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 · 69 citations · Full text

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

Reliability, Condition Monitoring, Reliability Engineering +11

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

Reliability, Condition Monitoring, Reliability Engineering +8

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 · 33 citations · Full text

Engineering, Machine Learning, Life Prediction +21

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

Xiaochuan Li, David Mba, Tian Ran Lin et al. · Mechanical Systems and Signal Processing · 2020 · 32 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +17