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<p>The oil industry generates substantial amounts of drilling waste, presenting significant environmental and health challenges. Implementing circular supply chain systems for recycling this waste is crucial for promoting sustainability and reducing the industry’s ecological footprint. However, several barriers hinder the adoption of these systems. This study aims to identify and analyze the main barriers to implementing circular supply chain systems for recycling drilling waste in the oil industry using the Developed Interval Value Type-2 Fuzzy Footprint of Uncertainty. To address this issue, we employed an integrated methodology combining Zero-Sum Game Theory in Interval Type-2 Fuzzy Sets (IT2FS Game Theory) and the Developed Interval Value Type-2 Footprint of Uncertainty Fuzzy Best-Worth Method (IFOUF-BWM). The first step involved using the IFOUF-BWM method to weight the identified barriers, which allows for incorporating uncertainty and variability in expert judgments, leading to more robust results. The subsequent application of IT2FSZS Game Theory facilitated the exploration of strategic interactions among stakeholders under uncertainty. The findings of this research highlighted Technological Limitations as the most significant barrier, with a weight of 0.3198. This study provides a comprehensive framework for understanding and addressing the key obstacles to implementing circular supply chain systems in the oil industry, ultimately contributing to more sustainable practices.</p>

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Overcoming Barriers To Circular Supply Chain Implementation for Drilling Waste Recycling in the Oil Industry: A Fuzzy Game Theory Approach

  • 期刊论文

  • 发表日期：

    2026年2月21日

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  • H. R. Yazdani,
  • A. Hadi-Vencheh,
  • A. Jamshidi,
  • M. Jalali

摘要

The oil industry generates substantial amounts of drilling waste, presenting significant environmental and health challenges. Implementing circular supply chain systems for recycling this waste is crucial for promoting sustainability and reducing the industry’s ecological footprint. However, several barriers hinder the adoption of these systems. This study aims to identify and analyze the main barriers to implementing circular supply chain systems for recycling drilling waste in the oil industry using the Developed Interval Value Type-2 Fuzzy Footprint of Uncertainty. To address this issue, we employed an integrated methodology combining Zero-Sum Game Theory in Interval Type-2 Fuzzy Sets (IT2FS Game Theory) and the Developed Interval Value Type-2 Footprint of Uncertainty Fuzzy Best-Worth Method (IFOUF-BWM). The first step involved using the IFOUF-BWM method to weight the identified barriers, which allows for incorporating uncertainty and variability in expert judgments, leading to more robust results. The subsequent application of IT2FSZS Game Theory facilitated the exploration of strategic interactions among stakeholders under uncertainty. The findings of this research highlighted Technological Limitations as the most significant barrier, with a weight of 0.3198. This study provides a comprehensive framework for understanding and addressing the key obstacles to implementing circular supply chain systems in the oil industry, ultimately contributing to more sustainable practices.