Volume 5, Number 3 (2020)
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Home > Journals > SCIREA Journal of Electrical Engineering > Archive > Paper Information

NATURAL-LANGUAGE CHAT & CONTROL HMI FOR MANUFACTURING SHOPFLOOR

Volume 5, Issue 3, June 2020    |    PP. 62-77    |PDF (578 K)|    Pub. Date: June 27, 2020
14 Downloads     80 Views  

Author(s)
Zhao Zhiqiang, Nanyang Polytechnic, Singapore
Prabhu Vinayak Ashok, Nanyang Polytechnic, Singapore

Abstract
The ability to instantly and successfully interact among technical engineers, management team and machines is vital to the productivity and efficiency of manufacturing shopfloor. Chat messenger with smart mobile has obvious advantages for shopfloor management in group communication, instant notification and remote control. This paper presents a natural-language chat & control HMI for manufacturing shopfloor. The system successfully realizes a smooth two-way communication between users and shopfloor machines. Users can access just-in-time information, receive instant notifications, and remotely control shopfloor machines. All relevant parties can communicate over shopfloor matters in a chat group. The system comprises of four core modules, i.e. Chat Messenger, Chat Service Engine, Control & Communication Engine and Local Command Service. Chat Messenger provides chatting user interface and group management dealing with end-user’s enquiries and notifications via natural language. Chat Service Engine and Control & Communication Engine are two cloud-based service modules, which process questionnaire logic and transmit relevant commands and data bi-directionally between Chat Messenger and Local Command Service. Local Command Service is a local service terminal which implements interfaces and protocols directly interacting with shopfloor machines. It processes the requests and commands from Chat Messenger to shopfloor machines. It also checks real-time machine anomalies and automatically generates corresponding notifications. The system has been implemented in the advanced manufacturing shopfloor at Nanyang Polytechnic. The results and validation show the improvement of manufacturing shopfloor efficiency.

Keywords
Chat HMI, manufacturing shopfloor, smart factory, remote control, instant notification, industry 4.0

Cite this paper
Zhao Zhiqiang, Prabhu Vinayak Ashok, NATURAL-LANGUAGE CHAT & CONTROL HMI FOR MANUFACTURING SHOPFLOOR, SCIREA Journal of Electrical Engineering. Vol. 5 , No. 3 , 2020 , pp. 62 - 77 .

References

[ 1 ] Alison Coleman. How to increase efficiency in production, Future of Manufacturing 2016, Nov. 22, 2016
[ 2 ] James Hoerig. Visibility & Efficiency: Why shop floor control is key to manufacturing success, VP Manufacturing, CGS - 12/21/2015
[ 3 ] R. Teti, K. Jemielniak, G. O’Donnell, D. Dornfeld. Advanced monitoring of machining operations. CIRP Annals-Manufacturing Technology, Vol. 59, 717-739, 2010
[ 4 ] Mourtzis, E. Vlachou, N. Milas, N. Xanthopoulos. A cloud-based approach for maintenance of machine tools and equipment based on shopfloor monitoring, Procedia CIRP 41, 655 – 660, 2016
[ 5 ] Dr.-log. Klaus Wucherer. HMI, The window to the manufacturing and process industry, IFAC Analysis, Design and Evaluation of Human-Machine Systems, Kassel, Germany, 2001
[ 6 ] HMI - Natural language User Interfaces. http://www.talp.upc.edu/EXPERTISE-AREA-DETAIL/431/HMI, accessed Oct. 10, 2018
[ 7 ] Prakash M Nadkarni, Lucila Ohno-Machado, Wendy W Chapman. Natural Language Processing: an introduction, J Am Med Inform Assoc. 2011 Sep-Oct, 18(5): 544–551. 2011
[ 8 ] Natural Language Processing (NLP) techniques for extracting information, "Cruising the Data Ocean" blog series - Part 4 of 6 ESSENGE, https://www.searchtechnologies.com/blog/natural-language-processing-techniques, accessed Oct. 10, 2018
[ 9 ] A. A. Sattikar, R. V. Kulkarni. Natural Language Processing for content analysis in social networking, International Journal of Engineering Inventions, ISSN: 2278-7461, Volume 1, Issue 4, PP: 06-09, Sep. 6, 2012
[ 10 ] Cloud Natural Language, https://cloud.google.com/natural-language/, accessed Oct. 10, 2018
[ 11 ] HMI development with virtuosity automation, http://virtuosityautomation.com/services/hmi-development/, accessed on Oct 2018
[ 12 ] The CompanyMessenger in the Industry 4.0, https://company-messenger.com/, accessed Oct. 10, 2018
[ 13 ] HMI: New ways to chat with your machines, industry 4.0, our highlight, Jan. 2016 http://emag.directindustry.com/article-long/hmi-new-ways-to-chat-with-your-machines/, accessed Sep. 6, 2018
[ 14 ] Viber REST API, https://developers.viber.com/docs/api/rest-bot-api/, accessed Mar. 15, 2018
[ 15 ] Unification Engine, https://www.mobileforcesoftware.com/sites/default/files/mobileforce_unification_engine_databrief_v17.1.pdf, accessed Mar. 15, 2018
[ 16 ] UE messaging API, UE AI API, https://uib.ai/developer-api/, accessed Mar. 15, 2018
[ 17 ] MTConnect overview, http://mtconnect.org/index.php?option=com_content&task=blogcategory&id=0&Itemid=26, accessed Mar. 15, 2018
[ 18 ] DNC connectors, https://en.wikipedia.org/wiki/Direct_numerical_control, accessed Mar. 15, 2018
[ 19 ] Gartner’s Top 10 Strategic Technology Trends for 2017, https://www.gartner.com/smarterwithgartner/gartners-top-10-technology-trends-2017/, accessed Oct. 10, 2018

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