Estimation of Acceptable Cost Tolerance Limits in Uncertainty Environments Using Monte Carlo Simulation

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Auteur principal: Victor J Jiménez
Format: Artículo científico
Langue:en
Publié: Universidad del Valle 2022
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author Victor J Jiménez
author_facet Victor J Jiménez
contents Estimation of Acceptable Cost Tolerance Limits in Uncertainty Environments Using Monte Carlo Simulation Victor J Jiménez Ingeniería Transport Uncertainty Activity Based Costing Monte Carlo Simulation Due to the uncertainty in production processes, organizations must establish when a variation in cost with respect to a reference estimate is considered acceptable and when corrective, preventive or improvement actions must be taken. Considering tolerable values generates the idea that the cost is not a deterministic parameter, but that it can oscillate in a defined range, so that the estimates that belong to said range are considered normal and those that are outside generate intervention measures by part of decision makers. This paper presents a methodology that allows establishing the tolerance interval. The methodology uses an activity-based costing matrix model that incorporates Monte Carlo simulation to represent the inherent variability in each of the processes. The methodology was applied in a case study in the transportation sector, obtaining as a result the range of control values, which serves as the basis for making tactical and operational decisions within the organization. 2022 artículo científico 0123-3033 https://www.redalyc.org/articulo.oa?id=291374362014 https://www.redalyc.org/journal/2913/291374362014/ https://www.redalyc.org/journal/2913/291374362014/html/ https://www.redalyc.org/journal/2913/291374362014/291374362014.epub https://www.redalyc.org/journal/2913/291374362014/movil 10.25100/iyc.v24i2.11551 en http://www.redalyc.org/revista.oa?id=2913 Ingeniería y Competitividad application/pdf Universidad del Valle Ingeniería y Competitividad (Colombia) Num.2 Vol.24
format Artículo científico
id redalyc_291374362014
institution Redalyc
language en
publishDate 2022
publisher Universidad del Valle
spellingShingle Estimation of Acceptable Cost Tolerance Limits in Uncertainty Environments Using Monte Carlo Simulation
Victor J Jiménez
Ingeniería
Transport
Uncertainty
Activity Based Costing
Monte Carlo Simulation
Estimation of Acceptable Cost Tolerance Limits in Uncertainty Environments Using Monte Carlo Simulation Victor J Jiménez Ingeniería Transport Uncertainty Activity Based Costing Monte Carlo Simulation Due to the uncertainty in production processes, organizations must establish when a variation in cost with respect to a reference estimate is considered acceptable and when corrective, preventive or improvement actions must be taken. Considering tolerable values generates the idea that the cost is not a deterministic parameter, but that it can oscillate in a defined range, so that the estimates that belong to said range are considered normal and those that are outside generate intervention measures by part of decision makers. This paper presents a methodology that allows establishing the tolerance interval. The methodology uses an activity-based costing matrix model that incorporates Monte Carlo simulation to represent the inherent variability in each of the processes. The methodology was applied in a case study in the transportation sector, obtaining as a result the range of control values, which serves as the basis for making tactical and operational decisions within the organization. 2022 artículo científico 0123-3033 https://www.redalyc.org/articulo.oa?id=291374362014 https://www.redalyc.org/journal/2913/291374362014/ https://www.redalyc.org/journal/2913/291374362014/html/ https://www.redalyc.org/journal/2913/291374362014/291374362014.epub https://www.redalyc.org/journal/2913/291374362014/movil 10.25100/iyc.v24i2.11551 en http://www.redalyc.org/revista.oa?id=2913 Ingeniería y Competitividad application/pdf Universidad del Valle Ingeniería y Competitividad (Colombia) Num.2 Vol.24
title Estimation of Acceptable Cost Tolerance Limits in Uncertainty Environments Using Monte Carlo Simulation
topic Ingeniería
Transport
Uncertainty
Activity Based Costing
Monte Carlo Simulation
url https://www.redalyc.org/articulo.oa?id=291374362014
https://www.redalyc.org/journal/2913/291374362014/
https://www.redalyc.org/journal/2913/291374362014/html/
https://www.redalyc.org/journal/2913/291374362014/291374362014.epub
https://www.redalyc.org/journal/2913/291374362014/movil