Panagiotis Loukopoulos

Canonical variable analysis and long short-term memory for fault diagnosis and performance estimation of a centrifugal compressor

Xiaochuan Li, Fang Duan, Panagiotis Loukopoulos et al. · Control Engineering Practice · 2018 · 73 citations · Full text

Engineering, Industrial Engineering, Process Control +16

Abrupt fault remaining useful life estimation using measurements from a reciprocating compressor valve failure

Panagiotis Loukopoulos, George Zolkiewski, I.J. Bennett et al. · Mechanical Systems and Signal Processing · 2018 · 51 citations

Engineering, Data Science, Uncertainty Quantification +13

Reciprocating compressor prognostics of an instantaneous failure mode utilising temperature only measurements

Panagiotis Loukopoulos, George Zolkiewski, I.J. Bennett et al. · Applied Acoustics · 2017 · 43 citations · Full text

Engineering, Architectural Engineering, Air Conditioning +12

Valve Failure Prognostics in Reciprocating Compressors Utilizing Temperature Measurements, PCA-Based Data Fusion, and Probabilistic Algorithms

Nick Eleftheroglou, George Georgoulas, Panagiotis Loukopoulos et al. · IEEE Transactions on Industrial Electronics · 2019 · 35 citations · Full text

Computing, Data Science, Machine Learning +16

Just-in-time learning based probabilistic gradient boosting tree for valve failure prognostics

David Mba, Tian Ran Lin, Yingjie Yang et al. · Mechanical Systems and Signal Processing · 2020 · 34 citations · Full text

Computing, Cardiology, Computer Science +16