A review of machine learning applications in life cycle assessment studies
Abstract Life Cycle Assessment (LCA) is a foundational method for quantitative assessment
of sustainability. Increasing data availability and rapid development of machine learning …
of sustainability. Increasing data availability and rapid development of machine learning …
Toward artificial intelligence and machine learning-enabled frameworks for improved predictions of lifecycle environmental impacts of functional materials and devices
T Ibn-Mohammed, KB Mustapha, M Abdulkareem… - MRS …, 2023 - Springer
The application of functional materials and devices (FM&Ds) underpins numerous products
and services, facilitating improved quality of life, but also constitutes a huge environmental …
and services, facilitating improved quality of life, but also constitutes a huge environmental …
[HTML][HTML] A comparative of modeling techniques and life cycle assessment for prediction of output energy, economic profit, and global warming potential for wheat farms
H Ghasemi-Mobtaker, A Kaab, S Rafiee… - Energy Reports, 2022 - Elsevier
Uncertainty about the energy use efficiency, lack of knowledge about economic outcomes,
and its environmental consequences have always take risks in changing cultivation patterns …
and its environmental consequences have always take risks in changing cultivation patterns …
Combined life cycle assessment and artificial intelligence for prediction of output energy and environmental impacts of sugarcane production
This study aims to employ two artificial intelligence (AI) methods, namely, artificial neural
networks (ANNs) and adaptive neuro fuzzy inference system (ANFIS) model, for predicting …
networks (ANNs) and adaptive neuro fuzzy inference system (ANFIS) model, for predicting …
Prospects of solar systems in production chain of sunflower oil using cold press method with concentrating energy and life cycle assessment
The aim of this study is determination of exergoenvironmental efficiency for using solar
technologies in sunflower oil production in Iran. Accordingly, the applications of photovoltaic …
technologies in sunflower oil production in Iran. Accordingly, the applications of photovoltaic …
Machine learning models of exergoenvironmental damages and emissions social cost for mushroom production
A Nabavi-Pelesaraei, H Ghasemi-Mobtaker, M Salehi… - Agronomy, 2023 - mdpi.com
Applying conventional methods for prediction of environmental impacts in agricultural
production is not actually applicable because they usually ignore other aspects such as …
production is not actually applicable because they usually ignore other aspects such as …
Integration of artificial intelligence methods and life cycle assessment to predict energy output and environmental impacts of paddy production
A Nabavi-Pelesaraei, S Rafiee, SS Mohtasebi… - Science of the total …, 2018 - Elsevier
Prediction of agricultural energy output and environmental impacts play important role in
energy management and conservation of environment as it can help us to evaluate …
energy management and conservation of environment as it can help us to evaluate …
Comprehensive model of energy, environmental impacts and economic in rice milling factories by coupling adaptive neuro-fuzzy inference system and life cycle …
A Nabavi-Pelesaraei, S Rafiee, SS Mohtasebi… - Journal of cleaner …, 2019 - Elsevier
The increasing energy demand, limited fossil fuel resources and effects of climate change,
lead to problems with regard to sustainability of production in food industry. Hence, this …
lead to problems with regard to sustainability of production in food industry. Hence, this …
Use of artificial neural network and adaptive neuro-fuzzy inference system for prediction of biogas production from spearmint essential oil wastewater treatment in up …
Two artificial intelligence (AI)-based models, namely feed-forward backpropagation artificial
neural network (ANN) and multi-layer adaptive neuro-fuzzy inference system (ANFIS), were …
neural network (ANN) and multi-layer adaptive neuro-fuzzy inference system (ANFIS), were …
Environmental impacts of biodiesel production cycle from farm to manufactory: an application of sustainable systems engineering
A Motevali, N Hooshmandzadeh, E Fayyazi, M Valipour… - Atmosphere, 2023 - mdpi.com
One of the key challenges in using fossil fuels is the environmental impacts of these energy
sources, and to reduce these destructive effects, the use of renewable energy sources …
sources, and to reduce these destructive effects, the use of renewable energy sources …