A systematic literature review on machine learning applications for sustainable agriculture supply chain performance

R Sharma, SS Kamble, A Gunasekaran… - Computers & Operations …, 2020 - Elsevier
Agriculture plays an important role in sustaining all human activities. Major challenges such
as overpopulation, competition for resources poses a threat to the food security of the planet …

Review of the metaheuristic algorithms in applications: Visual analysis based on bibliometrics (1994–2023)

G Li, T Zhang, CY Tsai, L Yao, Y Lu, J Tang - Expert Systems with …, 2024 - Elsevier
Metaheuristic algorithms have gradually become the mainstream way to solve complex
optimization problems with their streamlined structure and robust performance. Innovative …

Combined life cycle assessment and artificial intelligence for prediction of output energy and environmental impacts of sugarcane production

A Kaab, M Sharifi, H Mobli, A Nabavi-Pelesaraei… - Science of the Total …, 2019 - Elsevier
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 …

ESO: An enhanced snake optimizer for real-world engineering problems

L Yao, P Yuan, CY Tsai, T Zhang, Y Lu… - Expert Systems with …, 2023 - Elsevier
Meta-heuristic algorithms are an essential way to solve realistic optimization problems.
Develo** effective, accurate, and stable meta-heuristic algorithms has become the goal of …

Application of photovoltaic system to modify energy use, environmental damages and cumulative exergy demand of two irrigation systems-A case study: Barley …

H Ghasemi-Mobtaker, F Mostashari-Rad, Z Saber… - Renewable Energy, 2020 - Elsevier
Irrigation is one of energy-intensive operations in agriculture, which consumes great part of
energy inputs and has harmful environmental effects. Thus, the goal of this study is to …

Multi-objective optimization of energy use and environmental emissions for walnut production using imperialist competitive algorithm

M Khanali, A Akram, J Behzadi, F Mostashari-Rad… - Applied Energy, 2021 - Elsevier
Although the agricultural sector is an important source of bioenergy production, this
production can be considered sustainable when energy consumed and environmental …

Potential for optimization of energy consumption and costs in saffron production in central Iran through data envelopment analysis and multi‐objective genetic …

E Saeidi, AL Dehkordi… - … Progress & Sustainable …, 2022 - Wiley Online Library
Technical management of agricultural units plays an important role in increasing the yield,
energy efficiency, and decreasing the production costs. Based on that, the present study …

Prospects of solar systems in production chain of sunflower oil using cold press method with concentrating energy and life cycle assessment

A Nabavi-Pelesaraei, H Azadi, S Van Passel, Z Saber… - Energy, 2021 - Elsevier
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 …

[HTML][HTML] In quest of reducing the environmental impacts of food production and consumption

S Sala, SJ McLaren, B Notarnicola, E Saouter… - Journal of cleaner …, 2017 - Elsevier
Food supply chains are increasingly associated with environmental and socio-economic
impacts. An increasing global population, an evolution in consumers' needs, and changes in …

Exergoenvironmental damages assessment of horticultural crops using ReCiPe2016 and cumulative exergy demand frameworks

F Mostashari-Rad, H Ghasemi-Mobtaker, M Taki… - Journal of Cleaner …, 2021 - Elsevier
Horticultural inputs have various potential environmental impacts, which can be
simultaneously evaluated by using the life cycle assessment (LCA) method. It is considered …