LSTM-Based Stacked Autoencoders for Early Anomaly Detection in Induction Heating Systems
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- José Manuel Díaz Moreno & Concepción García Vázquez & María Teresa González Montesinos & Francisco Ortegón Gallego & Giuseppe Viglialoro, 2021. "Industrial Steel Heat Treating: Numerical Simulation of Induction Heating and Aquaquenching Cooling with Mechanical Effects," Mathematics, MDPI, vol. 9(11), pages 1-17, May.
- Prashant Kumar & Prince Kumar & Ananda Shankar Hati & Heung Soo Kim, 2022. "Deep Transfer Learning Framework for Bearing Fault Detection in Motors," Mathematics, MDPI, vol. 10(24), pages 1-14, December.
- Mi Zhou & Hongxun Liu & Liqun Peng & Yue Qin & Dan Chen & Lin Zhang & Denise L. Mauzerall, 2022. "Environmental benefits and household costs of clean heating options in northern China," Nature Sustainability, Nature, vol. 5(4), pages 329-338, April.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Jia Wu & Na Wu & Qiang Feng & Chenning Deng & Xiaomin Zhang & Zeqiang Fu & Zeqian Zhang & Haisheng Li, 2023. "Design and Optimization of a Coal Substitution Path Based on Cost–Benefit Analysis: Evidence from Coal Resource-Based Cities in China," Sustainability, MDPI, vol. 15(21), pages 1-14, October.
- Ogutu B. Osoro & Edward J. Oughton & Andrew R. Wilson & Akhil Rao, 2023. "Sustainability assessment of Low Earth Orbit (LEO) satellite broadband megaconstellations," Papers 2309.02338, arXiv.org, revised Mar 2024.
- Jan Rosenow & Duncan Gibb & Thomas Nowak & Richard Lowes, 2022. "Heating up the global heat pump market," Nature Energy, Nature, vol. 7(10), pages 901-904, October.
- Mario Freire-Torres & Manuel Colera & Jaime Carpio, 2023. "Numerical Solution of Thermal Phenomena in Welding Problems," Mathematics, MDPI, vol. 11(13), pages 1-19, July.
- Manlin Chen & Zhijie Zhou & Xiaoxia Han & Zhichao Feng, 2023. "A Text-Oriented Fault Diagnosis Method for Electromechanical Device Based on Belief Rule Base," Mathematics, MDPI, vol. 11(8), pages 1-25, April.
- Izaz Raouf & Prashant Kumar & Hyewon Lee & Heung Soo Kim, 2023. "Transfer Learning-Based Intelligent Fault Detection Approach for the Industrial Robotic System," Mathematics, MDPI, vol. 11(4), pages 1-14, February.
- Changchun Mo & Huizi Han & Mei Liu & Qinghua Zhang & Tao Yang & Fei Zhang, 2023. "Research on SVM-Based Bearing Fault Diagnosis Modeling and Multiple Swarm Genetic Algorithm Parameter Identification Method," Mathematics, MDPI, vol. 11(13), pages 1-28, June.
- Chen, Si-Yuan & Xue, Meng-Tian & Wang, Zhao-Hua & Tian, Xin & Zhang, Bin, 2022. "Exploring pathways of phasing out clean heating subsidies for rural residential buildings in China," Energy Economics, Elsevier, vol. 116(C).
More about this item
Keywords
anomaly detection; autoencoder; deep learning; induction heating system; LSTM;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:11:y:2023:i:15:p:3319-:d:1205319. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.