Risk analysis in engineering projects: using PERT/CPM with simulations

Authors

  • Walter Roberto Vergara Universidad Nacional de Ingenieria - UNI - PERU / Universidade Federal de Santa Catarina (UFSC)
  • Renata Tais Teixeira Universidade Federal da Grande Dourados
  • Juliana Suemi Yamanari Universidade de São Paulo

DOI:

https://doi.org/10.5585/exactaep.v15n1.6779

Keywords:

Monte Carlo. PERT / CPM. Project management. Risk and uncertainty.

Abstract

PERT/CPM is a tool used in project management that allows the planning, scheduling, and coordination of activities for controlling time and cost. Monte Carlo simulation is a process based on samples of random numbers that assists in decision-making under conditions of risk and uncertainty. This study aims to analyze the restrictions in the construction sector, such as financial budgets and time. Through this analysis, the critical path is determined by the PERT/CPM tool, allowing the acceleration of project activities without exceeding the initial investment. The Monte Carlo simulation allowed carrying out a probabilistic analysis to quantify the inherent sensitivity in project completion and to have a more realistic view of future scenarios. The study was carried out at a construction company that furnished the data for its analysis and application.

Downloads

Download data is not yet available.

Author Biographies

Walter Roberto Vergara, Universidad Nacional de Ingenieria - UNI - PERU / Universidade Federal de Santa Catarina (UFSC)

Engenheiro Industrial formado pela Universidad Nacional de Ingenieria (Lima-Perú), ano 1977. Especialização em Economia - Métodos Quantitativos da Economia, Convênio entre a Universidad Nacional Maior de San Marcos (Lima - Peru), Instituto Nacional de Estatística (Lima - Peru) e o CIENES (Chile), ano 1985. Mestrado em Engenharia de Produção com ênfase em ciências cognitivas, inteligência artificial e ergonomia (UFSC), ano 1989 1990. Doutorado em Engenharia de Produção pela Universidade Federal de Santa Catarina (UFSC), ano 1991-1995. Aperfeiçoamento em Ergonomia e Inteligência Artificial no Conservatoire de Arts et Metiers (Paris-França) e no Institute for Systems Engineering and Informatics (ISPRA) - Commission of the European Communities, Varesse, Itália, ano 1992.

Renata Tais Teixeira, Universidade Federal da Grande Dourados

Aluna de graduação do curso de Engenharia de Produção da UFGD.

Juliana Suemi Yamanari, Universidade de São Paulo

Aluna de mestrado de Engenharia de Produção da Escola de Engenharia de São Carlos - EESC/USP.

Published

2017-03-27

How to Cite

Vergara, W. R., Teixeira, R. T., & Yamanari, J. S. (2017). Risk analysis in engineering projects: using PERT/CPM with simulations. Exacta, 15(1), 74–88. https://doi.org/10.5585/exactaep.v15n1.6779

Most read articles by the same author(s)