Title :
Fieldbus performance prediction using DOE with D-Optimal analysis
Author :
Papazian, Petru ; Babaitl, Mircea
Author_Institution :
Appl. Electron. Dept., Politeh. Univ. of Timisoara, Timişoara, Romania
Abstract :
This paper introduces a new approach of fieldbus analysis based on statistical methods combined with “Design of Experiment”. It was made a behavioral computerized simulation regarding different structures and topologies of fieldbuses, aiming to identify the effects of various parameters upon fieldbus performances. Based on “D-Optimal” analysis, it was generated a reduced set of experiments which yields significant results avoiding a large amount of computation if classical full factorial methods were been used. Also were plotted influence diagrams regarding the independent and interaction effects of five factors of influence on two factors of response.
Keywords :
design of experiments; field buses; D-optimal analysis; DOE; computerized simulation; design of experiment; field bus performance prediction; fieldbus analysis; statistical method; Delays; Educational institutions; IEEE catalog; Probability density function; Statistical analysis; Topology; Workstations; D-Optimal Analysis; DOE; Fieldbus; Prediction; Statistical Methods;
Conference_Titel :
Telecommunications and Signal Processing (TSP), 2013 36th International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4799-0402-0
DOI :
10.1109/TSP.2013.6613898
