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A sensor framework ...
A sensor framework for combined data streams and in-situ characterization of machining processes
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- Botkina, Darya (author)
- KTH,Powertrain manufacturing for heavy vehicles application lab, PMH
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- Peukert, Bernd (author)
- KTH,Industriell produktion
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- Gebhard, Tilman (author)
- KTH,Industriell produktion
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- Schwarz, Benedikt (author)
- KTH,Industriell produktion
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- Archenti, Andreas, 1973- (author)
- KTH,Industriell produktion
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- Lundholm, Thomas, 1957- (author)
- KTH,Powertrain manufacturing for heavy vehicles application lab, PMH
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(creator_code:org_t)
- Elsevier BV, 2020
- 2020
- English.
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In: Procedia CIRP. - : Elsevier BV. ; , s. 868-872
- Related links:
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https://doi.org/10.1...
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https://doi.org/10.1...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Subject headings
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- Machining vibrations is a critical phenomenon in the industry as they negatively affect the quality and tool-life. One common avoidance strategy for machining vibrations is the fine-tuning of process parameters, thus leading to longer production time. Our research addresses this challenge and uses different streams of data to classify problematic processes. Data streams of machining parameters, tool position, loads, vibration sensors, together with process plan data and cutting tool usage information, are visualized. Experiments are performed to derive classification criteria. These results are then used to observe vibrations in a five-axis machining center for further process adjustment.
Subject headings
- TEKNIK OCH TEKNOLOGIER -- Maskinteknik -- Produktionsteknik, arbetsvetenskap och ergonomi (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Mechanical Engineering -- Production Engineering, Human Work Science and Ergonomics (hsv//eng)
Keyword
- Cyber-physical manufacturing
- Data fusion
- Manufacturing data analytics
- Sensor integration
- Classification (of information)
- Cutting tools
- Machining
- Machining centers
- Manufacture
- Classification criterion
- Critical phenomenon
- Five-axis machining centers
- In-situ characterization
- Machining parameters
- Machining vibration
- Process adjustments
- Process parameters
- Data streams
Publication and Content Type
- ref (subject category)
- kon (subject category)
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