Warianty tytułu
Języki publikacji
Abstrakty
The key task of telecommunication systems in deep mining is to ensure safety and continuity of production. These systems, despite modern and innovative infrastructure monitoring solutions, are not free from drawbacks. The occurrence of false alarms of damage to infrastructure is the practical problem which causes many negative effects, such as increasing the cost of the current operation of the system, information overload of operators, and service errors. In this paper a method for detecting false alarms in the communication system of the copper mine is proposed, presenting some rules that provide useful knowledge extracted from the database. A variety of experiments were carried out on real data from the telecommunications system operating in the copper mine KGHM Polska Miedź S.A.(original abstract)
Rocznik
Tom
Strony
307--312
Opis fizyczny
Twórcy
autor
- Wrocław University of Economics, Poland
autor
- Wrocław University of Economics, Poland
Bibliografia
- Bramer M., Undergraduate Topics in Computer Science. Principles of Data Mining, Springer: London, 2013,pp. 121-122.
- Ding S., Model-Based Fault Diagnosis Techniques. Design Schemes, Algorithms and Tools. Springer: London, 2013, pp. 4.
- Gorunescu F., Data Mining. Concepts, Models and Techniques, Springer: Berlin, 2011, pp. 165-166.
- Karaban B., Indukcyjne drzewa decyzyjne w analizie alarmów systemu telekomunikacyjnego -Master Thesis. Wroclaw University of Economics: Wroclaw, 2013.
- Korbicz J., Kościelny J., Cholewa Z., Diagnostyka procesów. Modele. Metody sztucznej inteligencji. Zastosowania. WNT: Warsaw, 2002, pp. 11.
- Korczak J., Karaban B., " Metoda wykrywania fałszywych alarmów w systemie monitorującym sieć telekomunikacyjną kopalni", Przegląd Górniczy, vol. 70, no. 5, May 2014, pp. 108-112.
- Li Ch., Xin Zhang, Xin Liu, "Mine safety information technology in the framework of Digital Mine", Safety Science, vol. 50, April 2012, pp. 846-850.
- Morzy T., Eksploracja danych. Metody i algorytmy, PWN: Warsaw, 2013, pp. 326-327.
- Piatetsky-Shapiro G., Frawley W., Knowledge discovery in databases, The AAAI Press: Menlo Park, 1991.
- Rivas T., Paz M., Martín J. E., Matías J. M., García J. F., Taboada J., "Explaining and predicting workplace accidents using data-mining techniques", Reliability Engineering & System Safety, vol. 96, July 2011, pp. 739-747.
- Tong L., Dou Y., "Simulation study of coal mine safety investment based on system dynamics", International Journal of Mining Science and Technology, vol. 24, March 2014, pp. 201-205.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171325189