Vision based cross sectional area estimator for industrial rubber profile extrusion process

dc.contributor.advisorWickramarachchi, N
dc.contributor.authorKarunasena, HCP
dc.date.accept2011-02
dc.date.accessioned2014-07-31T12:32:36Z
dc.date.available2014-07-31T12:32:36Z
dc.date.issued2014-07-31
dc.description.abstractThis thesis presents a research work which was carried out to develop a vision based cross sectional area profiling system suitable for continuous rubber profile extrusion processes. Rubber profiles are mostly used in rubber track production industry as a semi finished raw material. The linear volume of these profiles is a very important parameter for overall quality controlling of track production process. In order to maintain the linear volume it is a must that the cross section be measured and maintained within limits. Since the profile is continuously extruded by profile extruders, the profile cross section area measurement is best to be done in an online basis than off-line basis. A computer vision based online measurement system was developed which consists of a line laser projected on to the profile while a low cost digital camera observes the projection of this laser line on the profile. A vision software to be used in the system was also developed to interpret the captured cross section images in real time and produce numerical measurements and finally display on a computer with graphical user interface. The developed system is capable of measuring trapezoidal shape cross sections at a maximum rate of 6 measurements per second with repeatability error limited to }2% which preferably satisfies state of art rubber extrusion process quality controlling requirements. It can be concluded that with suitable further improvements, the technology can be integrated to extruder controlling systems as a feedback signal to control its output profile dimensions.en_US
dc.identifier.accno96803en_US
dc.identifier.citationKarunasena, H.C.P. (2011). Vision based cross sectional area estimator for industrial rubber profile extrusion process [Master's theses, University of Moratuwa]. Institutional Repository University of Moratuwa. http://dl.lib.mrt.ac.lk/handle/123/10343
dc.identifier.degreeMaster of Science in Electrical Engineeringen_US
dc.identifier.departmentElectrical Engineeringen_US
dc.identifier.facultyEngineeringen_US
dc.identifier.urihttp://dl.lib.mrt.ac.lk/handle/123/10343
dc.language.isoenen_US
dc.subjectMSc in Electrical Engineering
dc.subjectELECTRICAL ENGINEERING-Thesis
dc.subjectSOFTWARE ENGINEERING
dc.subjectRUBBER PROFILING
dc.titleVision based cross sectional area estimator for industrial rubber profile extrusion processen_US
dc.typeThesis-Abstracten_US

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