State of the Art in Industrial Automation
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In domains like industrial automation, healthcare, and consumer electronics, TLMs allow NLP functionalities to be embedded directly within devices, enabling intelligent interactions without constant reliance on the cloud.
“In domains like industrial automation [42], healthcare [43], and consumer electronics [44], TLMs allow NLP functionalities to be embedded directly within devices, enabling intelligent interactions without constant reliance on the cloud.”
From Tiny Language Models for Automation and Control: Overview, Potential Applications, and Future Research Directions (2025) · cites this paper as [42]
Cites
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Self-citationA SOA-based architecture for empowering future collaborative cloud-based industrial automation
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Self-citationVirtual Commissioning of an Assembly Cell with Cooperating Robots
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Self-citationBioinformatics integration and agent technology
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Self-citationA survey of black-box modernization approaches for information systems
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Self-citationService-oriented control architecture for reconfigurable production systems
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Self-citationReal-world Service Interaction with Enterprise Systems in Dynamic Manufacturing Environments
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Self-citationGeneric management services for DPWS-enabled devices
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Large-scale monitoring applications in process industry
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Lamaakal, I., Maleh, Y., El Makkaoui, K., Ouahbi, I., Pławiak, P., Alfarraj, O., Almousa, M., & Abd El-Latif, A. A. (2025) · Sensors · doi:10.3390/s25051318 · Cited by 60 · see citing works
- Authors
- Bangemann, T., Karnouskos, S., Camp, R., Carlsson, O., Riedl, M., McLeod, S., Harrison, R., Colombo, A. W., & Stluka, P.
- Affiliations
- Fluidhouse (Finland) (FI)
- University of Warwick (GB)
- University of Applied Sciences Emden Leer (DE)
- Honeywell (Czechia) (CZ)
- Corresponding author
- Bangemann, Thomas
- Venue
- Industrial Cloud-Based Cyber-Physical Systems
- Publisher
- Springer International Publishing
- Published
- 2014
- Pages
- 23-47
- OpenAlex
- W156594575
- Cited by
- 50
- References
- 29
- Citations by year
- 2025: 4 · 2024: 8 · 2023: 3 · 2022: 3 · 2021: 7 · 2020: 4 · 2019: 4 · 2018: 7 · 2017: 3 · 2016: 3 · 2015: 3 · 2014: 1
- FWCI
- 8.67
- Type
- book chapter
- Language
- en
- Open access
- closed
- Licence
- Locations
- Springer eBooks (publishedVersion)
- Funders
- Engineering and Physical Sciences Research Council (EP/K018191/1)
- Topics
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Flexible and Reconfigurable Manufacturing Systems
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Digital Transformation in Industry
- Physical Sciences › Engineering › Control and Systems Engineering › Industrial Automation and Control Systems
- Keywords
- industrial automation, service-oriented architecture, factories, shop floor, automation technology, production systems
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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.
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