{"title":"基于OSO-AI控制和PSPO MPPT的单相两级并网太阳能光伏系统","authors":"Arun Kumar;Aryan Prajapati;Nishant Kumar;Jyoti Dhayal","doi":"10.1109/TIA.2025.3584292","DOIUrl":null,"url":null,"abstract":"This paper introduces an Optimized Second-Order Adaptive Integrator (OSO-AI) control and ground-breaking Predictive Self-Tuned Perturb & Observe (PSPO) Maximum Power Point Tracking (MPPT) technique for a single-phase two-stage grid integrated Solar Photovoltaic (SPV) system, aimed at enhancing power quality in distribution networks. The architectural structure includes a boost converter and a Voltage Source Converter (VSC), designed to maximize solar power extraction and ensure seamless grid integration with minimal harmonics. The system’s Point of Common Coupling (PCC) have two distinct non-liner loads. The proposed OSO-AI control algorithm effectively manages the VSC to provide reactive power compensation and improve grid stability. Extensive simulation tests and rigorous laboratory experiments on hardware system are performed to verify its robustness against dynamic load perturbations, grid disturbances, and fluctuating solar irradiance. The experimental results demonstrate the robustness of the proposed approach, with total harmonic distortion (THD) under 5%. The findings highlight the system’s compliance with stringent power quality norms, validating the effectiveness of the PSPO MPPT and OSO-AI control in optimizing performance in grid-connected SPV systems.","PeriodicalId":13337,"journal":{"name":"IEEE Transactions on Industry Applications","volume":"61 6","pages":"9662-9670"},"PeriodicalIF":4.5000,"publicationDate":"2025-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Single-Phase Two-Stage Grid Integrated Solar PV System With OSO-AI Control and PSPO MPPT\",\"authors\":\"Arun Kumar;Aryan Prajapati;Nishant Kumar;Jyoti Dhayal\",\"doi\":\"10.1109/TIA.2025.3584292\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper introduces an Optimized Second-Order Adaptive Integrator (OSO-AI) control and ground-breaking Predictive Self-Tuned Perturb & Observe (PSPO) Maximum Power Point Tracking (MPPT) technique for a single-phase two-stage grid integrated Solar Photovoltaic (SPV) system, aimed at enhancing power quality in distribution networks. The architectural structure includes a boost converter and a Voltage Source Converter (VSC), designed to maximize solar power extraction and ensure seamless grid integration with minimal harmonics. The system’s Point of Common Coupling (PCC) have two distinct non-liner loads. The proposed OSO-AI control algorithm effectively manages the VSC to provide reactive power compensation and improve grid stability. Extensive simulation tests and rigorous laboratory experiments on hardware system are performed to verify its robustness against dynamic load perturbations, grid disturbances, and fluctuating solar irradiance. The experimental results demonstrate the robustness of the proposed approach, with total harmonic distortion (THD) under 5%. The findings highlight the system’s compliance with stringent power quality norms, validating the effectiveness of the PSPO MPPT and OSO-AI control in optimizing performance in grid-connected SPV systems.\",\"PeriodicalId\":13337,\"journal\":{\"name\":\"IEEE Transactions on Industry Applications\",\"volume\":\"61 6\",\"pages\":\"9662-9670\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2025-06-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Industry Applications\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/11059751/\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industry Applications","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/11059751/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Single-Phase Two-Stage Grid Integrated Solar PV System With OSO-AI Control and PSPO MPPT
This paper introduces an Optimized Second-Order Adaptive Integrator (OSO-AI) control and ground-breaking Predictive Self-Tuned Perturb & Observe (PSPO) Maximum Power Point Tracking (MPPT) technique for a single-phase two-stage grid integrated Solar Photovoltaic (SPV) system, aimed at enhancing power quality in distribution networks. The architectural structure includes a boost converter and a Voltage Source Converter (VSC), designed to maximize solar power extraction and ensure seamless grid integration with minimal harmonics. The system’s Point of Common Coupling (PCC) have two distinct non-liner loads. The proposed OSO-AI control algorithm effectively manages the VSC to provide reactive power compensation and improve grid stability. Extensive simulation tests and rigorous laboratory experiments on hardware system are performed to verify its robustness against dynamic load perturbations, grid disturbances, and fluctuating solar irradiance. The experimental results demonstrate the robustness of the proposed approach, with total harmonic distortion (THD) under 5%. The findings highlight the system’s compliance with stringent power quality norms, validating the effectiveness of the PSPO MPPT and OSO-AI control in optimizing performance in grid-connected SPV systems.
期刊介绍:
The scope of the IEEE Transactions on Industry Applications includes all scope items of the IEEE Industry Applications Society, that is, the advancement of the theory and practice of electrical and electronic engineering in the development, design, manufacture, and application of electrical systems, apparatus, devices, and controls to the processes and equipment of industry and commerce; the promotion of safe, reliable, and economic installations; industry leadership in energy conservation and environmental, health, and safety issues; the creation of voluntary engineering standards and recommended practices; and the professional development of its membership.