Thermal power plants (TPPs) are critical to supplying energy to society, and ensuring their
safe and efficient operation is a top priority. To minimize maintenance shutdowns and costs …

Driven/driving shafts are the most important portion of rotating devices. Misdiagnosis or late
diagnosis of these components could result in severe vibrations, defects in other parts …

This study proposes an ensemble denoising auto-encoder-based dynamic threshold (EDAE-
DT) to overcome the false alarm issue in anomaly detection. The proposed ensemble …

This article presented an improvement of marine steam turbine conventional exergy analysis
by application of neural networks. The conventional exergy analysis requires numerous …

ABSTRACT A fast and reliable fault diagnosis system for a steam turbine in thermal power
plant is crucial. The system will detect and classify a potential or occurring fault, hence …

The vibrations of bearings holding the high-speed shaft of a steam turbine are critically
controlled for the safe and reliable power generation at the power plants. In this paper, two …

This work addresses recent developments for solving problems in process systems
engineering based on machine learning algorithms. A general description of most popular …

Due to growing electricity demand, developing an efficient fault-detection system in thermal
power plants (TPPs) has become a demanding issue. The most probable reason for failure …

A steam turbine is one of the critical components in a power generation system whose
failure may result in unexpected consequences, even catastrophic losses. Thus, the …

This research paper presents a comprehensive experimental and statistical approach for the
analysis of vibration amplitudes in a high-speed rotating shaft employing a squeeze film …