Pavement temperature prediction: Theoretical models and critical affecting factors

J Chen, H Wang, P Xie - Applied thermal engineering, 2019 - Elsevier
Pavement temperature field is driven by climatic factors such solar radiation, air temperature,
wind, and among others. Accurate prediction of pavement temperature field is critical for …

[HTML][HTML] Global solar radiation models: A critical review from the point of view of homogeneity and case study

JI Prieto, D García - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
Access to reliable solar radiation data is of paramount importance for the sustainable
development of mankind. However, solar radiation measurements are available in few …

[图书][B] Applied photovoltaics

SR Wenham, MA Green, ME Watt, R Corkish, A Sproul - 2013 - taylorfrancis.com
The new edition of this thoroughly considered textbook provides a reliable, accessible and
comprehensive guide for students of photovoltaic applications and renewable energy …

The potential of different artificial neural network (ANN) techniques in daily global solar radiation modeling based on meteorological data

MA Behrang, E Assareh, A Ghanbarzadeh… - Solar Energy, 2010 - Elsevier
The main objective of present study is to predict daily global solar radiation (GSR) on a
horizontal surface, based on meteorological variables, using different artificial neural …

GIS-based approach to identify climatic zoning: A hierarchical clustering on principal component analysis

JP Praene, B Malet-Damour, MH Radanielina… - Building and …, 2019 - Elsevier
In tropical environments, the design of bioclimatic houses adapted to their environment
represents a crucial issue when considering thermal comfort and limiting energy …

Solar radiation, air temperature, relative humidity, and dew point study: Damak, Jhapa, Nepal

AK Shrestha, A Thapa, H Gautam - International Journal of …, 2019 - Wiley Online Library
Monitoring and prediction of the climatic phenomenon are of keen interest in recent years
because it has great influence in the lives of people and their environments. This paper is …

[HTML][HTML] Solar radiation estimation in different climates with meteorological variables using Bayesian model averaging and new soft computing models

G Zhang, SS Band, C Jun, SM Bateni, HM Chuang… - Energy Reports, 2021 - Elsevier
Solar radiation (SR) is considered as a critical factor in determining energy management. In
this research, the potential of the Bayesian averaging model (BMA) was investigated for …

Prediction of daily global solar irradiation data using Bayesian neural network: A comparative study

R Yacef, M Benghanem, A Mellit - Renewable energy, 2012 - Elsevier
This paper presents a comparative study between Bayesian Neural Network (BNN),
classical Neural Network (NN) and empirical models for estimating the daily global solar …

New combined models for estimating daily global solar radiation from measured air temperature in semi-arid climates: application in Ghardaïa, Algeria

R Yacef, A Mellit, S Belaid, Z Şen - Energy conversion and management, 2014 - Elsevier
In this paper, combined empirical models and a Bayesian neural network (BNN) model have
been developed to estimate daily global solar radiation (GSR) on a horizontal surface in …

Analysis tool for bioclimatic design strategies in hot humid climates

S Attia, T Lacombe, HT Rakotondramiarana… - Sustainable cities and …, 2019 - Elsevier
Housing projects design in cities should be based on an understanding of the urban local
climate; selection of fit-to-purpose thermal comfort models and implementation …