Research on safety detection method of mining coal mining machinery transmission mechanism based on optical sensor

[1] [1] WANG, B. (2020). Current status and trend analysis of coal mine driving technology and equipment. Coal Science and Technology, 48(11), 1-11. WANG B. ( 2020 ). Current status and trend analysis of coal mine driving technology and equipment . Coal Science and Technology , 48 ( 11 ), 1 - 11 . Search in Google Scholar

[2] [2] Wu, C., Jiang, P., Ding, C., Feng, F., & Chen, T. (2019). Intelligent fault diagnosis of rotating machinery based on one-dimensional convolutional neural network. Computers in Industry, 108, 53-61. Wu C. Jiang P. Ding C. Feng F. Chen T. ( 2019 ). Intelligent fault diagnosis of rotating machinery based on one-dimensional convolutional neural network . Computers in Industry , 108 , 53 - 61 . Search in Google Scholar

[3] [3] Shenghua, Y. A. N. G., Yongchang, Z. H. O. U., & Shihong, Z. H. A. N. G. (2020). Development trend of thin coal seam mining and complete equipment technology. Coal Science and Technology, 48(3). Shenghua Y. A. N. G. Yongchang Z. H. O. U. Shihong Z. H. A. N. G. ( 2020 ). Development trend of thin coal seam mining and complete equipment technology . Coal Science and Technology , 48 ( 3 ). Search in Google Scholar

[4] [4] Qin, X., Pang, R., Zhao, X., & Li, F. (2018). Fracture failure analysis of internal teeth of ring gear used in reducer of coal mining machine. Engineering Failure Analysis, 84, 70-76. Qin X. Pang R. Zhao X. Li F. ( 2018 ). Fracture failure analysis of internal teeth of ring gear used in reducer of coal mining machine . Engineering Failure Analysis , 84 , 70 - 76 . Search in Google Scholar

[5] [5] Wang, Z., Liu, X., Gao, E., Ma, Y., & Guo, H. (2024, August). Impact of oil on driving gear of mining machine in coal mine production environments and gear material selection. In Third International Conference on Mechatronics and Mechanical Engineering (ICMME 2024) (Vol. 13220, pp. 18-24). SPIE. Wang Z. Liu X. Gao E. Ma Y. Guo H. ( 2024 , August ). Impact of oil on driving gear of mining machine in coal mine production environments and gear material selection . In Third International Conference on Mechatronics and Mechanical Engineering (ICMME 2024) (Vol. 13220 , pp. 18 - 24 ). SPIE . Search in Google Scholar

[6] [6] Zhang, R., & Zhang, Y. (2020). Dynamic model and analysis of the traction unit gear system in long wall coal shearer. Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics, 234(3), 546-567. Zhang R. Zhang Y. ( 2020 ). Dynamic model and analysis of the traction unit gear system in long wall coal shearer . Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics , 234 ( 3 ), 546 - 567 . Search in Google Scholar

[7] [7] Zhang, R., Zhang, Y., Zhu, L., & Huang, J. (2020). Fatigue failure mechanism of coal mining machine cutting gearbox housing. Journal of the Brazilian Society of Mechanical Sciences and Engineering, 42, 1-15. Zhang R. Zhang Y. Zhu L. Huang J. ( 2020 ). Fatigue failure mechanism of coal mining machine cutting gearbox housing . Journal of the Brazilian Society of Mechanical Sciences and Engineering , 42 , 1 - 15 . Search in Google Scholar

[8] [8] Zhang, R., & Zhang, Y. (2020). Dynamic characteristics for coal shearer cutting unit gearbox housing. Mechanics & Industry, 21(2), 211. Zhang R. Zhang Y. ( 2020 ). Dynamic characteristics for coal shearer cutting unit gearbox housing . Mechanics & Industry , 21 ( 2 ), 211 . Search in Google Scholar

[9] [9] Jiang, Y., Zhang, X., Zhang, C., Li, Z., & Sheng, C. (2017). Progress on fault mechanisms for gear transmissions in coal cutting machines: from macro to nano models. Journal of Nanoscience and Nanotechnology, 17(4), 2274-2284. Jiang Y. Zhang X. Zhang C. Li Z. Sheng C. ( 2017 ). Progress on fault mechanisms for gear transmissions in coal cutting machines: from macro to nano models . Journal of Nanoscience and Nanotechnology , 17 ( 4 ), 2274 - 2284 . Search in Google Scholar

[10] [10] Li, Z., & Peng, Z. (2016). Nonlinear dynamic response of a multi-degree of freedom gear system dynamic model coupled with tooth surface characters: a case study on coal cutters. Nonlinear Dynamics, 84, 271-286. Li Z. Peng Z. ( 2016 ). Nonlinear dynamic response of a multi-degree of freedom gear system dynamic model coupled with tooth surface characters: a case study on coal cutters . Nonlinear Dynamics , 84 , 271 - 286 . Search in Google Scholar

[11] [11] Wan, Z., Zheng, J., Li, J., & Man, Z. (2021). Fault feature analysis of gear tooth spalling based on dynamic simulation and experiments. Materials, 14(20), 6053. Wan Z. Zheng J. Li J. Man Z. ( 2021 ). Fault feature analysis of gear tooth spalling based on dynamic simulation and experiments . Materials , 14 ( 20 ), 6053 . Search in Google Scholar

[12] [12] Luo, Y., Baddour, N., & Liang, M. (2019). Dynamical modeling and experimental validation for tooth pitting and spalling in spur gears. Mechanical Systems and Signal Processing, 119, 155-181. Luo Y. Baddour N. Liang M. ( 2019 ). Dynamical modeling and experimental validation for tooth pitting and spalling in spur gears . Mechanical Systems and Signal Processing , 119 , 155 - 181 . Search in Google Scholar

[13] [13] Huangfu, Y., Dong, X., Chen, K., Tu, G., Long, X., & Peng, Z. (2022). A tribo-dynamic based pitting evolution model of planetary gear sets: A topographical updating approach. International Journal of Mechanical Sciences, 220, 107157. Huangfu Y. Dong X. Chen K. Tu G. Long X. Peng Z. ( 2022 ). A tribo-dynamic based pitting evolution model of planetary gear sets: A topographical updating approach . International Journal of Mechanical Sciences , 220 , 107157 . Search in Google Scholar

[14] [14] Sheng, L., Li, W., Ye, G., & Feng, K. (2022). Nonlinear dynamic analysis of gear system in shearer cutting section under wear failure. Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics, 236(1), 99-112. Sheng L. Li W. Ye G. Feng K. ( 2022 ). Nonlinear dynamic analysis of gear system in shearer cutting section under wear failure . Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics , 236 ( 1 ), 99 - 112 . Search in Google Scholar

[15] [15] Yang, Y., Hu, N., Tang, J., Hu, J., Zhang, L., & Cheng, Z. (2021). Dynamic analysis for a spur geared rotor system with tooth tip chipping based on an improved time-varying mesh stiffness model. Mechanism and Machine Theory, 165, 104435. Yang Y. Hu N. Tang J. Hu J. Zhang L. Cheng Z. ( 2021 ). Dynamic analysis for a spur geared rotor system with tooth tip chipping based on an improved time-varying mesh stiffness model . Mechanism and Machine Theory , 165 , 104435 . Search in Google Scholar

[16] [16] Sun, Z., Tang, J., Chen, S., Li, H., Tao, X., & Hu, Z. (2023). Dynamical modeling and characteristics analysis of tooth spalling in gear system with weight reduction structure. Mechanism and Machine Theory, 189, 105429. Sun Z. Tang J. Chen S. Li H. Tao X. Hu Z. ( 2023 ). Dynamical modeling and characteristics analysis of tooth spalling in gear system with weight reduction structure . Mechanism and Machine Theory , 189 , 105429 . Search in Google Scholar

[17] [17] Tripathy, D. P., & Ala, C. K. (2018). Identification of safety hazards in Indian underground coal mines. Journal of Sustainable Mining, 17(4), 175-183. Tripathy D. P. Ala C. K. ( 2018 ). Identification of safety hazards in Indian underground coal mines . Journal of Sustainable Mining , 17 ( 4 ), 175 - 183 . Search in Google Scholar

[18] [18] Duarte, J., Rodrigues, F., & Castelo Branco, J. (2022). Sensing technology applications in the mining industry—a systematic review. International Journal of Environmental Research and Public Health, 19(4), 2334. Duarte J. Rodrigues F. Castelo Branco J. ( 2022 ). Sensing technology applications in the mining industry—a systematic review . International Journal of Environmental Research and Public Health , 19 ( 4 ), 2334 . Search in Google Scholar

[19] [19] Szrek, J., Jakubiak, J., & Zimroz, R. (2022). A mobile robot-based system for automatic inspection of belt conveyors in mining industry. Energies, 15(1), 327. Szrek J. Jakubiak J. Zimroz R. ( 2022 ). A mobile robot-based system for automatic inspection of belt conveyors in mining industry . Energies , 15 ( 1 ), 327 . Search in Google Scholar

[20] [20] P Sreeraj, B Balaji, Arya Paul & P A Francis. (2024). A probabilistic forecast for multi-year ENSO using Bayesian convolutional neural network. Environmental Research Letters(12),124023-124023. Sreeraj P Balaji B Paul Arya Francis P A ( 2024 ). A probabilistic forecast for multi-year ENSO using Bayesian convolutional neural network . Environmental Research Letters ( 12 ), 124023 - 124023 . Search in Google Scholar

[21] [21] Lu Zhang, Junyao Xie, Qingqing Xu, Charles Robert Koch & Stevan Dubljevic. (2025). Physics-informed neural networks for state reconstruction of hydrogen energy transportation systems. Computers and Chemical Engineering108898-108898. Zhang Lu Xie Junyao Xu Qingqing Koch Charles Robert Dubljevic Stevan ( 2025 ). Physics-informed neural networks for state reconstruction of hydrogen energy transportation systems . Computers and Chemical Engineering 108898 - 108898 . Search in Google Scholar

[22] [22] Atashgar Karim & Boush Mahnaz. (2024). A convolutional neural network to identify the change point of a multistage process profile with cascade property. International Journal of Quality & Reliability Management(9),2232-2248. Karim Atashgar Mahnaz Boush ( 2024 ). A convolutional neural network to identify the change point of a multistage process profile with cascade property . International Journal of Quality & Reliability Management ( 9 ), 2232 - 2248 . Search in Google Scholar