Evaluation of Excavation Ergonomics of Drill and Blast Method Based on Game Theory G2-EW-TOPSIS Model
Source abstract
Abstract
The demand for tunnel construction continues to grow by leaps and bounds. Therefore, tunnel mechanization construction is receiving more and more attention for improving excavation ergonomics. To enhance the scientific and comprehensive evaluation results of tunnel drilling and blasting method excavation ergonomics, a set of evaluation methods of tunnel drilling and blasting method excavation ergonomics based on the game theory G2-EW-TOPSIS model is proposed. From the three dimensions of drilling efficiency, construction process duration, and synergistic influence factors, a tunnel drilling and blasting construction ergonomics evaluation index system consisting of 11 indicators such as perimeter hole drilling efficiency, drilling duration, construction quality, and comprehensive cost is constructed. The subjective and objective weights of evaluation indicators are calculated by using the improved sequential relationship analysis method (G2 method) and entropy weight method, respectively, and the combination weights are carried out by using game theory method (GTM) with the Nash equilibrium as the goal. The indices are classified into five grades: excellent (I), good (II), average (III), rather poor (IV), and poor (V), according to the daily tunnel construction. The excavation ergonomics index to be evaluated is calculated using the combined weights, and the comprehensive evaluation index of excavation ergonomics to be evaluated is calculated using the technique for order preference by similarity to an ideal solution (TOPSIS). The proposed rating model was used to analyze the excavation ergonomics of the Shangtianling Tunnel in the Chizhou–Huangshan High-Speed Railway using jumbo drills (JD) and drilling machines (DM) in large- and small-mileage construction, respectively, and to obtain the excavation ergonomics rating and comprehensive evaluation rating of each evaluation object. The research results show that the established excavation ergonomics evaluation model can effectively identify the main factors affecting the excavation ergonomics of the drill and blast method, and has a certain reference value.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Occupational Health and Safety Research · Tunneling and Rock Mechanics
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Resources and Safety Engineering, Central South University, Changsha 410083, China
Road & Bridge North China Engineering Co., Ltd., Beijing 101100, China
Funding
Initiation fund for postdoctoral research of Central South University
References (60)
Show source-provided references
1. A digital twin approach for tunnel construction safety early warning and management10.1016/j.compind.2022.103783 ↗
2. Coupling Analysis of Tunnel Construction Risk in Complex Geology and Construction Factors10.1061/(ASCE)CO.1943-7862.0002360 ↗
3. Liu, P., Wang, Y., Han, T., Xu, J., and Li, Q. (2022). Safety Evaluation of Subway Tunnel Construction under Extreme Rainfall Weather Conditions Based on Combination Weighting-Set Pair Analysis Model. Sustainability, 14.10.3390/su14169886 ↗
4. Structural Safety Evaluation of Tunnel Based on the Dynamic Monitoring Data during Construction10.1155/2021/6680675 ↗
5. A Case Study on the Construction Optimization Decision Scheme of Urban Subway Tunnel Based on the TOPSIS Method10.1007/s12205-020-1290-9 ↗
6. Impact of Orthogonal Undercrossing Newly-built tunnel Adjacent Construction on the Safety of Existing Municipal Tunnel
7. Probabilistic assessment of tunnel construction performance based on data10.1016/j.tust.2013.02.006 ↗
8. Risk Assessment of Tunnel Portals in the Construction Stage Based on Fuzzy Analytic Hierarchy Process10.2478/ace-2018-0045 ↗
9. Huang, M., Song, Y., Zhang, X., and Sun, T. (2022). Experimental Study and Engineering Application of the Spatial Reticulated Grid Bolt-Shotcrete Support Structure for Excavation Tunnels. Appl. Sci., 12.10.3390/app12178506 ↗
10. Huang, M., Song, Y., and Zhang, X. (2022). Research and Application of a Prefabricated Spatial Reticulated Shell Support System for Large Cross-Section Tunnel in a Complex Urban Environment. Appl. Sci., 12.10.3390/app12105058 ↗
11. Study on the construction deformation of a slotted shield in loess tunnels with different buried depths and large sections10.3389/feart.2022.1075928 ↗
12. The mechanized supporting system in tunnelling operations10.1016/j.tust.2021.103929 ↗
13. A Hybrid MCDM Approach Based on ANP and TOPSIS for Facility Layout Selection
14. Evaluation and analysis of comprehensive performance of a brake pedal based on an improved analytic hierarchy process10.1177/0954407020987735 ↗
15. Decision Making Method of Process Parameters Based on TOPSIS Model with Combination Weight
16. Improving the practical application of the Delphi method in group-based judgment: A six-step prescription for a well-founded and defensible process10.1016/j.techfore.2019.07.002 ↗
17. Effectiveness of Entropy Weight Method in Decision-Making
18. Krishnan, A.R., Kasim, M.M., Hamid, R., and Ghazali, M.F. (2021). A Modified CRITIC Method to Estimate the Objective Weights of Decision Criteria. Symmetry, 13.10.3390/sym13060973 ↗
19. Improved tests for the equality of normal coefficients of variation10.1007/s00180-013-0445-2 ↗
20. Sun, J., Fan, R., and Yang, Z. (2022). An Evolutionary Game Analysis of Periodical Fluctuation in Food Safety Supervision. Mathematics, 10.10.3390/math10081326 ↗
21. Cao, B., Zhang, Q., and Cao, M. (2022). Optimizing Hybrid-Channel Supply Chains with Promotional Effort and Differential Product Quality: A Game-Theoretic Analysis. Mathematics, 10.10.3390/math10111798 ↗
22. Zhang, H., and Georgescu, P. (2022). Sustainable Organic Farming, Food Safety and Pest Management: An Evolutionary Game Analysis. Mathematics, 10.10.3390/math10132269 ↗
23. A Game-Theoretical Approach for User Allocation in Edge Computing Environment10.1109/TPDS.2019.2938944 ↗
24. Distributed Recurrent Neural Networks for Cooperative Control of Manipulators: A Game-Theoretic Perspective10.1109/TNNLS.2016.2516565 ↗
25. Jamming Attacks on Remote State Estimation in Cyber-Physical Systems: A Game-Theoretic Approach10.1109/TAC.2015.2461851 ↗
26. Opportunistic Spectrum Access in Cognitive Radio Networks: Global Optimization Using Local Interaction Games10.1109/JSTSP.2011.2176916 ↗
27. Resilient Control of Networked Control System Under DoS Attacks: A Unified Game Approach10.1109/TII.2016.2542208 ↗
28. A system dynamics model based on evolutionary game theory for green supply chain management diffusion among Chinese manufacturers10.1016/j.jclepro.2014.05.076 ↗
29. Energy Management for Joint Operation of CHP and PV Prosumers Inside a Grid-Connected Microgrid: A Game Theoretic Approach10.1109/TII.2016.2578184 ↗
30. Supply chain coordination through cooperative advertising with reference price effect10.1016/j.omega.2012.03.009 ↗
31. Cooperative Game Theory Solution to Design Liability Assignment Issues in BIM Projects10.1061/(ASCE)CO.1943-7862.0002117 ↗
32. Current Applications of Game Theory in Construction Engineering and Management Research: A Social Network Analysis Approach10.1061/(ASCE)CO.1943-7862.0002085 ↗
33. DEA Game Cross-Efficiency Model to Urban Public Infrastructure Investment Comprehensive Efficiency of China
34. Effectiveness research on the multi-player evolutionary game of coal-mine safety regulation in China based on system dynamics10.1016/j.ssci.2018.07.014 ↗
35. Development of TOPSIS Method to Solve Complicated Decision-Making Problems: An Overview on Developments from 2000 to 201510.1142/S0219622016300019 ↗
36. Causes of Delay in the Construction Projects of Subway Tunnel10.1155/2020/8883683 ↗
37. Construction Technology of Micro Bench Cut Method for Weak Rock Tunnel with High In-situ Stress10.1007/s10706-021-01971-0 ↗
38. Optimization Analysis of Construction Scheme For Large-Span Highway Tunnel Under Complex Conditions10.2478/ace-2018-0044 ↗
39. Prediction of duration and construction cost of road tunnels using Gaussian process regression
40. Scientific problems and research proposals for Sichuan-Tibet railway tunnel construction10.1016/j.undsp.2021.10.002 ↗
41. Study on Excavation Sequence of Pilot Tunnels for a Rectangular Tunnel Using Numerical Simulation and Field Monitoring Method10.1007/s00603-022-02814-x ↗
42. Utilities tunnel’s finance design for the process of construction and operation10.1016/j.tust.2017.06.005 ↗
43. Quality in tunnelling: ITA-AITES Working Group 16 Final Report10.1016/j.tust.2004.01.002 ↗
44. Guo, Y.J. (2007). Comprehensive Evaluation Theory, Methods and Applications, Science Press. (In Chinese).
45. Improved Symmetry Measures of Simplified Neutrosophic Sets and Their Decision-Making Method Based on a Sine Entropy Weight Model10.3390/sym10060225 ↗
46. An Improved Uncertainty Measure Theory Based on Game Theory Weighting10.1155/2019/3893129 ↗
47. Evaluating Reputation Management Schemes of Internet of Vehicles Based on Evolutionary Game Theory10.1109/TVT.2019.2910217 ↗
48. The usefulness of game theory as a method for policy evaluation10.1177/1356389013516052 ↗
49. Comprehensive Evaluation Model of Coal Mine Safety under the Combination of Game Theory and TOPSIS10.1155/2022/5623282 ↗
50. Effects of the entropy weight on TOPSIS10.1016/j.eswa.2020.114186 ↗
51. Ranking the Alternatives With a Modified TOPSIS Method in Multiple Attribute Decision Making Problems10.1109/TEM.2019.2933593 ↗
52. Selection of an Optimal Maintenance Strategy Under Uncertain Conditions: An Interval Type-2 Fuzzy AHP-TOPSIS Method10.1109/TEM.2020.2977141 ↗
53. Suitability evaluation system for the shallow geothermal energy implementation in region by Entropy Weight Method and TOPSIS method10.1016/j.renene.2021.11.112 ↗
54. Development and Application of Mechanized Matching Equipment for High-Speed Railway Tunnel Construction (Conference Paper)10.1016/j.promfg.2019.02.308 ↗
55. Numerical Investigation of the Horseshoe Tunnels Structural Behavior10.1007/s40098-022-00618-y ↗
56. Comparison of Tri-arm Rock Drilling Jumbo and Hand Rock Breaker in Daxiangling Tunnel Application
57. Application of Triple-boom Rock Drilling Jumbo to Weak Surrounding Rock Construction of Zhengzhou-Wanzhou High-speed Railway Tunnel
58. Ju, W., Wu, J., Kang, Q., Jiang, J., and Xing, Z. (2022). Fire Risk Assessment of Subway Stations Based on Combination Weighting of Game Theory and TOPSIS Method. Sustainability, 14.10.3390/su14127275 ↗
59. Assessment of contour profile quality in D&B tunnelling10.1016/j.tust.2018.02.007 ↗
60. Risk evaluation in tunneling excavation methods10.1590/0370-44672017710115 ↗