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An Exercise Health Simulation Method Based on Integrated Human Thermophysiological Model

Research of healthy exercise has garnered a keen research for the past few years. It is known that participation in a regular exercise program can help improve various aspects of cardiovascular function and reduce the risk of suffering from illness. But some exercise accidents like dehydration, exer...

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Autores principales: Jia, Nan, Chen, Xiaohui, Yu, Liang, Wang, Ruomei, Yang, Kaixing, Luo, Xiaonan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5494123/
https://www.ncbi.nlm.nih.gov/pubmed/28702074
http://dx.doi.org/10.1155/2017/9073706
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author Jia, Nan
Chen, Xiaohui
Yu, Liang
Wang, Ruomei
Yang, Kaixing
Luo, Xiaonan
author_facet Jia, Nan
Chen, Xiaohui
Yu, Liang
Wang, Ruomei
Yang, Kaixing
Luo, Xiaonan
author_sort Jia, Nan
collection PubMed
description Research of healthy exercise has garnered a keen research for the past few years. It is known that participation in a regular exercise program can help improve various aspects of cardiovascular function and reduce the risk of suffering from illness. But some exercise accidents like dehydration, exertional heatstroke, and even sudden death need to be brought to attention. If these exercise accidents can be analyzed and predicted before they happened, it will be beneficial to alleviate or avoid disease or mortality. To achieve this objective, an exercise health simulation approach is proposed, in which an integrated human thermophysiological model consisting of human thermal regulation model and a nonlinear heart rate regulation model is reported. The human thermoregulatory mechanism as well as the heart rate response mechanism during exercise can be simulated. On the basis of the simulated physiological indicators, a fuzzy finite state machine is constructed to obtain the possible health transition sequence and predict the exercise health status. The experiment results show that our integrated exercise thermophysiological model can numerically simulate the thermal and physiological processes of the human body during exercise and the predicted exercise health transition sequence from finite state machine can be used in healthcare.
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spelling pubmed-54941232017-07-12 An Exercise Health Simulation Method Based on Integrated Human Thermophysiological Model Jia, Nan Chen, Xiaohui Yu, Liang Wang, Ruomei Yang, Kaixing Luo, Xiaonan Comput Math Methods Med Research Article Research of healthy exercise has garnered a keen research for the past few years. It is known that participation in a regular exercise program can help improve various aspects of cardiovascular function and reduce the risk of suffering from illness. But some exercise accidents like dehydration, exertional heatstroke, and even sudden death need to be brought to attention. If these exercise accidents can be analyzed and predicted before they happened, it will be beneficial to alleviate or avoid disease or mortality. To achieve this objective, an exercise health simulation approach is proposed, in which an integrated human thermophysiological model consisting of human thermal regulation model and a nonlinear heart rate regulation model is reported. The human thermoregulatory mechanism as well as the heart rate response mechanism during exercise can be simulated. On the basis of the simulated physiological indicators, a fuzzy finite state machine is constructed to obtain the possible health transition sequence and predict the exercise health status. The experiment results show that our integrated exercise thermophysiological model can numerically simulate the thermal and physiological processes of the human body during exercise and the predicted exercise health transition sequence from finite state machine can be used in healthcare. Hindawi 2017 2017-06-15 /pmc/articles/PMC5494123/ /pubmed/28702074 http://dx.doi.org/10.1155/2017/9073706 Text en Copyright © 2017 Nan Jia et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Jia, Nan
Chen, Xiaohui
Yu, Liang
Wang, Ruomei
Yang, Kaixing
Luo, Xiaonan
An Exercise Health Simulation Method Based on Integrated Human Thermophysiological Model
title An Exercise Health Simulation Method Based on Integrated Human Thermophysiological Model
title_full An Exercise Health Simulation Method Based on Integrated Human Thermophysiological Model
title_fullStr An Exercise Health Simulation Method Based on Integrated Human Thermophysiological Model
title_full_unstemmed An Exercise Health Simulation Method Based on Integrated Human Thermophysiological Model
title_short An Exercise Health Simulation Method Based on Integrated Human Thermophysiological Model
title_sort exercise health simulation method based on integrated human thermophysiological model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5494123/
https://www.ncbi.nlm.nih.gov/pubmed/28702074
http://dx.doi.org/10.1155/2017/9073706
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