From theory to practice: Evaluating the thermodynamic design landscape of compressed air energy storage systems

H Guo, Y Xu, H Kang, W Guo, Y Liu, X Zhang, X Zhou… - Applied Energy, 2023 - Elsevier
Compressed air energy storage (CAES) systems offer significant potential as large-scale
physical energy storage technologies. Given the increasing global emphasis on carbon …

Gas turbine availability improvement based on long short-term memory networks using deep learning of their failures data analysis

AZ Djeddi, A Hafaifa, N Hadroug, A Iratni - Process Safety and …, 2022 - Elsevier
Practically, a maintenance operation is performed on industrial equipment after scheduled
planning that depends on the average useful life of this equipment (Mean Time Between …

Gas turbine monitoring using neural network dynamic nonlinear autoregressive with external exogenous input modelling

MB Rahmoune, A Hafaifa, A Kouzou, XQ Chen… - … and Computers in …, 2021 - Elsevier
The main purpose of the present work is to propose an effective tool which allows to ensure
the protection and the safety measures against the instability phenomena in a gas turbine …

Fuzzy modeling and fast model predictive control of gas turbine system

G Hou, L Gong, C Huang, J Zhang - Energy, 2020 - Elsevier
In terms of the inner complex characteristics and fast dynamic of the gas turbine system, it is
a great challenge to realize the safe, stable, and efficient operation of gas turbine system in …

A review on the progress, challenges and prospects in the modeling, simulation, control and diagnosis of thermodynamic systems

D Zhou, D Huang - Advanced Engineering Informatics, 2024 - Elsevier
Thermodynamic systems play an inestimable role in engineering applications. With the
rising demands for information and automation in operation and maintenance in …

Fuzzy diagnostic strategy implementation for gas turbine vibrations faults detection: Towards a characterization of symptom–fault correlations

N Hadroug, A Hafaifa, B Alili, A Iratni… - Journal of Vibration …, 2022 - Springer
Background Currently, the challenges of sustainable development in the operational safety
of industrial systems continue to grow and increase, given the increasing complexity of these …

Robust diagnosis with high protection to gas turbine failures identification based on a fuzzy neuro inference monitoring approach

C Djeddi, A Hafaifa, A Iratni, N Hadroug… - Journal of Manufacturing …, 2021 - Elsevier
Modern industry requires the development of new monitoring and diagnostic procedures,
which enable the detection, localization, and isolation of faults. For sustainable solutions in …

Fuzzy decoupled-states multi-model identification of gas turbine operating variables through the use of their operating data

S Aissat, A Hafaifa, A Iratni, N Hadroug, XQ Chen - ISA transactions, 2023 - Elsevier
Practically the rotating machines degradation, such as gas turbines, is due to the quality of
construction and online operation of their dynamic state models, of different physical …

Derivative-driven window-based regression method for gas turbine performance prognostics

E Tsoutsanis, N Meskin - Energy, 2017 - Elsevier
The domination of gas turbines in the energy arena is facing many challenges from
environmental regulations and the plethora of renewable energy sources. The gas turbine …

Reliability analysis of gas turbine engine by means of bathtub‐shaped failure rate distribution

S Ahsan, TA Lemma… - Process safety progress, 2020 - Wiley Online Library
During reliability analysis, analysts often encounter multiple repairable units operating in
different environments for various applications such as marine, power generation, and …