Deep transfer learning strategy in intelligent fault diagnosis of gas turbines based on the Koopman operator

FN Irani, M Soleimani, M Yadegar, N Meskin - Applied Energy, 2024 - Elsevier
The gas turbine engine is a predominant prime mover in the transport and energy sectors,
and ensuring its reliable operation holds paramount significance. While intelligent fault …

Smart Industrial Gas Turbine Low-Cost IoT Architecture

V Panov, S Cruz-Manzo… - … Expo: Power for …, 2024 - asmedigitalcollection.asme.org
The smart energy systems, based on the numerous digital technologies, became an integral
part of the current efforts to revolutionize energy production. One of the main cornerstones of …

A Multiple Model-Based Approach for Gas Turbine Fault Diagnosis

S Akbarpour, MJ Khosrowjerdi - Iranian Journal of Science and …, 2024 - Springer
In gas turbines, using instrumental methods, it is impossible to detect the faults that detour
the performance and specifications of the main components, such as compressors …

Compressor Fouling Diagnostics and Prognostics in a Gas Turbine

S Cruz-Manzo, V Panov, C Bingham - International Journal of Gas …, 2024 - jstage.jst.go.jp
In this study, an assessment of the performance of an industrial gas turbine during
compressor fouling conditions is undertaken. The assessment is carried out through …

[PDF][PDF] Compressor Fouling Diagnostic in a Gas Turbine

S Cruz-Manzo, V Panov, C Bingham - 2023 - researchgate.net
In this study, an assessment of the performance of an industrial gas turbine during
compressor fouling conditions is undertaken. The assessment is carried out through a …

[PDF][PDF] Low-Cost IoT Architecture for Real-Time Analytics of Industrial Gas Turbines

V Panov, S Cruz-Manzo, E Goloshchapov - researchgate.net
In this paper we report on development of Low-Cost Internet-of-Things (IoT) solution, based
on Industrial Raspberry Pi (RPi) platform and Amazon Web Services (AWS) technology. This …

[引用][C] 자산관리쉘을활용한산업시설DX 방안연구

정은아, 이원희 - 대한산업공학회춘계공동학술대회논문집, 2024 - dbpia.co.kr
자산관리쉘은 제조 산업 내 모든 자산에 대한정보를 디지털화 하는 핵심 기술 중 하나이다.
특히제조산업을 필두로 다양한 전통산업 분야에서 자산관리쉘이 산업 DX 실현의 표준화된 …