Automatic fault detection and diagnosis in refrigeration systems, A data-driven approach

Zahra Soltani

Research output: PhD thesis

126 Downloads (Pure)

2 Article in proceeding
1 Journal article

3 results

2022
Fault detection and diagnosis in refrigeration systems using machine learning algorithms
Soltani, Z., Sørensen, K. K., Leth, J. & Bendtsen, J. D., Dec 2022, In: International Journal of Refrigeration. 144, p. 34-45 12 p.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
File
15 Citations (Scopus)

207 Downloads (Pure)
2021
Robustness analysis of PCA-SVM model used for fault detection in supermarket refrigeration systems
Soltani, Z., Kjaer Soerensen, K., Leth, J-J. & Bendtsen, J. D., 2021, 2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE). Kuala Lumpur, Malaysia: IEEE, 6 p.
Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access
File
2 Citations (Scopus)

78 Downloads (Pure)
2020
Fault Detection of Supermarket Refrigeration Systems Using Convolutional Neural Network
Soltani, Z., Soerensen, K. K., Leth, J. & Bendtsen, J. D., 18 Oct 2020, IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society. IEEE Computer Society Press, p. 231-238 8 p. 9254485. (Proceedings of the Annual Conference of the IEEE Industrial Electronics Society).
Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access
File
3 Citations (Scopus)

113 Downloads (Pure)