A hybrid model of LSTM neural networks with a thermodynamic model for condition-based maintenance of compressor fouling

Y Jin, C Liu, X Tian, H Huang, G Deng… - Measurement …, 2021 - iopscience.iop.org
Compressor fouling is one of the critical gas path faults of gas turbines, and the fouling
process is significantly influenced by the quality of the inlet air coming from the air intake …

Modelling the clogging of gas turbine filter houses in heavy-duty power generation systems

SA Abdul-Wahab, ASM Omer… - … of Dynamical Systems, 2020 - Taylor & Francis
ABSTRACT A prognostic approach based on a MISO (multiple inputs and single output)
fuzzy logic model was introduced to estimate the pressure difference across a gas turbine …

Experimental study on the optimal performance of gas turbine (GT) inlet air filtration system for offshore application

SO Effiom, JA Ajor, PCO Effiom, I Edem, P Ubi… - Journal of Engineering …, 2023 - Springer
An experimental study on the optimal gas turbine inlet air filtration system performance for
offshore applications is presented. The objective is to conduct a comparative real-time data …

[HTML][HTML] Research on Performance Prediction of Air Quality Assurance Systems for Gas Turbines Based on Novel Test Method

Y Shi, Y Bai, W Xiang, R Cao, S Chen - Processes, 2024 - mdpi.com
The quality of air intake significantly impacts the overall performance of gas turbines. A new
high-precision testing method for the air intake quality assurance system of gas turbines has …

Numerical study of effects of blade fouling on compressor performance and tonal noise emission

C Liu, Y Shi, Y Cao - AIAA AVIATION 2020 FORUM, 2020 - arc.aiaa.org
This paper presents a numerical study of blade fouling effects on compressor performance
and tonal noise emission. First of all, the numerical approach is validated against …

شبیه‌سازی و بررسی بازده واقعی کمپرسور C-661 شرکت پالایش نفت آبادان

عصاری, مرادیان, قاسمی - مجله مهندسی مکانیک, 2021‎ - mmep.isme.ir
عوامل متعددی مانند رسوب‌گرفتگی مجراها، خوردگی و سایش پره‌ها و جریان‌های برگشتی درونی بر
کیفیت عملکرد و بازدهی کمپرسور سانتریفیوژ تأثیرگذار است و می‌تواند متغیرهای حیاتی …

[PDF][PDF] CFD simulation of General Electric Gas Turbine Wash Nozzle

AY Amiruddin, W Pao - researchgate.net
Compressor cleaning is used to solve the issue of fouling that happens at the compressor
blades of the gas turbine. Fouling phenomenon does affect the overall performance of the …

Evaluating gas turbine fouling degradation and impact of washing on engine performance.

A Lewis - 2017 - dspace.lib.cranfield.ac.uk
Fouling of the compressor of a gas turbine is one of the major contributors to its performance
degradation, not only in terms of a reduction in the potential power output revenue and …