[HTML][HTML] Research and applications of artificial neural network in pavement engineering: a state-of-the-art review

X Yang, J Guan, L Ding, Z You, VCS Lee… - Journal of Traffic and …, 2021 - Elsevier
Given the great advancements in soft computing and data science, artificial neural network
(ANN) has been explored and applied to handle complicated problems in the field of …

Energy consumption prediction using machine learning; a review

A Mosavi, A Bahmani - 2019 - preprints.org
Abstract Machine learning (ML) methods has recently contributed very well in the
advancement of the prediction models used for energy consumption. Such models highly …

Artificial neural networks for sustainable development: a critical review

IHV Gue, AT Ubando, ML Tseng, RR Tan - Clean Technologies and …, 2020 - Springer
Computational and statistical tools help manage the prevailing challenges of the 17
Sustainable Development Goals (SDGs) by providing meticulous understanding of …

Analysis of impact of aggregate moisture content on energy demand during the production of hot mix asphalt (HMA)

I Androjić, ZD Alduk, S Dimter, T Rukavina - Journal of cleaner production, 2020 - Elsevier
The paper analyzes the impact of direct external factors on energy demand during the
process of hot mix asphalt production. The elements stemming from the conditions of …

[HTML][HTML] A Review of Sustainability in Hot Asphalt Production: Greenhouse Gas Emissions and Energy Consumption

Y Liu, Z Liu, Y Zhu, H Zhang - Applied Sciences, 2024 - mdpi.com
This study conducted a thorough analysis of energy consumption and greenhouse gas
(GHG) emissions in the production of hot mix asphalt. The primary sources of energy usage …

The correlation between the number of asphalt mixing plants and the production of asphalt mixtures in European Countries and the Baltic States

H Sivilevičius, V Skrickij, P Skačkauskas - Applied Sciences, 2021 - mdpi.com
The transport infrastructure's pavement is made of asphalt layers, placed and compacted.
The asphalt mixture is produced in an asphalt mixing plant (AMP) using expensive …