Using Machine Learning in Electrical Tomography for Building Energy Efficiency through Moisture Detection
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- Tomasz Rymarczyk & Grzegorz Kłosowski & Anna Hoła & Jan Sikora & Tomasz Wołowiec & Paweł Tchórzewski & Stanisław Skowron, 2021. "Comparison of Machine Learning Methods in Electrical Tomography for Detecting Moisture in Building Walls," Energies, MDPI, vol. 14(10), pages 1-22, May.
- Małgorzata Jasiulewicz-Kaczmarek & Katarzyna Antosz & Ryszard Wyczółkowski & Dariusz Mazurkiewicz & Bo Sun & Cheng Qian & Yi Ren, 2021. "Application of MICMAC, Fuzzy AHP, and Fuzzy TOPSIS for Evaluation of the Maintenance Factors Affecting Sustainable Manufacturing," Energies, MDPI, vol. 14(5), pages 1-30, March.
- Mirco Andreotti & Dario Bottino-Leone & Marta Calzolari & Pietromaria Davoli & Luisa Dias Pereira & Elena Lucchi & Alexandra Troi, 2020. "Applied Research of the Hygrothermal Behaviour of an Internally Insulated Historic Wall without Vapour Barrier: In Situ Measurements and Dynamic Simulations," Energies, MDPI, vol. 13(13), pages 1-22, July.
- Grzegorz Kłosowski & Anna Hoła & Tomasz Rymarczyk & Łukasz Skowron & Tomasz Wołowiec & Marcin Kowalski, 2021. "The Concept of Using LSTM to Detect Moisture in Brick Walls by Means of Electrical Impedance Tomography," Energies, MDPI, vol. 14(22), pages 1-20, November.
- Tomasz Rymarczyk & Grzegorz Kłosowski & Anna Hoła & Jerzy Hoła & Jan Sikora & Paweł Tchórzewski & Łukasz Skowron, 2021. "Historical Buildings Dampness Analysis Using Electrical Tomography and Machine Learning Algorithms," Energies, MDPI, vol. 14(5), pages 1-24, February.
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- Ruwen Zhao & Chuanpei Xu & Zhibin Zhu & Wei Mo, 2024. "A Blockchain-Based Secure Sharing Scheme for Electrical Impedance Tomography Data," Mathematics, MDPI, vol. 12(7), pages 1-19, April.
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Keywords
building energy saving; electrical tomography; moisture imaging; nondestructive evaluation; machine learning; neural networks; image processing;All these keywords.
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