Title :
Stochastic total cost of ownership forecasting for innovative urban transport systems
Author :
Goehlich, D. ; Spangenberg, F. ; Kunith, A.
Author_Institution :
Dept. of Product Dev. Methods & Mechatron., Tech. Univ. of Berlin, Berlin, Germany
Abstract :
This paper presents a financial forecasting method for innovative urban transport systems. The Monte Carlo simulation accounts for future uncertainties such as technology-related and market risks. The method is based on a total cost of ownership (TCO) approach and exemplary results are shown for the introduction of an innovative electric bus system in the city of Berlin. The input parameters are stochastically modeled including future adverse events as well as favorable scenarios for the years 2013, 2020 and 2030. In contrast to determined future scenarios which provide only discrete results, the probability distribution of future system TCO is assessed. The simulation reveals when alternative technologies reach the TCO break-even. The results can be used to derive a technology roadmap. Furthermore, using a suitable visualization the decision-making process for complex investments typical for technology changes (e. g. replacement of a complete bus fleet) is supported.
Keywords :
Monte Carlo methods; innovation management; statistical distributions; transportation; Monte Carlo simulation; complex investments; decision making process; financial forecasting method; innovative electric bus system; innovative urban transport systems; market risks; ownership forecasting; probability distribution; stochastic total cost; suitable visualization; technology changes; technology roadmap; Batteries; Cost accounting; Electricity; Investment; Predictive models; Stochastic processes; Uncertainty; Monte Carlo simulation; TCO; evaluation of innovative bus systems; forecasting method; stochastic model;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2013 IEEE International Conference on
Conference_Location :
Bangkok
DOI :
10.1109/IEEM.2013.6962529