Development and comparison of a vision system for hook inspection on cranes

Authors

Keywords:

Computer vision, Crane safety, Hook inspection

Abstract

Overhead cranes are industrial machines that can cause user accidents due to deficiencies in inspecting their various components. One of the activities consists of verifying that the load hook does not exceed the limit deformation. However, the lack of historical records and negligence in visual inspection is a problem to ensure a correct maintenance service. Therefore, the objective of the research was to develop a vision system capable of inspecting, recording, and verifying the hook parameters. The method involved designing a vision module on an integral crane scanner system. A five-state deformation experiment of a cargo hook was modeled with ANSYS and fabricated in 3D printing to validate the proposed module by measuring the parameters manually with a commercial and proprietary vision system. The comparison between the two systems was satisfactory in detecting the latch and the correct position. Finally, the proprietary system improved the resolution up to 0.0435 mm on the hook deformation. With the system’s contribution, it will be possible to know the valuable and safe life of the crane hook by automatic constant inspection.

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Author Biographies

Luis Alberto Tovar Ortiz, CIDETEC, Instituto Politécnico Nacional

Luis Tovar is pursuing a Ph.D. program in Robotic and Mechatronic Systems Engineering at the Center for Innovation and Technological Development in Computing of the National Polytechnic Institute. His academic interest is in image processing for industrial inspection and maintenance information systems, particularly overhead cranes.

Miguel Hernández-Bolaños, CIDETEC, INSTITUTO POLITÉCNICO NACIONAL

He is a communications and electronic engineer who graduated from ESIME of Instituto Politécnico Nacional (IPN) México in 1997. He received his MSc degree from CIDETEC of IPN México in 2009. He works in CIDETEC of IPN México since 1998 as a teacher. His teaching portfolio includes computer architecture, parallel processing and programming using FPGA and GPUs. His research interests are medical computing systems, advanced computer.

Juan Carlos Herrera-Lozada

Juan Carlos Herrera-Lozada, has been a full-time professor at the Instituto Politécnico Nacional (IPN) since 1998. He received the Ph.D degree in Computer Science and M.Sc. degree in Computer Engineering from Centro de Investigación en Computación (CIC-IPN). He has authored several articles and speaker at national and international conferences. In addition, he has participated in different research projects and technological developments. Currently he is a member of the National System of Researchers in México. His research interests include design of reconfigurable logic devices, embedded systems, bio-inspired algorithms and evolutionary hardware.

Israel Rivera-Zárate

He is a communications and electronic engineer who graduated from ESIME of Instituto Politécnico Nacional (IPN) México in 1994. He received his MS degree from CIC of IPN México in 2001. He works in CIDETEC of IPN México since 1998 as a teacher. His teaching portfolio includes computer architecture, parallel processing and programming using FPGA and GPUs. His research interests are medical computing systems, advanced computer architecture, deep learning and neural networks.

Mauricio Olguín-Carbajal, CIDETEC, INSTITUTO POLITÉCNICO NACIONAL

Graduated from Higher School of Mechanical and Electrical Engineering (ESIME) Culhuacan unit of the National Polytechnic Institute of Mexico as an engineer in communications and electronics in 1995. In 2001 he obtained the degree of Master in Computer Engineering with a specialty in Digital Systems. Graduated as Doctor of Computer Sciences at the Center for Computer Research (CIC) in 2011. He has served as a professor and full-time researcher at the Center for Technological Innovation and Development in Computing (CIDETEC) since 2005. He has published several articles related to Intelligent Computing, computer graphics, virtual reality, and electronic applications in mobile devices.

Jacobo Sandoval-Gutierrez, UNIVERSIDAD AUTONOMA METROPOLITANA

Jacobo Sandoval graduated at the Escuela Superior de Ingeniería Mecánica y Eléctrica (ESIME) from Instituto Politécnico Nacional (IPN) in Mexico City, Engineer Industrial Robotics in 2004 and later as Master and Doctor of Advanced Technology at the Centro de Investigación en Ciencia Aplicada y Tecnología Avanzada CICATA) from IPN in 2006 and 2010 respectively. He is a research professor at the Universidad Autónoma Metropolitana Unidad Lerma, Estado de México. He has published several articles related to the field of robotics, as well as patents in the area of Engineering. He has directed and participated in various research and technological development projects and belongs to the National System of Researchers of México.

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Published

2024-07-31

How to Cite

Tovar Ortiz, L. A., Hernández-Bolaños, M. ., Herrera-Lozada, J. C. ., Rivera-Zárate, I., Olguín-Carbajal, M., & Sandoval-Gutierrez, J. (2024). Development and comparison of a vision system for hook inspection on cranes. IEEE Latin America Transactions, 22(8), 632–641. Retrieved from https://latamt.ieeer9.org/index.php/transactions/article/view/8874

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