IDEAS home Printed from https://ideas.repec.org/a/eee/jrpoli/v77y2022ics0301420722002161.html
   My bibliography  Save this article

Smart mining policy: Integrating fuzzy-VIKOR technique and the Z-number concept to implement industry 4.0 strategies in mining engineering

Author

Listed:
  • Poormirzaee, Rashed
  • Hosseini, Shahab
  • Taghizadeh, Rahim

Abstract

New technologies have significant effects on increasing efficiency and improving the productivity of industries, especially the mining industry. Nevertheless, selecting and applying new technologies is a multi-criteria decision-making issue. As mines constitute an important part of a country's economy with a considerable impact on socio-economic development, mining smartening should be carried out to increase efficiency. This research proposes a novel framework for assessing and prioritizing smart mining strategies by integrating the Z-number theory and fuzzy-VIKOR technique. Eight copies of a questionnaire containing five strategies (alternatives) and 11 criteria were presented to an eight-member team of experts. The strategies comprised “A1 provision of government incentives to mines to use up-to-date technologies”, “A2 development of mining cooperation with research centers and R&D to develop new technologies required by mines”, “A3 investment of mine owners in providing the required infrastructure”, “A4 development of green mining and safe operations”, and “A5 training and improving active human resources”. Moreover, the criteria consisted of “C1 employment”, “C2 energy consumption”, “C3 hazards”, “C4 trained human resources”, “C5 marketing and sales”, “C6 environment”, “C7 risk”, “C8 culture”, “C9 technology”, “C10 quality of mineral products”, and “C11 legislations”. Furthermore, a parametric sensitivity analysis was performed to determine the effectiveness and robustness of the five suggested strategies. The results of the proposed hybrid model confirm that the third strategy (A3) is the most appropriate alternative for implementing Industry 4.0 technologies in the large-scale mines of Iran. The results revealed that the presented approach provided a stationary ranking mechanism for smart mining engineering strategies and that the weight of the maximum group utility measure did not substantially affect ranking strategies. An expert group confirmed the obtained results and the evaluation and validation made of the influential factors and conditions of the study area.

Suggested Citation

  • Poormirzaee, Rashed & Hosseini, Shahab & Taghizadeh, Rahim, 2022. "Smart mining policy: Integrating fuzzy-VIKOR technique and the Z-number concept to implement industry 4.0 strategies in mining engineering," Resources Policy, Elsevier, vol. 77(C).
  • Handle: RePEc:eee:jrpoli:v:77:y:2022:i:c:s0301420722002161
    DOI: 10.1016/j.resourpol.2022.102768
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0301420722002161
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.resourpol.2022.102768?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jiskani, Izhar Mithal & Cai, Qingxiang & Zhou, Wei & Ali Shah, Syed Ahsan, 2021. "Green and climate-smart mining: A framework to analyze open-pit mines for cleaner mineral production," Resources Policy, Elsevier, vol. 71(C).
    2. Jiskani, Izhar Mithal & Yasli, Fatma & Hosseini, Shahab & Rehman, Atta Ur & Uddin, Salah, 2022. "Improved Z-number based fuzzy fault tree approach to analyze health and safety risks in surface mines," Resources Policy, Elsevier, vol. 76(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hosseini, Shahab & Lawal, Abiodun Ismail & Kwon, Sangki, 2023. "A causality-weighted approach for prioritizing mining 4.0 strategies integrating reliability-based fuzzy cognitive map and hybrid decision-making methods: A case study of Nigerian Mining Sector," Resources Policy, Elsevier, vol. 82(C).
    2. Zhang, Yan & Wang, Yu-Hao & Zhao, Xu & Tong, Rui-Peng, 2023. "Dynamic probabilistic risk assessment of emergency response for intelligent coal mining face system, case study: Gas overrun scenario," Resources Policy, Elsevier, vol. 85(PB).
    3. Jin, Haifeng, 2023. "Analyzing factors and resource policymaking options for sustainable resource management and carbon neutrality in mining industry: Empirical study in China," Resources Policy, Elsevier, vol. 86(PB).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hosseini, Shahab & Mousavi, Amin & Monjezi, Masoud & Khandelwal, Manoj, 2022. "Mine-to-crusher policy: Planning of mine blasting patterns for environmentally friendly and optimum fragmentation using Monte Carlo simulation-based multi-objective grey wolf optimization approach," Resources Policy, Elsevier, vol. 79(C).
    2. Zhigao Liu & Ruixin Zhang & Jiayi Ma & Wenyu Zhang & Lin Li, 2023. "Analysis and Prediction of the Meteorological Characteristics of Dust Concentrations in Open-Pit Mines," Sustainability, MDPI, vol. 15(6), pages 1-16, March.
    3. Ayaz, Muhammad & Jehan, Noor & Nakonieczny, Joanna & Mentel, Urszula & uz zaman, Qamar, 2022. "Health costs of environmental pollution faced by underground coal miners: Evidence from Balochistan, Pakistan," Resources Policy, Elsevier, vol. 76(C).
    4. Yongmao Xiao & Renqing Zhao & Wei Yan & Xiaoyong Zhu, 2022. "Analysis and Evaluation of Energy Consumption and Carbon Emission Levels of Products Produced by Different Kinds of Equipment Based on Green Development Concept," Sustainability, MDPI, vol. 14(13), pages 1-18, June.
    5. Li Fan & Weiping Zhao & Wendan Feng & Ping Mo & Yunlin Zhao & Guiyan Yang & Zhenggang Xu, 2021. "Insight into the Characteristics of Soil Microbial Diversity during the Ecological Restoration of Mines: A Case Study in Dabaoshan Mining Area, China," Sustainability, MDPI, vol. 13(21), pages 1-16, October.
    6. Nicolas Charles & Gaétan Lefebvre & Rémy Tuloup & Audrey Carreaud & Antoine Boubault & Anne-Sophie Serrand & Maxime Picault & Virginie Piguet & Valeria Manzin & Fabien Deswarte & Julien Aupoil, 2023. "Mineral Resource Abundance: An Assessment Methodology for a Responsible Use of Mineral Raw Materials in Downstream Industries," Sustainability, MDPI, vol. 15(24), pages 1-39, December.
    7. Zheng, Ye & Tarczyński, Waldemar & Jamróz, Paweł & Ali Raza, Syed & Tiwari, Sunil, 2024. "Impacts of mineral resources, economic growth and energy consumption on environmental sustainability: Novel findings from global south region," Resources Policy, Elsevier, vol. 92(C).
    8. Jin, Haifeng, 2023. "Analyzing factors and resource policymaking options for sustainable resource management and carbon neutrality in mining industry: Empirical study in China," Resources Policy, Elsevier, vol. 86(PB).
    9. Lo, Huai-Wei & Lin, Sheng-Wei, 2023. "Identifying ESG investment key indicators and selecting investment trust companies by using a Z-fuzzy-based decision-making model," Socio-Economic Planning Sciences, Elsevier, vol. 90(C).
    10. Boyu Luan & Wei Zhou & Izhar Mithal Jiskani & Zhiming Wang, 2023. "An Improved Machine Learning Approach for Optimizing Dust Concentration Estimation in Open-Pit Mines," IJERPH, MDPI, vol. 20(2), pages 1-16, January.
    11. Leng, Zhihui & Sun, Han & Cheng, Jinhua & Wang, Hai & Yao, Zhen, 2021. "China's rare earth industry technological innovation structure and driving factors: A social network analysis based on patents," Resources Policy, Elsevier, vol. 73(C).
    12. Yang, Xiao & Anser, Muhammad Khalid & Yusop, Zulkornain & Abbas, Shujaat & Khan, Muhammad Azhar & Zaman, Khalid, 2022. "Volatility in mineral resource pricing causes ecological footprints: A cloud on the horizon," Resources Policy, Elsevier, vol. 77(C).
    13. Ekaterina Blinova & Tatyana Ponomarenko & Valentin Knysh, 2022. "Analyzing the Concept of Corporate Sustainability in the Context of Sustainable Business Development in the Mining Sector with Elements of Circular Economy," Sustainability, MDPI, vol. 14(13), pages 1-30, July.
    14. Liu, Yang & Wu, Ailing & Wang, Jianda & Taghizadeh-Hesary, Farhad & Dong, Xiucheng, 2024. "Green growth in the global south: How does metallic minerals affect GTFP enhancement?," Resources Policy, Elsevier, vol. 88(C).
    15. Jinhui Chen & Izhar Mithal Jiskani & Aiguo Lin & Chaocheng Zhao & Peixing Jing & Fengjie Liu & Mingyin Lu, 2023. "A hybrid decision model and case study for comprehensive evaluation of green mine construction level," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(4), pages 3823-3842, April.
    16. Upadhyay, Saurabh, 2022. "Drivers for sustainable mining waste management – A mixed-method study on the Indian Mining Industry," Resources Policy, Elsevier, vol. 79(C).
    17. Li, Junjie & Zhang, Yueling & Yang, Yanli & Zhang, Xiaomei & Zheng, Yonghong & Qian, Qi & Tian, Yajun & Xie, Kechang, 2022. "Comparative resource-environment-economy assessment of coal- and oil-based aromatics production," Resources Policy, Elsevier, vol. 77(C).
    18. Aleksandr Rakhmangulov & Konstantin Burmistrov & Nikita Osintsev, 2022. "Selection of Open-Pit Mining and Technical System’s Sustainable Development Strategies Based on MCDM," Sustainability, MDPI, vol. 14(13), pages 1-31, June.
    19. Irfan, Muhammad & Rehman, Mubeen Abdur & Razzaq, Asif & Hao, Yu, 2023. "What derives renewable energy transition in G-7 and E-7 countries? The role of financial development and mineral markets," Energy Economics, Elsevier, vol. 121(C).
    20. Shengzhe Ruan & Yi Song & Jinhua Cheng & Cheng Zhan, 2023. "Green Eco-Innovation and Supply of Critical Metals: Evidence from China," Sustainability, MDPI, vol. 15(17), pages 1-24, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jrpoli:v:77:y:2022:i:c:s0301420722002161. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30467 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.