Haptic-based touch detection for collaborative robots in welding applications
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The contamination level of the dataset influences the performance of the algorithm.
“Results confirmed the influence of the contamination level related to the dataset.”
From Advanced Applications of Industrial Robotics: New Trends and Possibilities (2021) · cites this paper as [24]
The 3-Sigma rule achieved better performance than the Hampel identifier in precision percentage (mean 99.9%) and miss rate (mean 10%).
“Experimental results showed better performance of the 3-Sigma rule in terms of precision percentage (mean value of 99.9%) and miss rate (mean value of 10%) concerning the Hampel identifier.”
From Advanced Applications of Industrial Robotics: New Trends and Possibilities (2021) · cites this paper as [24]
Cites
Industry 4.0: A survey on technologies, applications and open research issues
Lu, Y. (2017) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2017.04.005 · Cited by 3,012 · see citing works
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Advanced Applications of Industrial Robotics: New Trends and Possibilities
Dzedzickis, A., Subačiūtė-Žemaitienė, J., Šutinys, E., Samukaitė-Bubnienė, U., & Bučinskas, V. (2021) · Applied Sciences · doi:10.3390/app12010135 · Cited by 228 · see citing works
- Authors
- Tannous, M., Miraglia, M., Inglese, F., Giorgini, L., Ricciardi, F., Pelliccia, R., Milazzo, M., & Stefanini, C.
- Affiliations
- Scuola Superiore Sant'Anna (IT)
- Corresponding author
- Tannous, Michael
- ORCID
- Venue
- Robotics and Computer-Integrated Manufacturing
- Publisher
- Elsevier BV
- Published
- 2020-08
- Volume
- 64
- Pages
- 101952
- ISSN
- 0736-5845 (ISSN-L)
- OpenAlex
- W3005870763
- Cited by
- 51
- References
- 1
- Citations by year
- 2026: 4 · 2025: 9 · 2024: 10 · 2023: 8 · 2022: 6 · 2021: 9 · 2020: 5
- FWCI
- 3.36
- Type
- journal article
- Language
- en
- Open access
- Licence
- Locations
- Robotics and Computer-Integrated Manufacturing (publishedVersion)
- CINECA IRIS Institutial research information system (University of Pisa) (submittedVersion, cc-by-nc-nd)
- CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies) (submittedVersion)
- Funders
- Tuscany Region
- Topics
- Physical Sciences › Engineering › Control and Systems Engineering › Robot Manipulation and Learning
- Physical Sciences › Engineering › Mechanical Engineering › Teleoperation and Haptic Systems
- Physical Sciences › Engineering › Control and Systems Engineering › Industrial Automation and Control Systems
- Keywords
- haptic sensing, tactile sensing, collaborative robots, welding, human-robot interaction, outlier detection, real-time detection, sensor contamination, Industry 4.0
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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