Redirigiendo al acceso original de articulo en 21 segundos...
ARTÍCULO
TITULO

Improving the mathematical model of change in the body state of an employee

Maksym Ievlanov    
Nataliia Serdiuk    
Andrew Feshchenko    
Tetiana Duiunova    
Mykola Kiriienko    
Ihor Cherepnov    
Liudmyla Pivnenko    
Vasilij Dyakonov    

Resumen

Current models of labor safety management at enterprises have several drawbacks. The main drawback of such models consists in their focus on the analysis of the accidents that have already occurred at the enterprise. In addition, the existing models poorly take into account the mutual influence of several production factors on each other during their combined effect on the employee?s body.To eliminate these shortcomings, the task of improving the mathematical model of change in the employee body state was set. The Hammerstein model was considered as the initial model of change in the employee?s body state. In the course of this model improvement, an individual component of the model that describes the employee?s state immediately before the start of the work shift was chosen for situations of impossibility or severe limitation of applying technologies for monitoring the employee?s body state. To assess the mutual impact of various production factors, instead of a vector function that describes the cumulative effect of factors on the employee?s body, a set of multiple regression equations that describe the mutual impact of factors on individual employee?s body state parameters was introduced into the model.The improved model was tested at an industrial enterprise using the example of a team of welders (5 persons). To assess their body state, systolic and diastolic blood pressure, heart rate and reaction time to a light stimulus were used. The results presented in the article make it possible to draw a general conclusion about the adequacy of the proposed model to the observed results of the impact of production factors on employee organisms. It was pointed out that the results of modeling slightly exceeded the results of direct measurements in most cases

 Artículos similares

       
 
Biqing Ye, Guixin Yu, Yidong Zhang and Gang Li    
Aerostatic bearings are considered crucial components that can improve the measurement accuracy of ground simulation tests of space equipment. A structural optimization design method is proposed to enhance the static performance of aerostatic bearings. A... ver más
Revista: Applied Sciences

 
Wei Chen, Yuzhou Tian, Qiang Sun and Pengfei Zhu    
Due to the special meshing of convex and concave tooth profiles, an S-shaped tooth profile gear with a few teeth has the advantage of reducing the contact stress and improving the contact ratio. However, the theoretical inseparability of the center dista... ver más
Revista: Applied Sciences

 
Cheng Liu, Zhujun Si, Jun Hua and Na Jia    
The problem of two-dimensional irregular packing involves the arrangement of objects with diverse shapes and sizes within a given area. This challenge arises across various industrial sectors, where effective packing optimization can yield cost savings, ... ver más
Revista: Applied Sciences

 
Predrag Mitic, Suzana Petrovic Savic, Aleksandar Djordjevic, Milan Eric, Enes Sukic, Dejan Vidojevic and Miladin Stefanovic    
This research focuses on small- and medium-sized businesses that provide machining or other process services but do not produce their own products. Their daily manufacturing schedule varies according to client needs. Small- and medium-sized businesses st... ver más
Revista: Applied Sciences

 
Kevin J. Parker    
In the approaches to elastography, two mathematical operations have been frequently applied to improve the final estimate of shear wave speed and shear modulus of tissues. The vector curl operator can separate out the transverse component of a complicate... ver más
Revista: Acoustics