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A sequential model-based approach for gas turbine performance diagnostics
The gradual degradation of gas turbine components is an inevitable result of engine
operation, impacting engine availability, reliability, and operating cost. Gas path analysis …
operation, impacting engine availability, reliability, and operating cost. Gas path analysis …
[HTML][HTML] Recent advances and future trends on maintenance strategies and optimisation solution techniques for offshore sector
Maintenance planning program of offshore assets is a complex activity due to its impact on
the operational and safety risks and consequences, dependence on personnel resource …
the operational and safety risks and consequences, dependence on personnel resource …
Aircraft engine performance monitoring and diagnostics based on deep convolutional neural networks
The rapid advancement of machine-learning techniques has played a significant role in the
evolution of engine health management technology. In the last decade, deep-learning …
evolution of engine health management technology. In the last decade, deep-learning …
Hybrid modeling-based digital twin for performance optimization with flexible operation in the direct air-cooling power unit
G Zhao, Z Cui, J Xu, W Liu, S Ma - Energy, 2022 - Elsevier
The thermal power sector, one of the major CO 2 emissions sources, is urged quicker steps
to come up with an action that enables coal savings and carbon emissions reduction in …
to come up with an action that enables coal savings and carbon emissions reduction in …
Multidimensional analysis and performance prediction of heavy-duty gas turbine based on actual operational data
This study aims to analyze and predict the degradation, safety and operational performance
of a heavy-duty gas turbine based on actual operational data after running for a long time …
of a heavy-duty gas turbine based on actual operational data after running for a long time …
[HTML][HTML] A data-driven approach for predicting long-term degradation of a fleet of micro gas turbines
Predictive health monitoring of micro gas turbines can significantly increase the availability
and reduce the operating and maintenance costs. Methods for predictive health monitoring …
and reduce the operating and maintenance costs. Methods for predictive health monitoring …
[HTML][HTML] A novel modeling framework for a degrading system subject to hierarchical inspection and maintenance policy
Most engineering systems exhibit degrading performance in their designated service times
as influenced by their working conditions. Thus, inspection and maintenance actions are …
as influenced by their working conditions. Thus, inspection and maintenance actions are …
A novel data-driven approach for predicting the performance degradation of a gas turbine
S Dai, X Zhang, M Luo - Energies, 2024 - mdpi.com
Gas turbines operate under harsh conditions of high temperature and pressure for extended
periods, inevitably experiencing performance degradation. Predicting the performance …
periods, inevitably experiencing performance degradation. Predicting the performance …
[HTML][HTML] Novel multi-objective optimisation for maintenance activities of floating production storage and offloading facilities
An investigation of the recent advancements in modelling and optimisation techniques to
develop maintenance strategies for offshore floating systems have been carried out in this …
develop maintenance strategies for offshore floating systems have been carried out in this …
A data-based approach for benchmark interval determination with varying operating conditions in the coal-fired power unit
J Xu, D Bi, S Ma, J Bai - Energy, 2020 - Elsevier
The modern coal-fired power units in China are mostly operated in a flexible manner.
However, flexible operation results in performance degradation, energy-efficiency penalties …
However, flexible operation results in performance degradation, energy-efficiency penalties …