Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
An Information System Supporting the Eliciting of Expert Knowledge for Successful IT Projects Read chapter Read first chapter

2018 | OriginalPaper | Chapter

The Research on Method of Prediction Mine Earthquake Based on the Information Entropy Principle

Authors : Baoxin Jia, Linli Zhou, Yishan Pan, Chengfang Yang, Zhiyong Li

Published in: Information and Software Technologies

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Earthquake prediction is researched by using the information entropy principle, which provides that magnitude distribution model is not in conformity with G-R or fractal index model, and the reason that the mine earthquake magnitudes obey a certain probability distribution is explained. It is presented to calculate the corresponding information entropy taking advantage of existing mine earthquake measuring results, therefore, the occurrence of mine earthquake is forecasted according to calculation result of entropy. The mine earthquake takes place easily when entropy reduces. Forecast method is tested by the monitoring data of mine earthquake, and the result shows that the method is feasible. Our results provide a kind of effective method of mine earthquake statistical distribution modeling and information entropy prediction of mine earthquake.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter The Impact of the Cost Function on the Operation of the Intelligent Agent in 2D Games
next chapter Automated Design Thinking Oriented on Innovatively Personified Projects
Literature
1.
Pan, Y.-S.: Study on the occurrence and damage law of mine earthquake. Post doctoral report, Institute of geology, China Earthquake Administration, Beijing (2003)
2.
Pan, Y.-S., Zhao, Y,-F., Guan, F.-H., et al.: Study on rockburst monitoring and orientation system and its application. Chin. J. Rock Mechan. Eng. 26(5), 1002–1012 (2007)
3.
Lu, C.-P., Dou, L.-M., Wu, X.-R., et al.: Experimental and empirical research on frequency-spectrum evolvement rule of rockburst precursory microseismic signals of coal-rock. Chin. J. Rock Mech. Eng. 27(3), 519–525 (2008)
4.
Jiang, F.-X., Yang, S.-H., Cheng, Y,-H., et al.: A study on microseismic monitoring of rock burst in coal mine. Chin. J. Geophys. 49(5), 1511–1516 (2006)CrossRef
5.
Jiang, H.-K., Diao, S.-Z.: A preliminary study on the relationship between the fractal dimension D and the b value of seismicity model with fractal structure. Acta Seismol. Sin. 17(4), 524–527 (1995)
6.
Qu, S.-X.: Relationship between fractal dimension and entropy. Chin. J. High Press. Phys. 7(2), 127–131 (1993)
7.
Singh, C., Singh, A., Chadha, R.-K.: Fractal and B mapping in eastern Himalaya and southern Tibet. World Earthq. Ser. 3, 15–20 (2010)
8.
Li, Y.-H., Liu, J.-P., Zhao, X.-D., et al.: Study on b-value and fractal dimension of acoustic emission during rock failure process. Rock Soil Mech. 30(9), 2559–2564 (2009)
9.
Xie, H.-P., Gao, F., Zhou, H.-W., et al.: Fractal study on fracture and fragmentation of rock. J. Disaster Prev. Mitig. Eng. 23(4), 1–9 (2003)
10.
Deng, G.-Z., Zhu, W.-S.: Basic characteristics of nonlinear unloading and entropy change of rock mass. J. Xi’an Min. Inst. 17(4), 332–335 (1997)MathSciNet
11.
Su, R.-K.: Statistical Physics. Higher Education Press, Beijing (2004)
12.
Yang, Z.-R.: Quantum Statistical Physics. Higher Education Press, Beijing (2007)
13.
Zhu, X.-L.: Applied Information Theory. Tsinghua University Press, Beijing (2000)
14.
Fu, Z.-Y.: Information Theory Basic Theory and Application. Electronic Industry Press, Beijing (2006)
15.
Miyano, H.: Identification model based on the maximum information entropy principle. J. Math. Psychol. 45(1), 27–42 (2001)MathSciNetCrossRef
16.
Qiao, W.-P., Wang, Y.-Q.: Information entropy and error distribution fanction. Phys. Eng. 13(1), 26–28 (2003)MathSciNet
17.
Feng, S.-Y.: Information entropy and maximum entropy principle. Water Power Sci. Technol. 22(3), 24–29 (1995)
18.
Feng, L.-H.: The maximum entropy principle and the relation between earthquake frequency and magnitude. Seismol. Geol. 25(2), 260–265 (2003)
19.
Cheng, E.-L., Zhang, M.-F.: The application of the maximum entropy principle in the earthquake recurrence relation. J. Seismol. Res. 10(2), 139–144 (1987)
20.
Xu, C.-H., Ren, Q.-W., Li, R.: Entropy catastrophe criterion of surrounding rock stability. Chin. J. Rock Mech. Eng. 23(12), 1992–1995 (2004)
21.
Wang, H.-T., Zhu, L.-R., Yang, M.-J., et al.: Information entropy analysis of seismic precursor observation data. Earthquake 5, 13–18 (1991)
Metadata
Title
The Research on Method of Prediction Mine Earthquake Based on the Information Entropy Principle
Authors
Baoxin Jia
Linli Zhou
Yishan Pan
Chengfang Yang
Zhiyong Li
Copyright Year
2018
Book
Information and Software Technologies

Print ISBN: 978-3-319-99971-5

Electronic ISBN: 978-3-319-99972-2

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-99972-2_24

Premium Partner

    Image Credits