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The Current State of Sensing, Health Management, and Control for Small-To-Medium-Sized Manufacturers
1National Institute of Standards and Technology, Gaithersburg, MD, USA.
Proceedings of the ASME International Conference on Manufacturing Science and Engineering. ASME International Conference on Manufacturing Science and Engineering
|July 25, 2017
Summary
Manufacturing small-to-medium enterprises (SMEs) need better data access to navigate digital technologies. Case studies reveal key priorities for performance measurement, condition monitoring, and operational planning.
Area of Science:
- Manufacturing Technology
- Industrial Engineering
- Digital Transformation
Background:
- Digital technology adoption in manufacturing is hindered by complexity and a lack of understanding of industry-specific needs, particularly for small-to-medium enterprises (SMEs).
- SMEs face challenges in integrating new technologies due to limitations in their operational environments and expertise.
Purpose of the Study:
- To identify the specific needs, priorities, and constraints of manufacturing SMEs regarding digital technologies.
- To understand SME requirements in performance measurement, condition monitoring, diagnosis, and prognosis.
Main Methods:
- Conducted industrial case studies with contract and original equipment manufacturers (OEMs) employing fewer than 500 people.
- Engaged with solution/equipment providers and National Institute of Standards and Technology (NIST) Hollings Manufacturing Extension Partnership (MEP) centers.
- Included discussions with shop-floor personnel and site visits.
Main Results:
- SMEs expressed a significant need for accessible and appropriate data to enhance understanding and planning of manufacturing operations.
- Identified industrially relevant use cases for digital tools in scheduling, maintenance, budgeting, and workforce augmentation.
Conclusions:
- Addressing the data accessibility gap is crucial for SME digital transformation.
- Case studies provide a foundation for developing targeted digital solutions that meet the practical needs of manufacturing SMEs.
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