Tunnelling and Underground Space Technology · 2024 · 13 citations · 26 references
EngineeringDecision SciencesMining EngineeringDecision AnalysisMine VentilationVentilationAuxiliary VentilationFan PerformanceFan SelectionVentilation DesignVentilation Performance EvaluationBooster Fan SelectionBooster FansExpert Systems Decision SupportFuzzy TopsisHybrid Expert SystemsIntuitionistic Fuzzy SetsMine Ventilation FansVentilation Efficiency
Expanding mining operations in goaf zones heightens gas production potential, posing challenges in maintaining adequate ventilation within development panels, consequently impacting coal production. Various strategies have been explored to enhance mine ventilation and gas drainage effectiveness. However, deficiencies persist in the proposed ventilation system for the Okaba underground coal mine, prompting this study’s necessity. Addressing these concerns, the study evaluates the feasibility of employing booster fans to mitigate the identified drawbacks. Prioritizing booster fans for airflow distribution in underground mines is a complex decision-making process, requiring an advanced expert system approach. To address this, the study proposes an intuitionistic-based fuzzy TOPSIS (IFT) method for booster fan prioritization in the Okaba mine. Results indicate that booster fan 4 (BF4) ranks highest, followed by booster fan 3 (BF3), consistent with fuzzy TOPSIS findings. Sensitivity analysis supports the predicted importance order, affirming the efficacy of the hybrid expert decision method in selecting a booster fan capable of enhancing the overall efficiency of gas drainage and ventilation systems in underground mines. This study introduces a Hybrid Expert Decision Approach that integrates IFT and traditional fuzzy TOPSIS methodologies. This hybrid approach is particularly novel because it combines the strengths of both methods to prioritize booster fans in underground coal mines.
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Krassimir Atanassov · Fuzzy Sets and Systems · 1986 · 16.2K citations · Full text
Intuitionistic Fuzzy Aggregation Operators
Zeshui Xu · IEEE Transactions on Fuzzy Systems · 2007 · 2.7K citations
Humanities, Mathematics, Logic +14
Distances between intuitionistic fuzzy sets
Eulalia Szmidt, Janusz Kacprzyk · Fuzzy Sets and Systems · 2000 · 1.6K citations
Humanities, Mathematics, Logic +6