Model adaptacyjnego algorytmu wspomagania decyzji w systemie utrzymania ruchu
Journal Title: Zarządzanie Przedsiębiorstwem - Year 2016, Vol 0, Issue 4
Abstract
Currently used predictive maintenance systems predict future events by monitoring residual processes using the enforced predictive model. Despite the benefits resulting from their implementation in companies (e.g. savings resulting from preventing failure), it is necessary to draw attention to the fact that such models lack flexibility in adapting to the dynamically changing values of observation vectors due to real-time readout which can provide more accurate predictions. The paper proposes a model of adaptive algorithm for maintenance decision support system which depending on the changing parameters of residual processes selects an adequate mathematical model based on predictive and informative criteria. Moreover, to produce more accurate predictions this model uses additional input data for prediction including values of residual processes as well as technical or quality-related aspects due to the extended range of observed factors that affect failure occurrence. The proposed model additionally contains a maintenance decision-related part which based on the information about actions taken by maintenance services generates a constrained optimal time interval for performing the necessary maintenance work.
Authors and Affiliations
E. Kosicka, D. Mazurkiewicz, A. Gola
Keywords
Related Articles
- EP ID EP352938
- DOI -
- Views 57
- Downloads 0
Siedmiokryterialny miernik oceny niepotokowych procesów produkcyjnych
Growing expectations of clients, who demand products adapted to their individual needs is inducing the development of batch processes. The author developed a model of batch processes rating based on the following criteri...
Zaufanie w praktyce zarządzania przedsiębiorstwem
The issue of trust is becoming increasingly important in the context of the organizations management. The increase in its importance stems from the fact that it affects, in a special way, the quality of teamwork and lea...
IDENTYFIKACJA PROBLEMÓW W PROCESIE PRODUKCJI MIESZANKI GUMOWEJ Z WYKORZYSTANIEM WYBRANYCH METOD I NARZĘDZI ZARZĄDZANIA JAKOŚCIĄ
The paper presents theoretical basis for problem identification related to the production of rubber mixture in which they were characterized methods and tools for quality management. The main aim of the paper is use of s...
Wykorzystanie narzędzi jakości do oceny jakościowej wybranego produktu
Quality tools are good instruments for the qualitative analysis of various products and services. The choice of using tools depends on the specificity of product and the kind of results that the user wants to achieve. The...
Rola specjalisty bhp w kształtowaniu psychospołecznych aspektów kultury bezpieczeństwa
Attempts undertaken to increase the security level in companies usually involve making changes in technics, organization and technology. The principal achievements can be noted in the development and operation modes of m...