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Information extracted from Lattes platform

Last update: 2023/04/18

ORCID: https://orcid.org/0000-0001-7781-0034

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Current projects

2023 a Atual

BRAFITEC - MODELAGEM COMPUTACIONAL E CIÊNCIA DOS DADOS PARA ATUAÇÃO EM SISTEMAS LOGÍSTICOS E DE PRODUÇÃO Parceria entre UFMG, em associação com UFOP e Universidade Estadual do Amazonas, e Université Clermont Auvergne que visa formar engenheiros de produção com capacitação de alto nível em modelagem computacional e ciência dos dados para tratar problemas complexos em sistemas logísticos e de produção. Integrantes: Mauricio Cardoso de Souza (coordenador), Martín Gómez Ravetti, Marcelo Azevedo Costa, Alexandre Xavier Martins, Philippe Mahey, Renata Onety, Thiago Silva, Annegret Wagler, Eva Hassinger, Viet Hung Nguyen, Violaine Antoine.

Current applied research projects

2023 a Atual

Otimização da Cadeia Produtiva no Centro de Operações Integradas (COI) Desenvolvimento de protótipo para modelar e acompanhar a cadeia de produção da Samarco. O protótipo tem por objetivo otimizar o sistema integrado incorporando as incertezas próprias do ambiente de produção e demanda. Integrantes: Martín Gómez Ravetti (coordenador), Mateus, Geraldo R., Thiago Henrique Nogueira, Fernanda de Freitas Alves, Julio Cesar Alves.

2023 a Atual

Programa de Aprendizado de Máquina Federado para Veículos Conectados Projeto de pesquisa e inovação. Tem o objetivo de desenvolver um protótipo funcional de aprendizado de máquina federado, que será testado no contexto veicular. Integrantes: Martín Gómez Ravetti (coordenador), Frederico Gadelha Guimarães, Marcelo Azevedo Costa, Heitor Soares Ramos Filho.

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Recent publications

Articles in journals

Diffusion capacity of single and interconnected networks
2023. Nature Communications.
Integrating vehicle scheduling and open routing decisions in a cross-docking center with multiple docks
2022. COMPUTERS & INDUSTRIAL ENGINEERING.
A hybrid VNS-Lagrangean heuristic framework applied on single machine scheduling problem with sequence-dependent setup times, release dates and due dates
2022. Optimization Letters.
Learning algorithms to deal with failures in production planning
2022. COMPUTERS & INDUSTRIAL ENGINEERING.
Multi-objective matheuristic for minimization of total tardiness and energy costs in a steel industry heat treatment line
2021. COMPUTERS & INDUSTRIAL ENGINEERING.
Approaches for the joint resolution of lot-sizing and scheduling with infeasibilities occurrences
2021. COMPUTERS & INDUSTRIAL ENGINEERING.
The integrated uncapacitated lot sizing and bin packing problem
2021. RAIRO-OPERATIONS RESEARCH.
Parallel-machine scheduling methodology for a multi-dock truck sequencing problem in a cross-docking center
2020. COMPUTERS & INDUSTRIAL ENGINEERING.
Problem on the integration between production and delivery with parallel batching machines of generic job sizes and processing times
2020. COMPUTERS & INDUSTRIAL ENGINEERING.
A hybrid Lagrangian metaheuristic for the cross-docking flow shop scheduling problem
2019. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH.
ANALYSIS OF MIXED INTEGER PROGRAMMING FORMULATIONS FOR SINGLE MACHINE SCHEDULING PROBLEMS WITH SEQUENCE DEPENDENT SETUP TIMES AND RELEASE DATES
2019. PESQUISA OPERACIONAL (IMPRESSO).
Minimizing undesirable load shedding through robust coordination of directional overcurrent relays
2019. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS.
Assessing diversity in multiplex networks
2019. Scientific Reports.
Quantifying instabilities in Financial Markets
2019. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS.
The Lagrangean Relaxation for the Flow Shop Scheduling Problem with Precedence Constraints, Release Dates and Delivery Times
2019. Journal of Advanced Transportation.
Quantification of network structural dissimilarities
2017. Nature Communications.
Time series characterization via horizontal visibility graph and Information Theory
2016. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS.

Papers in conferences

Efficiency comparison of proactive approaches to deal with machine failures
2022. 10th IFAC Conference on Manufacturing Modelling, Management and Control.
Hybrid proactive approach for solving maintenance and planning problems in the scenario of Industry 4.0
2020. 4th IFAC Workshop on Advanced Maintenance Engineering, Service and Technolog.
Proposição de uma estratégia reativa para resolução de um problema de dimensionamento e sequenciamento da produção considerando incertezas
2019. Simpósio Brasileiro de Pesquisa Operacional.
Abordagem hierárquica para resolução de um problema de dimensionamento e sequenciamento da produção utilizando-se uma metaheurística lagrangeana híbrida
2018. Simposio Brasileiro de Pesquisa Operacional. 3
Comparison of different cuts to interactively solve production lot-sizing and scheduling problems in cases of infeasibilities
2018. IWLS 2018 International Workshop on Lot Sizing. 4

Extended abstracts in conferences

Evolution and structural changes of the Tropical Pacific climate network
2011. 2010 American Geophysical Union (AGU) Fall Meeting.

Abstracts in conferences

Quantification of graph dissimilarities using Information Theory
2018. The 8th International Conference on Network Analysis.
Dynamical analysis of the Indian Ocean climate network and its correlation with Australian Millennium Drought.
2015. European Geosciences Union General Assembl.
Novel Method for Measuring Similarities in Multiplex Networks
2015. International School and Conference on Network Science (Netsci 2015).
Heurísticas para minimizaçao do makespan no jobshop com transporte de produtos
2013. XLV SBPO - Simpósio Brasileiro de Pesquisa Operacional.
nformation Theory quantiers based on Horizontal Visibility Graphs: distinction b etween sto chastic and chaotic time series
2013. XIII LATIN AMERICAN WORKSHOP ON NONLINEAR PHENOMENA (LAWNP 2013).

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Current students

MS

Taylon Costa. Logistica Avançada. Início: 2022. Universidade Federal de Minas Gerais (Orientador principal)
Allana Tavares. Sistemas complexos. Início: 2022. Universidade Federal de Minas Gerais (Orientador principal)
Cleber Tavares. Processos de inovação em empresas multinacionais. Início: 2022. Universidade Federal de Minas Gerais (Orientador principal)
Bernardo Annoni. Governança em laboratorios de pesquisa. Início: 2021. Universidade Federal de Minas Gerais (Orientador principal)

PhD

Pedro Calixto Alves Lima. Desafios da transformação digital no governo brasileiro. Início: 2022. Universidade Federal de Minas Gerais (Orientador principal)
Thamara Paula dos Santos Dias. Network analysis of time series. Início: 2019. Universidade Federal de Minas Gerais (Orientador principal)

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