Open AccessStatistical Evaluation of Semi-Analytical, Analytical, and Numerical Models of the Serial Production Lines
Author(s) -
Viktor Ložar,
Tihomir Opetuk,
Hrvoje Cajner,
Neven Hadžić,
Jerolim Andrić
Publication year - 2021
Publication title -
tehnički glasnik
Language(s) - English
Resource type - Journals
eISSN - 1848-5588
pISSN - 1846-6168
DOI - 10.31803/tg-20210806123001
Subject(s) - production line , software , computer science , production (economics) , profit (economics) , industrial engineering , line (geometry) , factorial , factorial experiment , engineering , mathematics , mechanical engineering , machine learning , mathematical analysis , geometry , microeconomics , economics , macroeconomics , programming language
Production lines are the backbone of the manufacturing industry. To gain the best profit out of a line it is necessary to design each line using the production system engineering. Therefore, three approaches can be used, the numerical, the analytical, and the semi-analytical approach. The aggregation method, finite state method, and the numerical approach are statistically compared concerning the analytical approach using the STATISTICA software. We analyzed the interaction between the input data and the output data for the finite state method in an illustrative example, using a full factorial design and the Design Expert software