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Author Landowski, Bogdan
Affiliation University of Technology and Life Sciences, Machine Maintenance Department Uniwersytet Technologiczno-Przyrodniczy, Wydział Inżynierii Mechanicznej 85–791 Bydgoszcz, ul. Prof. S. Kaliskiego 7
E-mail lbogdan@mail.utp.edu.pl
ISSN printed 1733-8670
URI https://repository.am.szczecin.pl/handle/123456789/283
Abstract This paper presents an example of applying Markov decision process to model and analyse the bus operation and maintenance process within an urban transport system and to forecast the influence of the operation and maintenance strategies realised for the technical objects on the transport system behaviour. Setting the values of the indices describing the process under the analysis is performed on the basis of a computerised simulation of the Markov decision process, being a mathematical model of the technical objects operation and maintenance process. In order to simulate the operation and maintenance process (Markov decision process) and to evaluate the influence of the decisions being made on the course and effectiveness of the process being realised within the study object a simulation algorithm has been elaborated and a computer calculation program has been written. The model presented herein has been created in such a way to assure that it shall be possible to use it in as extensive as possible class of the problems regarding the operation and maintenance of the technical objects
Pages 12–16
Publisher Scientific Journals of the Maritime University of Szczecin, Zeszyty Naukowe Akademii Morskiej w Szczecinie
Keywords urban transport system
Keywords operation and maintenance process
Keywords Markov decision process
Title Application of Markov decision process as a mathematical model of operation and maintenance process
Type Original scientific article
References
  1. LANDOWSKI B., WOROPAY M., PERCZYŃSKI D.: Method of supporting the decision makers in the control process of a transport system operation. Systems Research Institute of the Polish Academy of Sciences, Warsaw 2004.
  2. LANDOWSKI B.: Method of determination values of the chosen decision variables to control rationally the operation and maintenance process in the transport system [doctoral thesis]. Academy of Technology and Agriculture, Bydgoszcz 1999.
  3. LANDOWSKI B.: Operation and maintenance model of a cer-tain class of the technical objects. Scientific Journals, 2000, 229, Mechanics 48.
  4. WOROPAY M., LANDOWSKI B., NEUBAUER A.: Simulation of the method to optimise the operation and maintenance process of the buses in an urban transport system. Interna-tional Scientific Conference “Transport of the 21st Cen-tury”, section 5, Warsaw 2004.
  5. WOROPAY M., LANDOWSKI B., NEUBAUER A.: Using semi- -Markov decision processes to model and simulate a bus operation and maintenance process. Scientific Publication of the Polish Scientific Association of Automotive Engi-neering, Archive of Automotive Engineering, 2004, 7, 1.
  6. LANDOWSKI B., WOROPAY M., NEUBAUER A.: Controlling reliability in the transport systems. Library of Maintenance Problems. Maintenance Technology Institute, Bydgoszcz–Radom 2004.
  7. WOROPAY M., GRABSKI F., LANDOWSKI B.: Semi-Markov model of the vehicle operation and maintenance processes within an urban transport system. Scientific Publication of the Polish Scientific Association of Automotive Engi-neering, Archive of Automotive Engineering, 2004, 7, 3.
ISSN on-line 2392-0378
Language English
Funding No data
Figures 1
Tables 3
Published 2010-12-20
Accepted 2010-11-25
Recieved 2010-10-27


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