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This manuscript presents a Matrix Pencil-based Energy Management Control (MPEMC) approach to improve power quality (PQ) and power flow in grid-integrated solar PV systems. The proposed method combines a non-linear dynamic load-based shunt active power filter (SAPF) model with an incremental conductance-based optimal power tracking control (OPTC) algorithm, enhancing PV system efficiency by 4%, increasing output from 96 kW to 100 kW under varying solar irradiance. A logarithmic encoder-based DC-link voltage controller stabilizes the DC-link voltage with an error reduction time of less than 0.12 s, ensuring rapid adaptation to dynamic load variations. To show the proposed controller significance, the outcomes of the proposed approach is compared with the most preferable methods as Discrete Fourier Transform (DFT)based EMC (DFT-EMC) and TS-Fuzzy-EMC controllers. Compared with the above controllers, the SVD-MPEMC achieves 10-25% faster settling times, 10-15% lower peak overshoot, and narrower settling ranges, ensuring high response consistency with minimal oscillations. In addition to that, using singular value decomposition (SVD), the MP method effectively decomposes non-linearities and reduces average Total Harmonic Distortion (THD) to 2.02%, surpassing the DFT method (5.11%) and uncompensated system outcomes (38.89%). The above findings are validated through both simulations and hardware validation on a Spartan-6 FPGA-based PV-microgrid based platform. These enhancements are particularly evident in grid active and reactive power stabilization and DC-link voltage regulation, where SVD-MPEMC consistently outperforms alternative methods. Its compliance with IEEE-519 standards and superior performance metrics establish it as a transformative solution for renewable energy integration and real-time grid applications.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11868649 | PMC |
http://dx.doi.org/10.1038/s41598-025-91451-9 | DOI Listing |
Sci Rep
August 2025
Department of Electrical Engineering, College of Engineering, Taif University, Taif, 21944, Saudi Arabia.
This paper introduces a comprehensive framework for fault detection and control in DC microgrids (DCMGs) integrating diverse energy sources. A resistance-based fault detection scheme is proposed to address intermittent DC link faults, enabling efficient operation without complete system shutdown. Perturb and Observe (P&O) techniques are employed for PV and wind power tracking, while proportional-integral (PI) controllers manage fuel cell (FC) and battery energy storage systems (BESS).
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August 2025
Department of Electric Station and System, Vinnytsia National Technical University, 95 Khmelnytske shose, Vinnytsia, 21021, Ukraine.
This paper introduces a robust and adaptive control framework that integrates a Proportional-Integral-Derivative (PID) controller with the bio-inspired Grey Wolf Optimization (GWO) algorithm for real-time tuning of controller parameters in grid-connected photovoltaic (PV) inverter systems. Conventional controllers such as P and PI are widely used in PV applications due to their simplicity, but they exhibit notable limitations in dynamic environments, including increased Total Harmonic Distortion (THD), slower transient response, and poor voltage regulation-particularly under variable irradiance conditions. The proposed GWO-PID method overcomes these limitations by leveraging the GWO algorithm's global search capability to dynamically optimize the PID gains (K, K, K) based on a composite fitness function that minimizes Mean Squared Error (MSE) and THD.
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August 2025
Department of Electrical Engineering, Mattu University, Mattu, Ethiopia.
Harmonic distortion makes it difficult to maintain good Electrical Power Quality (EPQ) in distribution networks with many nonlinear loads. Three significant advances are combined in this paper's innovative Shunt Active Harmonic Compensator (SAHC) design: (i) a new technique for extracting reference currents, called AUV-PQ-SRF, which combines the Unit Vector, PQ, and SRF techniques in a unique way to improve harmonic detection; (ii) an OSV-MPC strategy that improves reference current tracking accuracy by doing away with traditional pulse width modulation; and (iii) a Sliding Mode Controller (SMC) for dynamic and reliable DC link voltage regulation under a range of load conditions. The accuracy, robustness, and response time issues with traditional methods are addressed by the suggested approach.
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July 2025
Department of EEE, Vignan's Foundation for Science Technology and Research, Guntur, India.
Power quality problems including dynamic load variations, harmonic distortion, and voltage sags are significant when renewable energy sources, such solar photovoltaic (PV) systems, are integrated into modern distribution networks. These issues are often mitigated by devices known as Unified Power Quality Conditioners (UPQCs), which control both series and shunt power disturbances. However, traditional control systems, such as PQ theory-based PI controllers, usually fail to sustain good performance under quickly changing solar and grid conditions.
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July 2025
Faculty of Electrical and Computer Engineering, University of Tabriz, Tabriz, Iran.
The random and variable generation of wind and solar energies, particularly in DC microgrids, leads to undesirable fluctuations in the DC link voltage, consequently decreasing the power quality on the DC side. This issue is exacerbated in independent AC/DC hybrid microgrids, where AC and DC subgrids are interconnected via interlinking converters (ILCs), intensifying the voltage fluctuations and severely impacting power distribution in the AC domain. This article proposes a hybrid battery system integrated with a superconducting magnetic energy storage (SMES) system to stabilize voltage fluctuations in the DC link, which occur due to the variable nature of renewable energy sources influenced by weather conditions.
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