Paper Info
Title
Combining ANFIS and Digital Coaching for Good Decisions in Industrial Processes.
Abstract
The context we address is the digitalization of industry and industrial processes. Digitalization brings enhanced logistics network and value chain integration, which are effective instruments to meet increasing competition and slimmer margins for productivity and profitability. Digitalization also brings pronounced requirements for effective planning, problem solving and decision-making. Decision analytics, including soft computing, will meet the challenges from growing global competition that major industrial corporations face and will help solve the problems of big data/fast data that digitalization is generating as a by-product. A new mantra is gaining support - powerful, intelligent systems will be effective for the digitalization of industrial processes. The discussion has paid less attention to the fact that users need advanced knowledge and skills to benefit from the intelligent systems. We need both an effective transfer of knowledge from developers, experts and researchers to users and support for daily use and operations as automated, intelligent industrial systems are complex to operate. We call this knowledge mobilization, and work out how ANFIS models and digital coaching contribute to good decisions in large, complex industrial processes.
Year
DOI
Venue
2019
10.1007/978-3-030-21920-8_18
FUZZY TECHNIQUES: THEORY AND APPLICATIONS
Keywords
Field
DocType
Industrial processes,ANFIS,Digital coaching
Computer science,Manufacturing engineering,Coaching,Adaptive neuro fuzzy inference system
Conference
Volume
ISSN
Citations 
1000
2194-5357
0
PageRank 
References 
Authors
0.34
0
1
Name
Order
Citations
PageRank
Christer Carlsson11844164.70