Mathematical Problems in Engineering

Machine Learning in Sustainable Industrial Development


Publishing date
01 Mar 2022
Status
Closed
Submission deadline
05 Nov 2021

Lead Editor

1University of Isfahan, Isfahan, Iran

2Istinye University, Istanbul, Turkey

3Universidad de Talca, Talca, Chile

This issue is now closed for submissions.
More articles will be published in the near future.

Machine Learning in Sustainable Industrial Development

This issue is now closed for submissions.
More articles will be published in the near future.

Description

To achieve sustainable development (SD), ecological considerations must be incorporated into economic processes. The idea is to generate a logical environment in which development is challenged to enhance all aspects of quality of life. SD integrates human awareness and aims to tackle the challenges of overconsumption and waste.

Applying sustainable development in industrial systems and maintaining required resources for future generations are current challenges. In recent years, sustainable development has become considerably important for businesses and industry. Many studies have previously discussed appropriate, eligible and optimal solutions for industries to fulfill the requirements of SD. Moreover, different techniques and tools have been widely utilized and designed by researchers and policymakers to solve these complex problems. Machine learning-based techniques are among the most applicable ones in artificial intelligence (AI) systems. In the future, experts believe almost all aspects of human daily life will be influenced by the advancement of these tools. Therefore, these tools are continuously being developed.

The aim of this Special Issue is to bring together original research and review articles that highlight the role of ML in developing AI systems in multidisciplinary fields. Submissions should emphasize current and novel concepts and methods.

Potential topics include but are not limited to the following:

  • Machine learning in developing sustainable production/manufacturing systems with AI
  • Machine learning in developing sustainable waste management systems with AI
  • Machine learning in developing sustainable supply chain systems with AI
  • Machine learning in developing sustainable logistic systems with AI
  • Machine learning in developing sustainable healthcare management systems with AI
  • Machine learning in developing sustainable project management systems with AI
  • Machine learning in developing sustainable resource allocation systems with AI

Articles

  • Special Issue
  • - Volume 2022
  • - Article ID 3693263
  • - Research Article

Development of Machine Learning Methods in Hybrid Energy Storage Systems in Electric Vehicles

Tzu-Chia Chen | Fouad Jameel Ibrahim Alazzawi | ... | Hussein Mohammed Esmail Abu Al-Rejal
  • Special Issue
  • - Volume 2022
  • - Article ID 5762185
  • - Research Article

Designing a Medical Supply Chain Network Considering the Risk of Supply and Flexible Production in Two-Stage Uncertain Conditions

Reza Hazrati | Mohamad Samaei | ... | Sajad Amiriyan
  • Special Issue
  • - Volume 2021
  • - Article ID 5229949
  • - Research Article

A Hybrid Mathematical and Decision-Making Model to Determine the Amount of Economic Order considering the Discount

Hanif Hazrati | Abbas Barzegarinegad | Hamid Siaby-Serajehlo
  • Special Issue
  • - Volume 2021
  • - Article ID 2270983
  • - Research Article

Applying Sustainable Development to Economic Challenges of Small and Medium Enterprises after Implementation of Targeted Subsidies in Iran

Rouhollah Sohrabi | Koorosh Pouri | ... | Adel Pourghader Chobar
  • Special Issue
  • - Volume 2021
  • - Article ID 7217182
  • - Research Article

Vehicle Routing Problem in Relief Supply under a Crisis Condition considering Blood Types

Mahsa Rezaei Kallaj | Milad Abolghasemian | ... | Adel Pourghader Chobar
  • Special Issue
  • - Volume 2021
  • - Article ID 3040391
  • - Research Article

Soft Computing Methodology to Optimize the Integrated Dynamic Models of Cellular Manufacturing Systems in a Robust Environment

Amir-Mohammad Golmohammadi | Hasan Rasay | ... | Negar Balajeh
  • Special Issue
  • - Volume 2021
  • - Article ID 7347389
  • - Research Article

Viable Supply Chain Network Design by considering Blockchain Technology and Cryptocurrency

Reza Lotfi | Soroush Safavi | ... | Gerhard-Wilhelm Weber
  • Special Issue
  • - Volume 2021
  • - Article ID 3811417
  • - Research Article

Designing an Agile Closed-Loop Supply Chain with Environmental Aspects Using a Novel Multiobjective Metaheuristic Algorithm

Liu Kai | Ramina Malekalipour Kordestanizadeh
  • Special Issue
  • - Volume 2021
  • - Article ID 7709788
  • - Research Article

Application of an Intelligent Hybrid Metaheuristic Algorithm for Multiobjective Redundancy Allocation Problem with Sustainable Maintenance

Tri Tjahjono | Dinesh Mavaluru | ... | Mamun Habib
  • Special Issue
  • - Volume 2021
  • - Article ID 1784232
  • - Research Article

Development of a Method to Measure the Quality of Working Life Using the Improved Metaheuristic Grasshopper Optimization Algorithm

Alireza Jafari Doudaran | Rouzbeh Ghousi | ... | Mostafa Jafari
Mathematical Problems in Engineering
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