Employing ensemble machine learning techniques for predicting the thermohydraulic performance of double pipe heat exchanger with and without turbulators
S Sammil, M Sridharan - Thermal Science and Engineering Progress, 2024 - Elsevier
In this study, advanced machine learning techniques were utilized to forecast the
thermohydraulic performance of a double pipe heat exchanger (DPHE). Key variables …
thermohydraulic performance of a double pipe heat exchanger (DPHE). Key variables …
Modified Dual EKF with Machine Learning Model for Fouling Prediction of Industrial Heat Exchanger
RM Paruthipulli Kalarikkal, J Subbaiah - Korean Journal of Chemical …, 2024 - Springer
Accurate and online prediction of heat exchanger (HE) fouling is one of the primary
requirements for precise control, predictive maintenance, and operational continuity. As …
requirements for precise control, predictive maintenance, and operational continuity. As …
Enhancing soot oxidation using microtextured surfaces
O Oren, G McTaggart-Cowan, S Khan - Scientific Reports, 2024 - nature.com
Biomass combustion provides energy needs for millions of people worldwide. However, soot
accumulation on the combustors' walls significantly reduces heat transfer efficiency. Herein …
accumulation on the combustors' walls significantly reduces heat transfer efficiency. Herein …
Condition monitoring and reliability assessment, an essential tool for Boiler Plant Maintenance-A review
Condition monitoring is an essential technique which is usually deployed to monitor the
health parameters and conditions of a boiler plant in such a way that variations or significant …
health parameters and conditions of a boiler plant in such a way that variations or significant …
The neural network approach for estimation of heat transfer coefficient in heat exchangers considering the fouling formation dynamic
O Ilyunin, O Bezsonov, S Rudenko, N Serdiuk… - Thermal Science and …, 2024 - Elsevier
Routine maintenance for plate heat exchanger (PHE) cleaning improves the effectiveness of
heat exchange network operation. Until recently, complex mathematical modelling was used …
heat exchange network operation. Until recently, complex mathematical modelling was used …
Comprehensive evaluation on deposition and heat transfer performance of the mixed tube bundle based on orthogonal experimental study
R An, X Zhang - Powder Technology, 2024 - Elsevier
Deposition on heat exchange surfaces is an urgent problem to be solved to achieve efficient
utilization of energy in thermal equipment. To mitigate deposition and the resultant heat …
utilization of energy in thermal equipment. To mitigate deposition and the resultant heat …
Enhancing soot oxidation on surfaces using microtextures
O Oren - 2023 - summit.sfu.ca
Biomass combustion provides energy needs for millions worldwide, offering low net CO2
emissions. However, biomass combustors emit soot, posing significant health and …
emissions. However, biomass combustors emit soot, posing significant health and …