Automated quality control system using real time geometrical measurements for a production line | |
| Author | Fonseka, Colamba Liyanage Y.P. |
| Call Number | AIT Caps. Proj. no.ME-16-06 |
| Subject(s) | Quality control--Automation Geometrical models Real-time data processing--Quality control |
| Note | A capstone project submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Engineering Mechatronics Engineering, School of Engineering and Technology |
| Publisher | Asian Institute of Technology |
| Series Statement | Caps. Proj. ; no. ME-16-06 |
| Abstract | Automated quality control that filter the defective outputs are progressively used in manu- facturing processes to enhance their efficiency and reliability. With this extensive increase in demand, this project is aimed on introducing a low cost system on detecting deformed products by implementing a vision based approach to obtain real time measurements. The ultimate goal of this project is to obtain real time images of the products moving on a con- veyor belt, and compare its geometrical measurements and determine whether the product conforms to the given specifications fed into the system. The products which does not com- ply with the specifications, will be rejected and moved out from the conveyor belt using a single degree of freedom pneumatic cylinder. The system designed and implemented was tested using a set of glass bottles which had bottles with no deformation and bottles which were not in its proper geometrical shape. During the testing phase, 90% success was shown through the statistics obtained. |
| Year | 2016 |
| Corresponding Series Added Entry | Asian Institute of Technology. Caps. Proj. ; no. ME-16-06 |
| Type | Capstone Project |
| School | School of Engineering and Technology (SET) |
| Department | Department of Industrial Systems Engineering (DISE) |
| Academic Program/FoS | Microelectronics (ME) |
| Chairperson(s) | Bohez, Erik Lucas Julien; |
| Examination Committee(s) | Manukid Parnichkun; |
| Degree | Capstone Project (B.Sc.)-Asian Institute of Technology, 2016 |