Skip to main content

2020 | OriginalPaper | Buchkapitel

2. Why Do We Need Industrial AI?

verfasst von : Jay Lee

Erschienen in: Industrial AI

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

An introduction to the systematic discipline of Industrial AI and its transformational approach to problem solving in industry.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
This could also be “Algorithms,” but “Analytics” is more general, encompassing algorithms as well as other aspects.
 
2
See the book “Industrial Big Data: The Revolutionary Transformation and Value Creation in INDUSTRY 4.0 Era” [1] for an introduction to the differences between Industrial Big Data and Internet Big Data.
 
3
In August 2007, The United States’ President's Council of Advisors on Science and Technology (PCAST) published a report titled “Leadership under challenge: Information technology R&D in a competitive world” [6]. This made “Network Information Technologies and Physical World Connections” one of eight core technologies.
 
4
In October 2012, German Industry 4.0 working group formally proposed to the German government the implementation proposal of Industry 4.0 and made Cyber-Physical Production Systems (CPPS) the key technology of intelligent manufacturing systems [7].
 
Literatur
1.
Zurück zum Zitat Lee J (2015) Industrial big data: the revolutionary transformation and value creation in INDUSTRY 4.0 Era. China Machine Press Lee J (2015) Industrial big data: the revolutionary transformation and value creation in INDUSTRY 4.0 Era. China Machine Press
2.
Zurück zum Zitat Sharma J, Angelucci A, Sur M (2000) Induction of visual orientation modules in auditory cortex. Nature 404(6780):841CrossRef Sharma J, Angelucci A, Sur M (2000) Induction of visual orientation modules in auditory cortex. Nature 404(6780):841CrossRef
3.
Zurück zum Zitat McKinsey Global Institute (2018) Notes from the AI frontier: insights from hundreds of use cases. Available from: https://www.mckinsey.com/~/media/mckinsey/featured%20insights/artificial%20intelligence/notes%20from%20the%20ai%20frontier%20applications%20and%20value%20of%20deep%20learning/notes-from-the-ai-frontier-insights-from-hundreds-of-use-cases-discussion-paper.ashx McKinsey Global Institute (2018) Notes from the AI frontier: insights from hundreds of use cases. Available from: https://​www.​mckinsey.​com/​~/​media/​mckinsey/​featured%20​insights/​artificial%20​intelligence/​notes%20​from%20​the%20​ai%20​frontier%20​applications%20​and%20​value%20​of%20​deep%20​learning/​notes-from-the-ai-frontier-insights-from-hundreds-of-use-cases-discussion-paper.​ashx
4.
Zurück zum Zitat Ernest N, Carroll D, Schumacher C, Clark M, Cohen K, Lee G (2016) Genetic fuzzy based artificial intelligence for unmanned combat aerial vehicle control in simulated air combat missions. J Def Manag 6(1):2167–0374 Ernest N, Carroll D, Schumacher C, Clark M, Cohen K, Lee G (2016) Genetic fuzzy based artificial intelligence for unmanned combat aerial vehicle control in simulated air combat missions. J Def Manag 6(1):2167–0374
6.
Zurück zum Zitat Marburger JH, Kvamme EF, Scalise G, Reed DA (2007) Leadership under challenge: information technology R&D in a competitive world. Executive Office of the President Washington Dc President’s Council of Advisors on Science and Technology Marburger JH, Kvamme EF, Scalise G, Reed DA (2007) Leadership under challenge: information technology R&D in a competitive world. Executive Office of the President Washington Dc President’s Council of Advisors on Science and Technology
7.
Zurück zum Zitat Digital Transformation Monitor (2017) Industrie 4.0, Germany Digital Transformation Monitor (2017) Industrie 4.0, Germany
8.
Zurück zum Zitat Carter WA, Kinnucan E, Elliot J, Crumpler W, Lloyd K (2018) A national machine intelligence strategy for the United States. Center for Strategic & International Studies Carter WA, Kinnucan E, Elliot J, Crumpler W, Lloyd K (2018) A national machine intelligence strategy for the United States. Center for Strategic & International Studies
9.
Zurück zum Zitat Lee J, Qiu B, Liu Z, Wei M (2017) Cyber-physical system: the new generation of industrial intelligence. Shanghai Jiao Tong University Press Lee J, Qiu B, Liu Z, Wei M (2017) Cyber-physical system: the new generation of industrial intelligence. Shanghai Jiao Tong University Press
11.
Zurück zum Zitat Lee J, Davari H, Singh J, Pandhare V (2018) Industrial artificial intelligence for industry 4.0-based manufacturing systems. Manuf Lett 18:20–23CrossRef Lee J, Davari H, Singh J, Pandhare V (2018) Industrial artificial intelligence for industry 4.0-based manufacturing systems. Manuf Lett 18:20–23CrossRef
12.
Zurück zum Zitat Hutson M (2018) Artificial intelligence faces reproducibility crisis. Science Hutson M (2018) Artificial intelligence faces reproducibility crisis. Science
Metadaten
Titel
Why Do We Need Industrial AI?
verfasst von
Jay Lee
Copyright-Jahr
2020
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-2144-7_2

Premium Partner