{"title":"交直混合微电网电动汽车充电智能电能质量控制优化策略","authors":"Putchakayala Yanna Reddy, Lalit Chandra Saikia","doi":"10.1016/j.compeleceng.2025.110397","DOIUrl":null,"url":null,"abstract":"<div><div>The hybrid alternating current and direct current microgrid systems, integrating a variety of energy sources and loads, including the Electric Vehicle Charging Station. The increasing number of charging station with imbalanced loads has caused power quality issues, particularly in Total Harmonic Distribution. Hence, to solve this, a unique Honey Badger Decision Gradient Boost (HBDGB) controller has been introduced to enhance the power quality in hybrid alternating current-direct current micro grids. The developed HBDGB controller enhances power quality by managing the parameters in the bidirectional alternating current-direct current converter. The decision gradient boosting function creates the duty cycle once the peak powers have been measured. The Honey Badger's fitness process also regulates the parameters and changes the duty cycle. It measures the system's performance regarding Mean Absolute Error, Root Mean Square Error, Total Harmonic Distribution, and switch loss. The suggested controller yielded a Total Harmonic Distribution rate of 0.602 %, a switching loss of 0.0600 watts, a Root Mean Square Error value of 0.07×10<sup>-1</sup>, and a Mean Absolute Error value of 0.009×10<sup>-1</sup> significantly lower than existing techniques, highlighting its superior efficiency in power quality improvement. Hence, the proposed model is more requirement system for the alternating current-direct current microgrid to improve power quality by regulating the Total Harmonic Distribution issues.</div></div>","PeriodicalId":50630,"journal":{"name":"Computers & Electrical Engineering","volume":"124 ","pages":"Article 110397"},"PeriodicalIF":4.0000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optimized intelligent power quality control strategy for hybrid alternating current-direct current microgrid with electric vehicle charging\",\"authors\":\"Putchakayala Yanna Reddy, Lalit Chandra Saikia\",\"doi\":\"10.1016/j.compeleceng.2025.110397\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The hybrid alternating current and direct current microgrid systems, integrating a variety of energy sources and loads, including the Electric Vehicle Charging Station. The increasing number of charging station with imbalanced loads has caused power quality issues, particularly in Total Harmonic Distribution. Hence, to solve this, a unique Honey Badger Decision Gradient Boost (HBDGB) controller has been introduced to enhance the power quality in hybrid alternating current-direct current micro grids. The developed HBDGB controller enhances power quality by managing the parameters in the bidirectional alternating current-direct current converter. The decision gradient boosting function creates the duty cycle once the peak powers have been measured. The Honey Badger's fitness process also regulates the parameters and changes the duty cycle. It measures the system's performance regarding Mean Absolute Error, Root Mean Square Error, Total Harmonic Distribution, and switch loss. The suggested controller yielded a Total Harmonic Distribution rate of 0.602 %, a switching loss of 0.0600 watts, a Root Mean Square Error value of 0.07×10<sup>-1</sup>, and a Mean Absolute Error value of 0.009×10<sup>-1</sup> significantly lower than existing techniques, highlighting its superior efficiency in power quality improvement. Hence, the proposed model is more requirement system for the alternating current-direct current microgrid to improve power quality by regulating the Total Harmonic Distribution issues.</div></div>\",\"PeriodicalId\":50630,\"journal\":{\"name\":\"Computers & Electrical Engineering\",\"volume\":\"124 \",\"pages\":\"Article 110397\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2025-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers & Electrical Engineering\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0045790625003404\",\"RegionNum\":3,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers & Electrical Engineering","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0045790625003404","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
Optimized intelligent power quality control strategy for hybrid alternating current-direct current microgrid with electric vehicle charging
The hybrid alternating current and direct current microgrid systems, integrating a variety of energy sources and loads, including the Electric Vehicle Charging Station. The increasing number of charging station with imbalanced loads has caused power quality issues, particularly in Total Harmonic Distribution. Hence, to solve this, a unique Honey Badger Decision Gradient Boost (HBDGB) controller has been introduced to enhance the power quality in hybrid alternating current-direct current micro grids. The developed HBDGB controller enhances power quality by managing the parameters in the bidirectional alternating current-direct current converter. The decision gradient boosting function creates the duty cycle once the peak powers have been measured. The Honey Badger's fitness process also regulates the parameters and changes the duty cycle. It measures the system's performance regarding Mean Absolute Error, Root Mean Square Error, Total Harmonic Distribution, and switch loss. The suggested controller yielded a Total Harmonic Distribution rate of 0.602 %, a switching loss of 0.0600 watts, a Root Mean Square Error value of 0.07×10-1, and a Mean Absolute Error value of 0.009×10-1 significantly lower than existing techniques, highlighting its superior efficiency in power quality improvement. Hence, the proposed model is more requirement system for the alternating current-direct current microgrid to improve power quality by regulating the Total Harmonic Distribution issues.
期刊介绍:
The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency.
Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.