Design of Mine Ventilation Systems Based on Artificial Intelligence

Abstract:

Expert systems, or knowledge based systems, are programs in which the answer to a user-posed question is reached by logical or plausible inference rather than strictly by calculation, although calculation routines can form a major part of an expert system. Based on the integration of expert system technology and optimization technology, an intelligent computer aided design method for mine ventilation systems is proposed in this paper. Firstly, the structure and control algorithm of the intelligent design system are explored. Secondly, the knowledge types required for the mine ventilation expert system and the acquiring method of knowledge are discussed. Finally, the inference method of this expert system is put forward.

• Periodical: Applied Mechanics and Materials (Volume 614)
• Pages: 107-112
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.614.107
• Online since: September 2014
• Authors: Xiao Yu Yin*, Xian Ping Xie, Zhen Li, Jian Gong Li, Ting Jun Wang, Xing Yu Tan, Mei Wei Su, Wen Gui Luo, Chao Cui
• Keywords: Design, Expert System, Inference, Knowledge Representation, Mine Ventilation

References

[1] WANG Yingmin Aerodynamics in the mine and mine ventilation system. Beijing(1994).

[2] Steve K. Mining Engineering (1995)47(9): 838.

[3] XIE Xianping. Doctoral Dissertation. Beijing: University of Science & Technology Beijing(1997).

[4] Altman T et al. Applied Artificial Intelligence, (1988) (2): 265.

[5] Kohler J L. In: Proceedings 2nd International Conference on Innovative Mining Systems. (1986)162.

[6] Swaminathan M et al. In: Proceedings 4th US Mine Ventilation Symposium. Berkeley, USA, (1989)322.

[7] Xu Z Y et al. In: Proceedings 5th US Mine Ventilation Symposium. Morgantown, MV, USA, (1991)585.