2016 IEEE International Conference on Robotics and Automation (ICRA) 2016
DOI: 10.1109/icra.2016.7487404
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Autonomous disassembly of electric vehicle motors based on robot cognition

Abstract: This research work proposes a robotized workstation for automatic disassembly of electric vehicle motors. A novel image processing algorithm is proposed for autonomous detection of motor screws, to automate the task of motor disassembly. Instead of having a database of templates for matching, the screws are detected based on their characteristics with respect to its grayscale, depth and HSV values. Furthermore, with frame iterations, the accuracy of the system is increased mean while reducing its runtime. The … Show more

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Cited by 44 publications
(35 citation statements)
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“…Whatever the overall approach, lessons can be learned from the waste electrical and electronic equipment (WEEE) sector(Li et al 2018). Here material recovery solutions involve collaborative cells(Ruggeri et al 2017), containing vision systems and tool changing capabilities(Wegener et al 2015), depth sensors for component locating(Bdiwi et al 2016), socket changing(Chen et al 2014) and mobile robots for material relocation(Minca et al 2014). These systems (and others) require the development of suitable software (Salonitis and Stavropoulos 2013) and production chain-compliance standards(Bonnard et al 2018, Bonnard et al 2019 to enable autonomy via information and communications technology (ICT) integration.The expected growth in ICT comes as no surprise considering the IoT is reliant on the internet to increase the interoperability of people and products.…”
mentioning
confidence: 99%
“…Whatever the overall approach, lessons can be learned from the waste electrical and electronic equipment (WEEE) sector(Li et al 2018). Here material recovery solutions involve collaborative cells(Ruggeri et al 2017), containing vision systems and tool changing capabilities(Wegener et al 2015), depth sensors for component locating(Bdiwi et al 2016), socket changing(Chen et al 2014) and mobile robots for material relocation(Minca et al 2014). These systems (and others) require the development of suitable software (Salonitis and Stavropoulos 2013) and production chain-compliance standards(Bonnard et al 2018, Bonnard et al 2019 to enable autonomy via information and communications technology (ICT) integration.The expected growth in ICT comes as no surprise considering the IoT is reliant on the internet to increase the interoperability of people and products.…”
mentioning
confidence: 99%
“…Concerning the disassembly of cars, two different approaches can be described: the disassembly of a module from the car itself or the disassembly of certain car parts and subassemblies. The former is mostly concerned with handling tasks and path planning processes, e.g., Büker et al or Sánchez et al , whereas the latter employs more specialized ways of actual disengagement by the application of tools and vision technologies (Bdiwi et al ).…”
Section: Content Analysis and Classificationmentioning
confidence: 99%
“…The second most common keyword in content analysis is robot application. Most of the 41 classified publications show real life applications of robotized disassembly, especially in the automotive [41,[108][109][110][111][112][113][114][115][116][117][118] or electronics (WEEE) domain [15,33,44,49,[119][120][121][122][123][124][125][126][127][128][129][130][131][132]. Concerning the disassembly of cars, two different approaches can be described: the disassembly of a module from the car itself or the disassembly of certain car parts and subassemblies.…”
Section: Analysis Of Contentsmentioning
confidence: 99%
“…While persons perform more complex tasks, robots perform simple and repetitive tasks, such as removing screws and bolts from cases. A similar approach is proposed also by [43], but focusing on EV electric engines.…”
Section: Battery Engine Electronicsmentioning
confidence: 99%