Evaluation of vehicle fleet maintenance management indicators by application of DEMATEL and ANP

An integrated econometric model for bus replacement and determination of reserve fleet size based on predictive maintenance

“…Using neural network models, they model the behavior of an historic data series without requiring a priori information about the series, by generating a synthetic time series adaptable to time series. Some cases of use of neural networks and stochastic models are reported in [1,4,15,24,26,27,33,35,37,50,54]. Araújo and Bezerra [4] demonstrate the feasibility of a component that implements a stochastic decision support model to integrate with corporate information systems, thus contributing to the efficiency and effectiveness of the decision-making process.…”

“…Other authors suggest the coordination of maintenance scheduling for the transportation fleets of many branches of a logistic service provider [27], the identification techniques of linear and nonlinear time series [33], the evaluation of vehicle fleet maintenance management indicators [50], and a chaotic time series prediction based on neural networks [54]. For work on neural networks, [15] and [26] are good references.…”

Influence of the maintenance management with a comprehensive approach on the efficient and rational operation of vehicle fleets

“…Pošto vozila tokom obavljanja transportnih zadataka dolaze pod uticaj velikog broja spoljašnjih faktora okruženja, ali isto tako i deluju na životnu sredinu, za efikasno upravljanje održavanjem voznih parkova neophodno je integrisano posmatrati proces održava-nja, primarni transportni proces i njihovo okruženje [12].…”

“…Autori rada [12] navode da postoji međuzavisnost između procesa održavanja, transportnog procesa i okruženja, usled čega je neophodno integrisano posmatrati navedene tri oblasti prilikom upravljanja održavanjem voznih parkova kako bi se povećala energetska efikasnost voznih parkova.…”

Study of criteria for evaluation of transportation with intermodal transport

“…The Decision Making Trial and Evaluation Laboratory (DEMATEL) methodology has been used by various researchers to solve problems in different areas and to analyse interrelationships among criteria. The DEMATEL method has been applied in transport to evaluate criteria for maritime transport [10]; for vehicle fleet maintenance management [11]; for tourism marketing [12]; in supply chain management [13]. The DEMATEL approach has been applied in [14], where thirteen criteria are defined in order to study the influential criteria of carbon management in green supply chain.…”