Year 2020, Volume 2 , Issue 1, Pages 92 - 104 2020-03-30

STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING

Dilek ÖZDEMİR YILMAZ [1] , Erkan IŞIĞIÇOK [2]



Automated data acquisition from machines, assembly and test lines become easier and more common with the widespread use of automation in production plants. Automatically collected data gives more accurate and simultaneous information than manually collected data, but automatically collected and stored data does not efficiently converted into knowledge.  This study done in a factory, which works in the industrial technology area, belongs to an international company. The purpose of this study is to determine the station occupancy in the assembly line and to optimize the assembly line operations by using statistical analysis methods with the data, which were automatically received from an assembly line. Method and time measurements implemented, after the assembly line set up and serial production were begin. Method and time measurements implemented on sample selected product types, due to wide range of the product type variety to reduce possible costs and time waste in case of using all the product types as inputs of the same method-time studies. Automatically collected data analyzed and the station occupancy, station base occupancy differences revealed in comparison with method-time measurement results, process capability of these operations done to optimize process improvements and presented to the decision maker.


Automated Data Acquisition, Line Balancing, Assembly Line, Process Capability Analysis, OEE
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Primary Language en
Subjects Social
Published Date Spring
Journal Section Articles
Authors

Orcid: 0000-0002-0548-0694
Author: Dilek ÖZDEMİR YILMAZ (Primary Author)
Country: Turkey


Orcid: 0000-0003-4037-0869
Author: Erkan IŞIĞIÇOK

Dates

Publication Date : March 30, 2020

Bibtex @other { jeess645517, journal = {Journal of Empirical Economics and Social Sciences}, issn = {2667-7210}, address = {}, publisher = {Burak DARICI}, year = {2020}, volume = {2}, pages = {92 - 104}, doi = {}, title = {STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING}, key = {cite}, author = {Özdemi̇r Yılmaz, Dilek and Işığıçok, Erkan} }
APA Özdemi̇r Yılmaz, D , Işığıçok, E . (2020). STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING . Journal of Empirical Economics and Social Sciences , 2 (1) , 92-104 . Retrieved from https://dergipark.org.tr/en/pub/jeess/issue/53653/645517
MLA Özdemi̇r Yılmaz, D , Işığıçok, E . "STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING" . Journal of Empirical Economics and Social Sciences 2 (2020 ): 92-104 <https://dergipark.org.tr/en/pub/jeess/issue/53653/645517>
Chicago Özdemi̇r Yılmaz, D , Işığıçok, E . "STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING". Journal of Empirical Economics and Social Sciences 2 (2020 ): 92-104
RIS TY - JOUR T1 - STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING AU - Dilek Özdemi̇r Yılmaz , Erkan Işığıçok Y1 - 2020 PY - 2020 N1 - DO - T2 - Journal of Empirical Economics and Social Sciences JF - Journal JO - JOR SP - 92 EP - 104 VL - 2 IS - 1 SN - 2667-7210- M3 - UR - Y2 - 2020 ER -
EndNote %0 Uygulamalı Ekonomi ve Sosyal Bilimler Dergisi STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING %A Dilek Özdemi̇r Yılmaz , Erkan Işığıçok %T STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING %D 2020 %J Journal of Empirical Economics and Social Sciences %P 2667-7210- %V 2 %N 1 %R %U
ISNAD Özdemi̇r Yılmaz, Dilek , Işığıçok, Erkan . "STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING". Journal of Empirical Economics and Social Sciences 2 / 1 (March 2020): 92-104 .
AMA Özdemi̇r Yılmaz D , Işığıçok E . STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING. Journal of Empirical Economics and Social Sciences. 2020; 2(1): 92-104.
Vancouver Özdemi̇r Yılmaz D , Işığıçok E . STATISTICAL ANALYSIS OF THE DATA, WHICH RECEIVED FROM AN ASSEMBLY LINE AND THE USE OF THE RESULTS TO DO LINE BALANCING. Journal of Empirical Economics and Social Sciences. 2020; 2(1): 92-104.