Work Safety
Fuzzy Inference Model Specification for Evaluation of Heat Agent
DOI:
https://doi.org/10.31686/ijier.vol9.iss9.3321Keywords:
fuzzy, heat, metabolic rate, legislation, salubrious, insalubriousAbstract
This research proposes an inference model fuzzy to analyses hazardous environmental work conditions, specifically insalubrious work conditions relevant for heat risk to support the safety engineers for making decisions. The article presents a study that consists of a fuzzy inference model specification for the evaluation of heat agents. The structure of model fuzzy used are inputs temperature and metabolic rate, while the output is work environment condition that could be salubrious or insalubrious. Through, the inference method Mamdani and rules established according to Brazil legislation about heat, Occupational Hygiene Standard 06, the proposed model can determine the work conditions about the heat. The validation process is done in an industry from the Industrial Pole of Manaus, therefor all the process necessary for preparations to use the proposed model is described to obtain all the variables necessary in the field. As a result, the proposed model got the correct classification of work environment conditions with pertinent results according to current legislation and technical expertise.
References
TST, “Jornada de Trabalho: conheça as particularidades,” 2020. http://www.oitbrasil.org.br/sites/default/files/topic/employment/doc/jornada_brasil_70.pdf.
G. Zheng, N. Zhu, Z. Tian, Y. Chen, and B. Sun, “Application of a trapezoidal fuzzy AHP method for work safety evaluation and early warning rating of hot and humid environments,” Saf. Sci., vol. 50, no. 2, pp. 228–239, 2012, doi: 10.1016/j.ssci.2011.08.042. DOI: https://doi.org/10.1016/j.ssci.2011.08.042
J. Nichioka, “Avaliação de segurança em empresas da construção civil : uma aplicação da lógica Fuzzy,” pp. 33–56, 2019. DOI: https://doi.org/10.12660/rgplp.v18n1.2019.78890
G. E. Gürcanli and U. Müngen, “An occupational safety risk analysis method at construction sites using fuzzy sets,” Int. J. Ind. Ergon., vol. 39, no. 2, pp. 371–387, 2009, doi: 10.1016/j.ergon.2008.10.006. DOI: https://doi.org/10.1016/j.ergon.2008.10.006
BRAZIL, Labor Laws (Consolidação das Leis de Trabalho). Brasília, Brazil, 2018.
FUNDACENTRO, “Norma de Higiene Ocupacional 06: Avaliação da Exposição ao Calor - Procedimento Técnico,” São Paulo, 2017.
BRAZIL, Normas Regulamentadora 15. BRAZIL.
G. M. de Araujo, Perícia e Avaliação de Ruído e Calor - Teoria e Prática. Rio de Janeiro: GVC, 2002.
L. Paula, Ricardo Guimarães De; Ayres da Silva and A. Ayres da Silva, “Characterization of the unhealthy and hazardous situations under the forensic expert survey and safety management in quarries,” REM - Int. Eng. J., vol. 69, no. 3, pp. 361–366, 2016, doi: 10.1590/0370-44672015690011. DOI: https://doi.org/10.1590/0370-44672015690011
L. M. da Silva, “Modelagem Fuzzy Como Subsídios Para a Espacialização Da Vulnerabilidade Costeira À Erosão,” Universidade Federal de Pernambuco, 2013.
D. M. Barbosa Salvador de Souza, “Abordagem Baseada em Lógica Fuzzy para Alocação de Indicadores de Faltas em Sistemas de Distribuição de Energia Elétrica,” Universidade de São Paulo, 2009.
C. P. de Sousa, Fuzzy no Excel, 1°. Universidade Federal do Ceará, 2016.
L. C. M. OLIMPIO, “MODELO FUZZY PARA ANÁLISE DE RISCOS EM PROJETOS DE EDIFICAÇÕES,” Universidade Federal do Ceará, 2017.
Downloads
Published
Issue
Section
License
Copyright (c) 2021 Alex Sander Zau Vieira , Manoel Henrique Reis Nascimento , Daniel Sousa da Silva
This work is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License.
Copyrights for articles published in IJIER journals are retained by the authors, with first publication rights granted to the journal. The journal/publisher is not responsible for subsequent uses of the work. It is the author's responsibility to bring an infringement action if so desired by the author for more visit Copyright & License.
How to Cite
Accepted 2021-08-01
Published 2021-09-01
Most read articles by the same author(s)
- Enyleide Lima, Manoel Henrique Reis Nascimento, David Barbosa de Alencar, Mauro Reis Nascimento, José Roberto Lira Pinto Júnior, Ana Lúcia Fernandes da Silva, Swot Analysis Implemented With Fuzzy Inference to Support Decision Making , International Journal for Innovation Education and Research: Vol. 9 No. 9 (2021): International Journal for Innovation Education and Research
- Eliton Smith dos Santos, Marcus Vinícius Alves Nunes, Jorge de Almeida Brito Júnior, Manoel Henrique Reis Nascimento, Jandecy Cabral Leite, David Barbosa de Alencar, Carlos Alberto Oliveira de Freitas, Efficient use of the Generators for the Environmental Economic Dispatch from the energy system, including solar photovoltaic generation , International Journal for Innovation Education and Research: Vol. 9 No. 7 (2021): International Journal for Innovation Education and Research
- Mauro Reis Nascimento, David Barbosa de Alencar, Manoel Henrique Reis Nascimento, Carlos Alberto Monteiro, Artificial neural networks for predicting the generation of acetaldehyde in pet resin in the process of injection of plastic packages , International Journal for Innovation Education and Research: Vol. 9 No. 6 (2021): International Journal for Innovation Education and Research
- Paulo Oliveira Siqueira Junior, Manoel Henrique Reis Nascimento, Ítalo Rodrigo Soares Silva, Ricardo Silva Parente, Milton Fonseca Júnior, Jandecy Cabral Leite, Computational meta-heuristics based on Machine Learning to optimize fuel consumption of vessels using diesel engines , International Journal for Innovation Education and Research: Vol. 9 No. 5 (2021): International Journal for Innovation Education and Research
- Ítalo Rodrigo Soares Silva, Manoel Henrique Reis Nascimento, Milton Fonseca Júnior, Ricardo Silva Parente, Paulo Oliveira Siqueira Júnior, Jandecy Cabral Leite, Bayesian Regularizers of Artificial Neural Networks applied to the reliability forecast of internal combustion machines in the short-term , International Journal for Innovation Education and Research: Vol. 9 No. 5 (2021): International Journal for Innovation Education and Research
- Patricia Sluce, Manoel Henrique Reis Nascimento, Risk Assessment Proposal In HydrauliC Presses With Fuzzy Logic , International Journal for Innovation Education and Research: Vol. 9 No. 5 (2021): International Journal for Innovation Education and Research
- Élerson Luiz Batista Pisa, Livia da Silva Oliveira, David Barbosa de Alencar, Manoel Henrique Reis Nascimento, Power Supply Modifying from 400 W to 600 W, Adding a 12v Circuit Voltage for Total 1200 W Power Operation of Machine ASPT Module Test , International Journal for Innovation Education and Research: Vol. 7 No. 10 (2019): International Journal for Innovation Education and Research
- Franklin Barbosa Carvalho, Manoel Henrique Reis Nascimento, Grounding methodology in a 550 kv ac power transmission line in the Amazon - a case study , International Journal for Innovation Education and Research: Vol. 9 No. 11 (2021): International Journal for Innovation Education and Research
- Rômulo Cavalcante Bezerra, Manoel Henrique Reis Nascimento, Semiautomated system for optimizing thermal comfort and reducing rice waste in the poultry breeding process of small producers from the interior of the Amazon region , International Journal for Innovation Education and Research: Vol. 9 No. 9 (2021): International Journal for Innovation Education and Research
- Alarico Gonçalves Nascimento Filho, Jandecy Cabral Leite, Manoel Henrique Reis Nascimento, Jorge Almeida Brito Junior, Carlos Alberto Oliveira de Freitas, Rafael Teles Rocha, Educational approach for fault detection in Internal Combustion Engines with Matlab Toolbox Fuzzy Logic , International Journal for Innovation Education and Research: Vol. 7 No. 8 (2019): International Journal for Innovation Education and Research