Chameleon: a cloud computing Industry 4.0 neutron spectrum unfolding code

Author:

Machado Igor A1,Lacerda Marco Aurelio S1,Martinez-Blanco Ma Del Rosario2,Serrano Arturo2,García-Baonza Roberto3,Ortiz-Rodriguez Jose M2

Affiliation:

1. Laboratório de Calibração de Dosímetros, Centro de Desenvolvimento da Tecnologia Nuclear, CDTN , Belo Horizonte, MG, Brazil

2. Unidad Académica de Ingeniería Eléctrica, Universidad Autónoma de Zacatecas Laboratorio de Innovación y Desarrollo Tecnológico em Inteligencia Artificial, , Zacatecas, Mexico

3. ETSI Industriales, Universidad Politécnica de Madrid Departamento de Ingeniería Energética, , Madrid, Spain

Abstract

Abstract This work presents Chameleon, a cloud computing (CC) Industry 4.0 (I4) neutron spectrum unfolding code. The code was designed under the Python programming language, using Streamlit framework®, and it is executed on the cloud, as I4 CC technology through internet, by using mobile devices with internet connectivity and a web navigator. In its first version, as a proof of concept, the SPUNIT algorithm was implemented. The main functionalities and the preliminary tests performed to validate the code are presented. Chameleon solves the neutron spectrum unfolding problem and it is easy, friendly and intuitive. It can be applied with success in various workplaces. More validation tests are in progress. Future implementations will include improving the graphical user interface, inserting other algorithms, such as GRAVEL, MAXED and neural networks, and implementing an algorithm to estimate uncertainties in the calculated integral quantities.

Funder

Fundação de Amparo à Pesquisa do Estado de Minas Gerais

Conselho Nacional de Desenvolvimento Científico e Tecnológico

OMADS Co.

Publisher

Oxford University Press (OUP)

Subject

Public Health, Environmental and Occupational Health,Radiology, Nuclear Medicine and imaging,General Medicine,Radiation,Radiological and Ultrasound Technology

Reference15 articles.

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Stopping criteria for neutron spectrum unfolding algorithms;Applied Radiation and Isotopes;2024-10

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