Status, challenges, and potential for machine learning in understanding and applying heat transfer phenomena

MT Hughes, G Kini, S Garimella - Journal of Heat …, 2021 - asmedigitalcollection.asme.org
Abstract Machine learning (ML) offers a variety of techniques to understand many complex
problems in different fields. The field of heat transfer, and thermal systems in general, are …

Recent investigations in HFCs substitution with lower GWP synthetic alternatives: Focus on energetic performance and environmental impact

A Mota-Babiloni, P Makhnatch… - International Journal of …, 2017 - Elsevier
Kigali's amendment on Montreal Protocol has recognized the great impact of
hydrofluorocarbons (HFCs) on climate change. In the European Union, the Regulation (EU) …

Identification of opportunities for applying the circular economy to intensive agriculture in Almería (South-East Spain)

JA Aznar-Sánchez, JF Velasco-Muñoz, D García-Arca… - Agronomy, 2020 - mdpi.com
The use of intensive high-yield agricultural systems has proved to be a feasible alternative to
traditional systems as they able to meet the objective of guaranteeing long-term …

Selection principle of working fluid for organic Rankine cycle based on environmental benefits and economic performance

S Wang, C Liu, Q Li, L Liu, E Huo, C Zhang - Applied Thermal Engineering, 2020 - Elsevier
The utilization of renewable energy and waste heat recovery can effectively alleviate the
ongoing energy crisis and environmental pollution. The organic Rankine cycle has been …

Assessment of the utilization of equivalent warming impact metrics in refrigeration, air conditioning and heat pump systems

A Mota-Babiloni, JR Barbosa Jr, P Makhnatch… - … and Sustainable Energy …, 2020 - Elsevier
The refrigeration, air conditioning and heat pump (RACHP) industry is a significant
contributor to the climate change through its associated direct and indirect greenhouse gas …

The electric vehicle promotion in the cold-chain logistics under two-sided support policy: An evolutionary game perspective

C Zhao, X Ma, K Wang - Transport policy, 2022 - Elsevier
Many countries, industries, companies and end consumers have actively switched from fuel
cars to electric vehicles (EV) to combat global warming via emission control. However, given …

Performance improvement strategies of R1234yf in vapor compression refrigeration system as a R134a replacement: A review

MZ Sharif, WH Azmi, MF Ghazali, M Samykano… - Journal of the Taiwan …, 2023 - Elsevier
R1234yf, a substitute for R134a, shares similar thermodynamic behavior and eco-friendly
properties with low global warming potential. However, performance and flammability issues …

Prediction of water resource carrying capacity by the analytic hierarchy process-fuzzy discrimination method in a mining area

M Chi, D Zhang, G Fan, W Zhang, H Liu - Ecological Indicators, 2019 - Elsevier
The problem of water damage caused by coal mining has been a widespread concern in all
sectors of society. Research into carrying ability relations of coal mining and water resources …

Experimental drop-in replacement of R404A for warm countries using the low GWP mixtures R454C and R455A

A Mota-Babiloni, J Haro-Ortuno, J Navarro-Esbrí… - International Journal of …, 2018 - Elsevier
This article presents an analysis of the feasibility of R454C and R455A, two new low global
warming potential (GWP of 148) refrigerants, in vapor compression refrigeration systems as …

Mitigating environmental burden of the refrigerated transportation sector: Carbon footprint comparisons of commonly used refrigeration systems and alternative cold …

J Wu, G Liu, A Marson, A Fedele, A Scipioni… - Journal of Cleaner …, 2022 - Elsevier
Concerns about potential climate change stemming from refrigerated systems have
increased because of the environmental burden of nonrenewable energy use and …