Point Tracking Photovoltaic Systems Through Shannon’s Information Criteria Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-25 Oubah Isman Okieh, Serhat Seker, Tahir Cetin Akinci, Abdoulkader Ibrahim Idriss
Due to the extremely poor efficiency of solar energy, researchers created various maximum power point tracking (MPPT) techniques with the aim of enhancing the effectiveness of photovoltaic (PV) sys...
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Experimental Investigation and Treatment Methods for Temperature, Water Droplets, and Carbon Atoms Effect on Transformer Oils Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-23 Saad A. Mohamed Abdelwahab, Sherif S. M. Ghoneim, Mohammed Shaban, Mohamed M. F. Darwish, Abdallah M. Hamada
This article adheres to oil purity standards, investigating the impact of temperature, water, and carbon contaminants on transformer oils. The research employed breakdown voltage (BDV) and dissipat...
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Low Complexity Energy Disaggregation Algorithm for Non-intrusive Load Monitoring Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-22 P. M. Devie, S. Kalyani, P. S. Manoharan, V. Chandra
Energy Disaggregation is the efficient technique to detect the energy profile of individual electric load by disaggregating the overall power consumption. The benefits of energy disaggregation are ...
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Enhanced Proportional Resonant – Second-Order General Integrators (EPR-SOGI) With Fuzzy Logic Control in Hybrid Renewable Energy Source-Based STATCOM Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-23 P. Kalaiselvi, S. Chenthur Pandian, M. Anand
In this paper, the fuzzy-logic controllers (FLC)-based enhanced proportional resonant – second-order general integrators (SOGI) method for Static Compensator is provided to improve the quality of p...
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An Intelligent Optimized Control System for Induction Heating Application Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-23 Arijit Chakrabarti, Pradip Kumar Sadhu, Palash Pal, Shiv Prakash Bihari
In the modern era, induction heating (IH) technology is utilized for industrial functions like medical applications and domestic applications. Furthermore, efficient uses such as control topologies...
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Development of PLC-Based Hardware Test-Bench Prototype for Solar-Wind-Battery-Based Microgrid System’s Control Algorithm Validation Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-22 Sahil Mehta, Prasenjit Basak
Programmable Logic Controllers (PLCs) are gaining traction in microgrid operation due to their real-time deployment, reliable and robust operation, and fast response, even in harsh environments. Re...
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A Novel Image Classification Approach via MobileNet Model for Security Assessment of Power System Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-20 Mahesh Pal Singh, Nidul Sinha
The computational complexities of conventional techniques used for security assessment of power system are addressed by proposing a maiden deep learning-based technique capable of boosting security...
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Construction of Auxiliary Service Transaction Model of Power Reserve for Interruptible Load Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-18 Yangbo Chen, Weirong Wang, Chun Xiao, Junfeng Yao, Jiansheng Lu
To ensure the safe and stable operation of the power system in the power market environment, a transaction model of power reserve ancillary services oriented to interruptible loads is constructed. ...
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Fast Frequency Response for Future Low-Carbon Indian Power System: Challenges and Solutions Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-20 Deven Vatsal, Kailash Chand Sharma, Vivek Sharma
India has transitioned from being an energy-deficient nation to an energy-surplus nation. As of July 2023, India’s power system has seen a rapid transformation, with renewable energy, including lar...
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Optimal Reactive Power Planning Under Wind Power Uncertainties with Techno-Commercial Assessment Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-20 Sandeep Yadav, Sanju Saini
Power systems have numerous issues arising from increased demand and advancements in technology. Among these challenges, the most major ones are the planning of reactive power and the enhancement o...
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Remora Optimized Dynamic Neural Network to Design Low-Power CNTFET Logic Gate Realization with Multiple-Valued Circuits Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-18 Sriram Sandhya Rani, Hameed Pasha Mohammad, Sheik Masthan
The emerging trend of new digital technology leads to the requirement of small, faster, and low-power consumed processors. The advanced 5 G technology forces the usage of enhanced battery life, max...
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Relegated Thrust Ripples for Linear Induction Motors Based-Four Voltage Vectors Finite-Set Predictive Control and Model Reference Adaptive System Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-18 Mahmoud F. Elmorshedy, M. S. Bhaskar, Dhafer Almakhles, Kotb M. Kotb
—These days, there are extensive signifies to the evolution of newfound control procedures like model predictive control. The finite-state predictive thrust control (FSPTC) for LIMs is still not de...
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Wind Power Forecasting With LSTM and Comparison With Different Machine Learning Algorithms: A Case Study of Southwestern Turkey Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-18 Mehmet Ali Yelgeç, Okan Bingöl
Wind is a renewable energy resource but its intermittent nature poses some issues for transmission system operators, wind farms, and the electricity market. To address these issues, wind power fore...
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Correction Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-15
Published in Electric Power Components and Systems (Ahead of Print, 2024)
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A New Direct Torque Control of an Efficient and Cost-Effective Traction System Using Two Squirrel Cage Induction Motors Feed by a Single Inverter Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-13 Habib Benbouhenni, Nicu Bizon, Ilhami Colak, Mariana Iliescu, Phatiphat Thounthong
Reducing the financial cost of controlling electrical machinery is a major factor in industrial systems. The research is based on controlling dual squirrel cage induction motors (SCIMs) using direc...
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Comparative Analysis of Various Topologies for AC and DC Power Distribution Systems on Efficiency Grounds Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-11 Abdullah Bilal, Hasan Erteza Gelani
Efficiency is the factor that once wiped DC out of the power system at the birth of electricity, in nineteenth century. The battle of currents between AC and DC has reignited with the aggravating e...
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Detection of Potential Faults in the Electricity Distribution Network Using Unmanned Aerial Vehicles and Thermal Cameras Through Deep Learning Methods Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-11 Kadir Ertunç, Yüksel Oğuz
In this article, a software-based unmanned aerial vehicle (UAV) prototype has been developed for exploration purposes, replacing the current manual inspection of energy transmission lines (ETLs) by...
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Detent Force Reduction in Tubular Permanent Magnet Linear Synchronous Machine Using Particle Swarm Optimization Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-09 Yuansheng Xiong, Chunyuan Liu
Compared to rotary machines, tubular permanent magnet linear synchronous machine (TPMLSM) has many advantages, such as simple construction and excellent dynamic performance. In the current paper, a...
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Distributed Energy Resource Deployment to Mitigate Adverse Effects of High EV Penetration in Unbalanced Distribution System by Analytical Sensitivity-Based Optimization Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-08 Sourav Mondal, Mala De
The rapid integration of electric vehicles (EVs) into distribution systems in response to environmental concerns poses challenges for power system operators. This article addresses the operational ...
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Fuzzy Logic Control of Asynchronous Machine Drives With a Fractional Calculus Technique Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-07 Dalal Zellouma, Habib Benbouhenni, Youcef Bekakra, Nicu Bizon, Ilhami Colak
Abstract—This paper proposes the use of fractional-order fuzzy logic (FOFL) to control the rotational speed of asynchronous machines (AMs) using the pulse width modulation and compares the results ...
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Hybrid Forecasting Model Integrating RNN-LSTM for Renewable Energy Production Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-07 Sreekumar Narayanan, Rajiv Kumar, Sudhir Ramadass, Jayaraj Ramasamy
Renewable energy production forecasting is vital for effective grid management and energy trading. Traditional forecasting methods often fall short in capturing the complex and dynamic nature of re...
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State of the Art Review of Islanding Detection Methods for Integrated Distributed Generation System Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-09 Ch. Rami Reddy, Joon-Ho Choi, Obbu Chandra Sekhar, Ilhami Colak, Muhammad Khalid
Renewable energy technologies (RET) are expanding over the globe to fulfill the world’s overall energy requirement. The main issue following the adoption of RET into power system network is an elec...
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Optimum Power Forecasting Technique for Hybrid Renewable Energy Systems Using Deep Learning Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-07 Shashank Singh, V. Subburaj, K. Sivakumar, R. Anil Kumar, M. S. Muthuramam, Ravi Rastogi, Vishal Ratansing Patil, A. Rajaram
Power forecasting in large-scale electrical systems, comprising photovoltaic (PV), solar, and wind power, faces challenges due to geographical diffusion and temporal variations. Despite numerous st...
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Optimizing Distributed Generation Placement and Profit Maximization in Active Distribution Networks with Harmonics: A GEPSO Approach Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-06 Sapna Ladwal, Anil Kumar
Distribution networks (DN) have become active due to distributed generation (DG) at the distribution level. In addition, locational marginal pricing techniques are commonly employed in electricity ...
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Cuckoo Optimization Algorithm Based Fuzzy Logic Speed Controller for BLDC Motor Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-04 Naci Genc, Zhansaya Seidakhanovna Kalimbetova
Brushless direct current (BLDC) motors are widely used in dynamic applications because of advantages such as high efficiency, wide speed range and low maintenance requirements. The classical Propor...
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Enhancing Energy Efficiency and Classification Modeling Through a Combined Approach of LightGBM and Stratified KFold Cross-Validation Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-04 Sushma Kakkar, A. Jaya Lakshmi, Anand Deva Durai C, Wakeel Ahmad, Mohamed Uvaze Ahamed Ayoobkhan, P. Veeramanikandan, P. Nagasekhar Reddy, Vijay Kumar Dwivedi, A. Rajaram
This research article aims to develop a robust and interpretable model for energy efficiency and classification that overcomes the limitations of existing techniques. The study’s objectives are to ...
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Micro-Grid Renewable Energy Integration and Operational Optimization for Smart Grid Applications Using a Deep Learning Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-04 Hemlata Gangwar, Syam Machinathu Parambil Gangadharan, Leena Daniel, B. Srinivasa Kumar, P. Hariramakrishnan, G. Ramkumar, M. Arunkumar, P. Ganeshan, Ahmad A. Ifseisi
The conceptual prediction approaches for solar energy and Photovoltaic energy are thoroughly reviewed in this work. Employing enhanced gated recurrent units (GRUs) and recurrent neural networks (RN...
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Enhanced PV Power Prediction Considering PM10 Parameter by Hybrid JAYA-ANN Model Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-03-04 Erdal Irmak, Mehmet Yeşilbudak, Oğuz Taşdemir
The demand for electrical energy is continuously increasing in these days, particularly due to advancements in the industrial sector. This surge in demand has underscored the importance of seeking ...
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Developing a Deep Learning and Reliable Optimization Techniques for Solar Photovoltaic Power Prediction Electr. Power Compon. Syst. (IF 1.5) Pub Date : 2024-02-29 Kumaraswamy Shivashankaraiah, Gadigi Shashibhushan, Arumugam Prema Kirubakaran, Chowdappa Anjanappa, Pradosh Kumar Sharma, Ishwarya Mayiladuthurai Vaidyanathan, Syed Noeman Taqui, Sami Al Obaid, Saleh Alfarraj
Due to its significant solar energy generation, solar PV power facilities have recently been utilized. Although PV power stations are highly preferable, the state’s fundamental drawback is that its...