Multiple power quality disturbances analysis in photovoltaic integrated direct current microgrid using adaptive morphological filter with deep learning algorithm
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DOI: 10.1016/j.apenergy.2021.118454
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- Khokhar, Suhail & Mohd Zin, Abdullah Asuhaimi B. & Mokhtar, Ahmad Safawi B. & Pesaran, Mahmoud, 2015. "A comprehensive overview on signal processing and artificial intelligence techniques applications in classification of power quality disturbances," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 1650-1663.
- Stephen Whaite & Brandon Grainger & Alexis Kwasinski, 2015. "Power Quality in DC Power Distribution Systems and Microgrids," Energies, MDPI, vol. 8(5), pages 1-22, May.
- Guiji Tang & Xiaoli Yan & Xiaolong Wang, 2020. "Chaotic Signal Denoising Based on Adaptive Smoothing Multiscale Morphological Filtering," Complexity, Hindawi, vol. 2020, pages 1-14, February.
- Van den Broeck, Giel & Stuyts, Jeroen & Driesen, Johan, 2018. "A critical review of power quality standards and definitions applied to DC microgrids," Applied Energy, Elsevier, vol. 229(C), pages 281-288.
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Cited by:
- Mohammad Mahdi Forootan & Iman Larki & Rahim Zahedi & Abolfazl Ahmadi, 2022. "Machine Learning and Deep Learning in Energy Systems: A Review," Sustainability, MDPI, vol. 14(8), pages 1-49, April.
- Liu, Yulong & Jin, Tao & Mohamed, Mohamed A., 2023. "A novel dual-attention optimization model for points classification of power quality disturbances," Applied Energy, Elsevier, vol. 339(C).
- Indu Sekhar Samanta & Subhasis Panda & Pravat Kumar Rout & Mohit Bajaj & Marian Piecha & Vojtech Blazek & Lukas Prokop, 2023. "A Comprehensive Review of Deep-Learning Applications to Power Quality Analysis," Energies, MDPI, vol. 16(11), pages 1-31, May.
- Mariana Syamsudin & Cheng-I Chen & Sunneng Sandino Berutu & Yeong-Chin Chen, 2024. "Efficient Framework to Manipulate Data Compression and Classification of Power Quality Disturbances for Distributed Power System," Energies, MDPI, vol. 17(6), pages 1-20, March.
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Keywords
Adaptive multiscale enhanced average combination morphological filter (AMEACMF); ELM auto encoder; Kernel RVFLN network; Power quality disturbances; PV system based DC microgrid; Sine cosine choatic particle swarm optimization (SCCPSO); Sparse envelope kurtosis index (SEKI);All these keywords.
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