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Title
Application of Markov decision process as a mathematical model of operation and maintenance process

ISSN printed: 1733-8670, ISSN on-line: 2392-0378
Landowski, Bogdan1
URI: https://repository.am.szczecin.pl/handle/123456789/283
2010-12-20 2010
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
  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.,

Title

Application of Markov decision process as a mathematical model of operation and maintenance process

Pages

12–16

Figures

1

Tables

3

ISSN printed

1733-8670

ISSN on-line

2392-0378

DOI

Type

Original scientific article

Journal

24 Scientific Journals of the Maritime University of Szczecin, no. 24 / 2010

Publisher

Scientific Journals of the Maritime University of Szczecin, Zeszyty Naukowe Akademii Morskiej w Szczecinie

Copyright Holder

Scientific Journals of the Maritime University of Szczecin, Zeszyty Naukowe Akademii Morskiej w Szczecinie

Published

2010-12-20

Recieved

2010-10-27

Accepted

2010-11-25

Funding

No data

Keywords

urban transport system, operation and maintenance process, Markov decision process

URI:

https://repository.am.szczecin.pl/handle/123456789/283

Language

English

Authors

Landowski, Bogdan1

Affiliation

1 University of Technology and Life Sciences, Machine Maintenance Department Uniwersytet Technologiczno-Przyrodniczy, Wydział Inżynierii Mechanicznej 85–791 Bydgoszcz, ul. Prof. S. Kaliskiego 7, lbogdan@mail.utp.edu.pl

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