Buana Information Technology and Computer Sciences (BIT and CS)
Vol 3 No 2 (2022): Buana Information Technology and Computer Sciences (BIT and CS)

Changing Data Image Into Numeric Data on Kiln Manufacture Machinery Use Optical Character Recognition (OCR)

Agustia Hananto Hananto (Universitas Buana Perjuangan Karawang)
Elfina Novalia (Universitas Buana Perjuangan Karawang)
Goenawan Brotosaputro (Budi Luhur University)



Article Info

Publish Date
31 Jul 2022

Abstract

In the process of making ceramic tiles, there is a combustion process using a kiln manufacture or oven. To ensure the combustion process goes well, 39 parameters are monitored on the kiln engine which must be monitored manually based on the data generated by the image on the kiln engine. The process of monitoring these parameters is ineffective due to human error or negligence and other human traits that result in losses for the company. Therefore, a system is needed to store the parameter data of the ceramic tile combustion engine which can be stored in a database. After analyzing the kiln, the sensor recorder that displays parameter data can be accessed via a LAN (Local Area Network), but the data generated is in the form of an image, not in the form of alphanumeric digital data. The image data obtained need to be translated into alphanumeric data as a data source. Through the introduction of optical character recognition (OCR) with the template matching method, the image is converted into alphanumeric data so that it can be stored in a database. From the results of this study, the prototype system made obtained an accuracy of 100.00% for the conversion of image data to alphanumeric data.

Copyrights © 2022






Journal Info

Abbrev

bit-cs

Publisher

Subject

Computer Science & IT

Description

Buana Information Technology and Computer Science (BIT and CS) is a journal focusing on new technologies that handle IT research and management - including strategy, change, infrastructure, human resources, information system development and implementation, technology development, future technology, ...