ENHANCING GRID INTEGRATION OF A SINGLE-PHASE SOLAR INVERTER THROUGH ADVANCED CONTROL TECHNIQUES AND REAL-TIME VALIDATION
This manuscript aims to formulate an innovative method called Covariance Matrix Adaptation Evolution Strategy based Cat Mouse Based Optimization (CMAES-CMBO) integrated with a Hybrid Fast Fuzzy-2-Degree-of-Freedom Fractional-Order Tilt Integral Derivative Controller (CMAES-CMBO-HFF-2DoFFOTIDC) ai...
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Institute of Mechanics of Continua and Mathematical Sciences
2025-04-01
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| Series: | Journal of Mechanics of Continua and Mathematical Sciences |
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| author | Anupama Subhadarsini Babita Panda Byamakesh Nayak |
| author_facet | Anupama Subhadarsini Babita Panda Byamakesh Nayak |
| author_sort | Anupama Subhadarsini |
| collection | DOAJ |
| description | This manuscript aims to formulate an innovative method called Covariance
Matrix Adaptation Evolution Strategy based Cat Mouse Based Optimization
(CMAES-CMBO) integrated with a Hybrid Fast Fuzzy-2-Degree-of-Freedom
Fractional-Order Tilt Integral Derivative Controller (CMAES-CMBO-HFF-2DoFFOTIDC) aimed at enhancing the performance of Grid-Interfaced Solar Inverter Systems (GISIS) while reducing total harmonic distortion. The proposed solar inverter system comprises several elements, including a photovoltaic array, a Relift Luo Converter (RLC), and a 15-Level Switch-Minimized Multilevel Inverter (15LSMMI), alongside the CMAES-CMBO-HFF-2DoF-FOTIDC controller. The choice of the RLC over the others from the category stems from its capability to mitigate
parasitic capacitance effects, achieve high efficiency, increase power density, reduce ripple voltage magnitude, and lower duty cycle requirements. This control strategy employs a fuzzy-logic-based, optimized 2DoF fractional-order tilt integral derivative controller (2DoF-FOTIDC). The CMAES-CMBO algorithm optimizes the controller's parameters. Comparative analysis of the CMAES-CMBO-HFF-2DoF-FOTIDC controller with other state-of-the-art controllers demonstrates its superior performance and effectiveness. Additionally, the manuscript explores the implementation of the Random Pulse Position Pulse Width Modulation (RPPPWM) method alongside the proposed approach. The proposed GISIS aims to address harmonic distortion reduction, alongside improvements in the performance of solar inverters, robustness, stability, and enhanced capabilities to deal with system uncertainties.
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| format | Article |
| id | doaj-art-ce0af2aae8fc4846b04e1b0b8da27d55 |
| institution | DOAJ |
| issn | 0973-8975 2454-7190 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | Institute of Mechanics of Continua and Mathematical Sciences |
| record_format | Article |
| series | Journal of Mechanics of Continua and Mathematical Sciences |
| spelling | doaj-art-ce0af2aae8fc4846b04e1b0b8da27d552025-08-20T02:40:31ZengInstitute of Mechanics of Continua and Mathematical SciencesJournal of Mechanics of Continua and Mathematical Sciences0973-89752454-71902025-04-0120414617410.26782/jmcms.2025.04.00010ENHANCING GRID INTEGRATION OF A SINGLE-PHASE SOLAR INVERTER THROUGH ADVANCED CONTROL TECHNIQUES AND REAL-TIME VALIDATIONAnupama Subhadarsini0Babita Panda1Byamakesh Nayak2 School of Electrical Engineering, KIIT deemed to be University, Bhubaneswar, Odisha, India. School of Electrical Engineering, KIIT deemed to be University, Bhubaneswar, Odisha, India. School of Electrical Engineering, KIIT deemed to be University, Bhubaneswar, Odisha, India.This manuscript aims to formulate an innovative method called Covariance Matrix Adaptation Evolution Strategy based Cat Mouse Based Optimization (CMAES-CMBO) integrated with a Hybrid Fast Fuzzy-2-Degree-of-Freedom Fractional-Order Tilt Integral Derivative Controller (CMAES-CMBO-HFF-2DoFFOTIDC) aimed at enhancing the performance of Grid-Interfaced Solar Inverter Systems (GISIS) while reducing total harmonic distortion. The proposed solar inverter system comprises several elements, including a photovoltaic array, a Relift Luo Converter (RLC), and a 15-Level Switch-Minimized Multilevel Inverter (15LSMMI), alongside the CMAES-CMBO-HFF-2DoF-FOTIDC controller. The choice of the RLC over the others from the category stems from its capability to mitigate parasitic capacitance effects, achieve high efficiency, increase power density, reduce ripple voltage magnitude, and lower duty cycle requirements. This control strategy employs a fuzzy-logic-based, optimized 2DoF fractional-order tilt integral derivative controller (2DoF-FOTIDC). The CMAES-CMBO algorithm optimizes the controller's parameters. Comparative analysis of the CMAES-CMBO-HFF-2DoF-FOTIDC controller with other state-of-the-art controllers demonstrates its superior performance and effectiveness. Additionally, the manuscript explores the implementation of the Random Pulse Position Pulse Width Modulation (RPPPWM) method alongside the proposed approach. The proposed GISIS aims to address harmonic distortion reduction, alongside improvements in the performance of solar inverters, robustness, stability, and enhanced capabilities to deal with system uncertainties. https://jmcms.s3.amazonaws.com/wp-content/uploads/2025/04/14204344/jmcms-2504001-Enhancing-Grid-Integration-AS.pdfcmaes-cmbo-hff-2dof-fotidccmaes-cmborlcrobustness15l-smmirpppwm |
| spellingShingle | Anupama Subhadarsini Babita Panda Byamakesh Nayak ENHANCING GRID INTEGRATION OF A SINGLE-PHASE SOLAR INVERTER THROUGH ADVANCED CONTROL TECHNIQUES AND REAL-TIME VALIDATION Journal of Mechanics of Continua and Mathematical Sciences cmaes-cmbo-hff-2dof-fotidc cmaes-cmbo rlc robustness 15l-smmi rpppwm |
| title | ENHANCING GRID INTEGRATION OF A SINGLE-PHASE SOLAR INVERTER THROUGH ADVANCED CONTROL TECHNIQUES AND REAL-TIME VALIDATION |
| title_full | ENHANCING GRID INTEGRATION OF A SINGLE-PHASE SOLAR INVERTER THROUGH ADVANCED CONTROL TECHNIQUES AND REAL-TIME VALIDATION |
| title_fullStr | ENHANCING GRID INTEGRATION OF A SINGLE-PHASE SOLAR INVERTER THROUGH ADVANCED CONTROL TECHNIQUES AND REAL-TIME VALIDATION |
| title_full_unstemmed | ENHANCING GRID INTEGRATION OF A SINGLE-PHASE SOLAR INVERTER THROUGH ADVANCED CONTROL TECHNIQUES AND REAL-TIME VALIDATION |
| title_short | ENHANCING GRID INTEGRATION OF A SINGLE-PHASE SOLAR INVERTER THROUGH ADVANCED CONTROL TECHNIQUES AND REAL-TIME VALIDATION |
| title_sort | enhancing grid integration of a single phase solar inverter through advanced control techniques and real time validation |
| topic | cmaes-cmbo-hff-2dof-fotidc cmaes-cmbo rlc robustness 15l-smmi rpppwm |
| url | https://jmcms.s3.amazonaws.com/wp-content/uploads/2025/04/14204344/jmcms-2504001-Enhancing-Grid-Integration-AS.pdf |
| work_keys_str_mv | AT anupamasubhadarsini enhancinggridintegrationofasinglephasesolarinverterthroughadvancedcontroltechniquesandrealtimevalidation AT babitapanda enhancinggridintegrationofasinglephasesolarinverterthroughadvancedcontroltechniquesandrealtimevalidation AT byamakeshnayak enhancinggridintegrationofasinglephasesolarinverterthroughadvancedcontroltechniquesandrealtimevalidation |