A cyber-physical framework for fault-tolerant engine speed control of a large marine engine

Large two-stroke marine engines are essential for global shipping, but their susceptibility to faults poses risks. Existing research on fault diagnosis and fault-tolerant control (FTC) for these engines lacks a comprehensive approach. This paper presents a holistic FTC strategy, systematically addressing sensor, actuator, and component faults. A model-based ship simulation is used for structural analysis and the design of fault diagnosis models. This not only identifies faults but quantifies their impact on engine operation. Additionally, optimal sensor placement is investigated to enhance fault diagnosis across the engine system. These diagnosis models are integrated into a supervisory FTC scheme, allowing reconfiguration in response to faults. Extensive simulation results demonstrate the effectiveness of this approach in maintaining safe engine speed control under various fault scenarios, successfully diagnosing and reconfiguring multiple sensor faults. This research provides a novel framework for improving the safety and reliability of large marine engines, addressing a critical need in the maritime industry.

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Institutions

Publication Details

Journal
International Journal of Systems Science
Published
2024-12-12
DOI
https://doi.org/10.1080/00207721.2024.2440782
Citations
2
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
0.66

Funders

Controls
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article

A cyber-physical framework for fault-tolerant engine speed control of a large marine engine

Greg Shaver, Reynolds Manion
2 citations
International Journal of Systems Science
Fault Detection and Control Systems
0.66
article

A cyber-physical framework for fault-tolerant engine speed control of a large marine engine

Greg Shaver, Reynolds Manion
article en
2 citations

Abstract

Large two-stroke marine engines are essential for global shipping, but their susceptibility to faults poses risks. Existing research on fault diagnosis and fault-tolerant control (FTC) for these engines lacks a comprehensive approach. This paper presents a holistic FTC strategy, systematically addressing sensor, actuator, and component faults. A model-based ship simulation is used for structural analysis and the design of fault diagnosis models. This not only identifies faults but quantifies their impact on engine operation. Additionally, optimal sensor placement is investigated to enhance fault diagnosis across the engine system. These diagnosis models are integrated into a supervisory FTC scheme, allowing reconfiguration in response to faults. Extensive simulation results demonstrate the effectiveness of this approach in maintaining safe engine speed control under various fault scenarios, successfully diagnosing and reconfiguring multiple sensor faults. This research provides a novel framework for improving the safety and reliability of large marine engines, addressing a critical need in the maritime industry.

International Journal of Systems ScienceVol. 56(9)
Purdue University West Lafayette (US)
U.S. Navy, Office of Naval Research
Life below water
Openalex Percentile: Top 28%
Fault Detection and Control Systems
0.66
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A cyber-physical framework for fault-tolerant engine speed control of a large marine engine — Greg Shaver, Reynolds Manion · International Journal of Systems Science (2024) | TGRS Research Map | TGRS