LEADER 05474nam 22007935 450 001 9910366577503321 005 20200703091257.0 010 $a3-030-32530-X 024 7 $a10.1007/978-3-030-32530-5 035 $a(CKB)5280000000190156 035 $a(MiAaPQ)EBC6002007 035 $a(DE-He213)978-3-030-32530-5 035 $a(PPN)24281977X 035 $a(EXLCZ)995280000000190156 100 $a20191228d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInternet of Things for Industry 4.0 $eDesign, Challenges and Solutions /$fedited by G. R. Kanagachidambaresan, R. Anand, E. Balasubramanian, V. Mahima 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (266 pages) 225 1 $aEAI/Springer Innovations in Communication and Computing,$x2522-8595 311 $a3-030-32529-6 327 $aPart I - Smart sensing in Industries -- Sensor design and rapid prototyping for industrial problems -- Technology, protocols and new innovations in IIoT -- Predictive analytics for critical machines using deep learning and machine intelligence -- Smart object recognition for warehouse logistics and security -- Digital Twin creating, challenges and solutions -- Part II - Machine Intelligence and automation -- Machine Health monitoring and fool proof diagnosis -- Role of AI and bio inspired computing in decision making -- Deep learning concepts aiding Industrial applications -- Energy harvesting methodologies and experimentation of sensors and actuators -- Reliability analysis and fault tolerant architecture for IIoT and Edge Computing -- Delay tolerant system for critical machine monitoring -- Part III - Role of robotics in smart production -- Automation solution for smart development applications -- UAV, UGV solutions for warehouse logistics -- Customer interaction and feedback collection robots using deep learning -- Smart recognition system for Business predictions -- Role of RFID in industry 4.0 -- Conclusion. 330 $aThis book covers challenges and solutions in establishing Industry 4.0 standards for Internet of Things. It proposes a clear view about the role of Internet of Things in establishing standards. The sensor design for industrial problem, challenges faced, and solutions are all addressed. The concept of digital twin and complexity in data analytics for predictive maintenance and fault prediction is also covered. The book is aimed at existing problems faced by the industry at present, with the goal of cost-efficiency and unmanned automation. It also concentrates on predictive maintenance and predictive failures. In addition, it includes design challenges and a survey of literature. Discusses the move towards Industry 4.0 standards and creating a digital twin concept to increase production Presents results and design solutions for industrial standards for IoT Intended for researchers, industrialists and data scientists. 410 0$aEAI/Springer Innovations in Communication and Computing,$x2522-8595 606 $aElectrical engineering 606 $aElectronics 606 $aMicroelectronics 606 $aApplication software 606 $aIndustrial engineering 606 $aProduction engineering 606 $aUser interfaces (Computer systems) 606 $aEngineering?Data processing 606 $aCommunications Engineering, Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/T24035 606 $aElectronics and Microelectronics, Instrumentation$3https://scigraph.springernature.com/ontologies/product-market-codes/T24027 606 $aInformation Systems Applications (incl. Internet)$3https://scigraph.springernature.com/ontologies/product-market-codes/I18040 606 $aIndustrial and Production Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T22008 606 $aUser Interfaces and Human Computer Interaction$3https://scigraph.springernature.com/ontologies/product-market-codes/I18067 606 $aData Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T11040 615 0$aElectrical engineering. 615 0$aElectronics. 615 0$aMicroelectronics. 615 0$aApplication software. 615 0$aIndustrial engineering. 615 0$aProduction engineering. 615 0$aUser interfaces (Computer systems). 615 0$aEngineering?Data processing. 615 14$aCommunications Engineering, Networks. 615 24$aElectronics and Microelectronics, Instrumentation. 615 24$aInformation Systems Applications (incl. Internet). 615 24$aIndustrial and Production Engineering. 615 24$aUser Interfaces and Human Computer Interaction. 615 24$aData Engineering. 676 $a004.678 702 $aKanagachidambaresan$b G. R$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aAnand$b R$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBalasubramanian$b E$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMahima$b V$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910366577503321 996 $aInternet of Things for Industry 4.0$91995465 997 $aUNINA