A Variable Neighborhood Search Algorithm for the Long-term Preventive Maintenance Scheduling Problem

Roberto D. Aquino; Jonatas B. C. Chagas; Marcone J. F. Souza

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Paper

A Variable Neighborhood Search Algorithm for the Long-term Preventive Maintenance Scheduling Problem

Topics: Industrial Applications of Artificial Intelligence; Operational Research; Problem Solving; Scheduling and Planning

In Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 1: ICEIS, 303-310, 2018 , Funchal, Madeira, Portugal

Authors: Roberto D. Aquino ; Jonatas B. C. Chagas and Marcone J. F. Souza

Affiliation: Universidade Federal de Ouro Preto, Brazil

Keyword(s): Long-term Maintenance Programming, Scheduling, Variable Neighborhood Search, Combinatorial Optimization, Meta-heuristic.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence and Decision Support Systems ; Enterprise Information Systems ; Industrial Applications of Artificial Intelligence ; Operational Research ; Problem Solving ; Scheduling and Planning

Abstract: In this work we propose a Variable Neighborhood Search (VNS) approach for the long-term maintenance programming of an iron ore processing plant of a company in Brazil. The problem is a complex maintenance programming where we have to assign the machine preventive programming orders to the available work teams over a 52-week planning. In order to evaluate our solution we developed a general mixed integer programming model and used the numerical results as the benchmark. The proposed VNS approach improved most of the instances leading to new benchmarks.

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Paper citation in several formats:

Aquino, R.; Chagas, J. and Souza, M. (2018). A Variable Neighborhood Search Algorithm for the Long-term Preventive Maintenance Scheduling Problem. In Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 1: ICEIS; ISBN 978-989-758-298-1; ISSN 2184-4992, SciTePress, pages 303-310. DOI: 10.5220/0006689703030310

@conference{iceis18,
author={Roberto D. Aquino. and Jonatas B. C. Chagas. and Marcone J. F. Souza.},
title={A Variable Neighborhood Search Algorithm for the Long-term Preventive Maintenance Scheduling Problem},
booktitle={Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 1: ICEIS},
year={2018},
pages={303-310},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006689703030310},
isbn={978-989-758-298-1},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 20th International Conference on Enterprise Information Systems - Volume 1: ICEIS
TI - A Variable Neighborhood Search Algorithm for the Long-term Preventive Maintenance Scheduling Problem
SN - 978-989-758-298-1
IS - 2184-4992
AU - Aquino, R.
AU - Chagas, J.
AU - Souza, M.
PY - 2018
SP - 303
EP - 310
DO - 10.5220/0006689703030310
PB - SciTePress