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http://hdl.handle.net/1843/30756| Tipo: | Tese |
| Título: | Modeling, simulation and performance analysis of dispatch policy for open pit mines |
| Autor(es): | Flávio Henrique Batista de Souza |
| Primeiro Orientador: | Rodney Rezende Saldanha |
| Primeiro Coorientador: | Carlos Andrey Maia |
| metadata.dc.contributor.advisor-co2: | Adriano Chaves Lisboa |
| Primeiro membro da banca : | Rafael Santos Mendes |
| Segundo membro da banca: | Douglas Alexandre Gomes Vieira |
| Terceiro membro da banca: | Antônio de Pádua Braga |
| Quarto membro da banca: | Vinícius Mariano Gonçalves |
| Resumo: | A structured and robust methodology of modeling and simulation can be available through modular stochastic timed Petri nets, including experiments that allow designers to simulate the processes involved in ore production on well-founded estimates. The research represents a relevant industrial production process optimization through a computational simulation structure, and a modeling of complex stochastic systems, constructed from real data of the process (extraction of knowledge based on data). This prerogative guides an experimental research based on real data from an Brazilian open pit mine operation. This research presents a continuity and assertion of experiments already performed with modular Petri nets, which presented significant and better results than tools already available in the industry (SIMAN). Firstly, we present an experimental design optimization methodology, focusing on performance and response quality in the modeling and simulation of the open pit mine truck dispatch process. Then, this research introduces and compares two fast heuristics for dispatch strategies in a mine simulated using Stochastic Timed Petri nets. Issues such as productivity and equipment positioning are evaluated and discussed in order to allow synthesizing sub-optimal dispatch policies. As results of the experiment, we derived a valid simulation structure for the open-pit mining process using Petri nets. It was obtained a behavioral evaluation of the efficiency of the structure according to variations in the probability distribution function. The simulation structure demonstrated a modular, scalable, transparent modeling, besides providing mathematical support, power analysis and computational efficiency. |
| Assunto: | Engenharia elétrica Planejamento experimental Redes de petri |
| Idioma: | eng |
| País: | Brasil |
| Editor: | Universidade Federal de Minas Gerais |
| Sigla da Instituição: | UFMG |
| Departamento: | ENG - DEPARTAMENTO DE ENGENHARIA ELÉTRICA |
| Curso: | Programa de Pós-Graduação em Engenharia Elétrica |
| Tipo de Acesso: | Acesso Aberto |
| URI: | http://hdl.handle.net/1843/30756 |
| Data do documento: | 26-Set-2019 |
| Aparece nas coleções: | Teses de Doutorado |
Arquivos associados a este item:
| Arquivo | Descrição | Tamanho | Formato | |
|---|---|---|---|---|
| FlavioHenriqueBatistadeSouza_Final_Revisado.pdf | 5.1 MB | Adobe PDF | Visualizar/Abrir |
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