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Disassembly, as a part of the electronic waste (e-waste) management process, is a labour-intensive task. The emergence of collaborative robots (cobots) provides a robotic solution to reduce the human efforts during disassembly. This study evaluated muscle activation patterns during cobot-assisted e-waste disassembly using surface electromyography (EMG). Twenty-two participants were recruited to perform disassembly tasks with and without cobot assistance. EMG signals from biceps brachii (BB), brachioradialis (BR), upper trapezius (UT), and erector spinae (ES) were collected simultaneously. Six features were then calculated to determine muscle activation patterns. Additionally, EMG-EMG coherence analysis was conducted for BR and ES muscles. Results showed a significant reduction in muscle activity with cobot assistance, particularly in the left ES muscle (46.4% decrease). Moreover, coherence between BR and ES muscles significantly increased. These findings indicate the proposed collaboration strategy not only reduces the muscle activity but also sheds light on enhancing muscle coordination during e-waste disassembly.
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http://dx.doi.org/10.1080/00140139.2024.2436534 | DOI Listing |
Waste Manag
August 2025
Department of Environmental Engineering Sciences, University of Florida, Gainesville, FL, 32611, United States. Electronic address:
The global acceleration of electronic waste (e-waste) generation has created significant environmental, economic, and social challenges. Emerging technologies and shorter product lifespans are expected to intensify this growth. Despite the potential for material recovery, only a small fraction of e-waste is formally recycled, with a significant loss of critical resources such as rare earth elements and increased environmental degradation.
View Article and Find Full Text PDFMater Horiz
July 2025
Department of Material Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul 08826, Republic of Korea.
Electronic waste (e-waste) is one of the fastest-growing waste streams, largely due to surging demand for devices like smartphones, tablets, and laptops. While e-waste contains valuable resources, its disposal also involves hazardous components that threaten human health and the environment. A critical barrier to effective recycling is the adhesives used in device assembly, which complicate disassembly and reduce material recovery.
View Article and Find Full Text PDFErgonomics
December 2024
Department of Industrial and Systems Engineering, University of Florida, Gainesville, FL, USA.
Disassembly, as a part of the electronic waste (e-waste) management process, is a labour-intensive task. The emergence of collaborative robots (cobots) provides a robotic solution to reduce the human efforts during disassembly. This study evaluated muscle activation patterns during cobot-assisted e-waste disassembly using surface electromyography (EMG).
View Article and Find Full Text PDFEnviron Health (Wash)
December 2023
MOE Key Laboratory of Pollution Processes and Environmental Criteria, College of Environmental Science and Engineering, Nankai University, Tianjin 300350, China.
There is currently a dearth of evidence regarding the impact of the manipulation mode on human occupational exposure to volatile organic compounds (VOCs) originating from e-waste dismantling. Therefore, 11 VOC metabolites (mVOCs) and four oxidative stress biomarkers (OSBs; i.e.
View Article and Find Full Text PDFPer- and poly-fluoroalkyl substances (PFAS), which are long-lasting environmental contaminants that are released into the environment during the e-waste disassembly process, pose a threat to human health. Human milk is a complex and dynamic mixture of endogenous and exogenous substances, including steroid hormones and PFAS. Therefore, in this study, we aimed to investigate the association between PFAS and steroid hormones in human milk from women living close to an e-waste disassembly area.
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