Applications of artificial neural networks for refrigeration, air-conditioning and heat pump systems—A review
M Mohanraj, S Jayaraj, C Muraleedharan - Renewable and sustainable …, 2012 - Elsevier
In this paper, an attempt has been made to review the applications of artificial neural
networks (ANN) for energy and exergy analysis of refrigeration, air conditioning and heat …
networks (ANN) for energy and exergy analysis of refrigeration, air conditioning and heat …
Application of artificial neural network for predicting performance of solid desiccant cooling systems–A review
In present study, an attempt has been made to review the applications of artificial neural
network (ANN) for predicting the performance of solid desiccant cooling systems. Different …
network (ANN) for predicting the performance of solid desiccant cooling systems. Different …
Modelling and experimental performance analysis of solar-assisted ground source heat pump system
In this study, slinky (the slinky-loop configuration is also known as the coiled loop or spiral
loop of flexible plastic pipe) type ground heat exchanger (GHE) was established for a solar …
loop of flexible plastic pipe) type ground heat exchanger (GHE) was established for a solar …
Performance and exhaust emissions of a gasoline engine with ethanol blended gasoline fuels using artificial neural network
G Najafi, B Ghobadian, T Tavakoli, DR Buttsworth… - Applied energy, 2009 - Elsevier
The purpose of this study is to experimentally analyse the performance and the pollutant
emissions of a four-stroke SI engine operating on ethanol–gasoline blends of 0%, 5%, 10 …
emissions of a four-stroke SI engine operating on ethanol–gasoline blends of 0%, 5%, 10 …
Diesel engine performance and exhaust emission analysis using waste cooking biodiesel fuel with an artificial neural network
This study deals with artificial neural network (ANN) modeling of a diesel engine using
waste cooking biodiesel fuel to predict the brake power, torque, specific fuel consumption …
waste cooking biodiesel fuel to predict the brake power, torque, specific fuel consumption …
Performance prediction of a ground-coupled heat pump system using artificial neural networks
This paper describes the applicability of artificial neural networks (ANNs) to predict
performance of a horizontal ground-coupled heat pump (GCHP) system. Performance …
performance of a horizontal ground-coupled heat pump (GCHP) system. Performance …
Performance and exhaust emissions of a gasoline engine using artificial neural network
This study deals with artificial neural network (ANN) modelling of a gasoline engine to
predict the brake specific fuel consumption, brake thermal efficiency, exhaust gas …
predict the brake specific fuel consumption, brake thermal efficiency, exhaust gas …
Artificial neural networks and adaptive neuro-fuzzy assessments for ground-coupled heat pump system
This article present a comparison of artificial neural network (ANN) and adaptive neuro-fuzzy
inference systems (ANFIS) applied for modelling a ground-coupled heat pump system …
inference systems (ANFIS) applied for modelling a ground-coupled heat pump system …
Artificial neural network based prediction of performance and emission characteristics of a variable compression ratio CI engine using WCO as a biodiesel at different …
PS Pai, BRS Rao - Applied Energy, 2011 - Elsevier
Due to the increasing demand for fossil fuels and environmental threat due to pollution a
number renewable sources of energy have been studied worldwide. In the present …
number renewable sources of energy have been studied worldwide. In the present …
Forecasting of a ground-coupled heat pump performance using neural networks with statistical data weighting pre-processing
The objective of this work is to improve the performance of an artificial neural network (ANN)
with a statistical weighted pre-processing (SWP) method to learn to predict ground source …
with a statistical weighted pre-processing (SWP) method to learn to predict ground source …