[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"article-smartfactory-kl-showcases-future-of-ai-collaboration-at-ai-hardware-edge-ai-summit":3,"$fjnKX72BiLw-CiZZ5MQCs0a0C_bANyAZUVd6PqPzBgJg":30,"$f-j9YGNBwRSSL7SH4JzUpRZrBt_Eb-enBkRymgC2HvJg":167,"$fR4DoeVRVekscO3pYCsJIt6KjRPIynjtNlytHFj6IDMg":208,"$fx0Dz-WUAXgaGJDFKp5JoFihuourpw4oC0uNO6EDK9Y8":214,"$fBs-3dKXserit54u6K6tjeid5TCkHQqDr9_Bj5KlRb7I":246},{"data":4},{"id":5,"title":6,"slug":7,"excerpt":8,"content":9,"imageUrl":10,"socialImageUrl":11,"publishedAt":12,"author":13,"category":14,"likes":15,"summary":16,"captionLinkedin":17,"captionTwitter":18,"captionInstagram":19,"seo":20,"prevPost":22,"nextPost":26},633,"SmartFactory-KL Showcases Future of AI Collaboration at AI Hardware & Edge AI Summit","smartfactory-kl-showcases-future-of-ai-collaboration-at-ai-hardware-edge-ai-summit","Discover how SmartFactory-KL is revolutionizing manufacturing with Federated AI, enabling secure data sharing without compromising sensitive information.","\u003Cp>\u003Cimg style=\"float: left;\" src=\"https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FOctober2023\u002Ftmpimageup_5Bjvj9.jpg\" alt=\"\" width=\"227\" height=\"170\">Data is essential when training Artificial Intelligence (AI) programs. Yet, companies are skeptical when it comes to sharing their data. After all, it could provide an interesting advantage to the competition. Federated AI is a Machine Learning approach that does not pass on any sensitive raw data. SmartFactory-KL (SF-KL) and the state university RPTU Kaiserslautern-Landau are collaborating on an actual application. To date, this is a production technology rarely used anywhere in the world, which is why our three experts were invited to present their practical results at the combined AI Hardware & Edge AI Summit held in California.\u003C\u002Fp>\r\n\u003Cp>\u003Cstrong> Kaiserslautern findings in California \u003C\u002Fstrong>\u003C\u002Fp>\r\n\u003Cp>The annual AI Hardware & Edge AI Summit focuses on machine learning and the design and deployment of hardware and software in the edge-cloud infrastructure. The Conference agenda includes presentations and expert discussions by the world’s leading researchers. The attendees from Kaiserslautern (KL) were Tatjana Legler, Vinit Hegiste, and Prof Dr Martin Ruskowski. Federated AI is a research topic at RPTU with the results being incorporated into the Kaiserslautern Shared Production system. Data rooms and the secure data exchange are essential technologies for smart manufacturing and mandatory for success in the future.\u003C\u002Fp>\r\n\u003Cp>Data is knowledge. Knowledge can be used or abused. With that in mind, the EU has adopted the GDPR (DSGVO) as a legal basis for handling private data. Nevertheless, many companies have data security concerns and are hesitant to give out any information at all. Edge-cloud platforms enable local, ‘in-house’ training of AI algorithms. However, faster and more effective results would be achieved by machine learning at multiple companies, where the training can benefit all parties. This is now possible using Federated AI. Data is analyzed and evaluated locally in edge devices, then encrypted and sent to the cloud. A central server aggregates the latest mathematical updates from all participating devices and enters them in a global model, which all parties can access. “Such AI procedures can be a real game changer,” said Prof Martin Ruskowski, CEO, SmartFactory-KL (SF-KL), adding, “We must not allow vague fears to deny us the possibilities of shared data in secure data rooms, otherwise Germany will risk technologically falling behind.”\u003C\u002Fp>\r\n\u003Cp> \u003Cstrong>The Use Case \u003C\u002Fstrong>\u003C\u002Fp>\r\n\u003Cp>Surface defects on products are analyzed in the Federated AI use case in KL. It starts with USB sticks in different colors and shapes. “The critical thing,” according to PhD candidate Legler, “is that a defect found at our company can be detected at some different location, without it being recognizable on which product the defect was originally detected.” Example: KL quality control detects a rust spot on the metal plug and mathematically feeds it into the global defect pool. There is no information about the company of origin, the location, or the product itself. It is not even apparent that the defect is a rust spot. This basic principle is already in practical use for AI-assisted training of quality controls at the KL Shared Production system. As an example, the production of individual components for a model truck is contracted nationwide. The suppliers train their AI applications locally with defects such as scratches, stains, unsightly edges, wrong colors, etc. Their findings help to improve the central algorithm, which in turn can be used by everyone. In this way, AI contributes to sustainability: It helps to reduce waste and costs. The Federated AI use case will be presented for the first time at Hannover Messe 2024.\u003C\u002Fp>\r\n\r\n\u003Cp>For more information: \u003Cstrong>www.smartfactory.de\u003C\u002Fstrong>\u003C\u002Fp>","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FOctober2023\u002FSY9xPxgEhVHedKIKBwjf.jpg","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fsocial\u002Fhorizontal\u002Fposts\u002FOctober2023\u002FSY9xPxgEhVHedKIKBwjf.jpg","2023-10-05T19:50:31+05:30","MWM Desk","News",0,"Federated AI allows companies to train machine learning models collaboratively without ever sharing sensitive raw data.\nSmartFactory-KL and RPTU are pioneering practical Federated AI applications to enhance quality control in industrial production.\nThis technology helps manufacturers reduce waste and costs by pooling insights into a global defect-detection model.","Data security is the biggest barrier to AI adoption in manufacturing, but the game is changing. Experts from SmartFactory-KL and RPTU recently shared their breakthroughs in Federated AI at the AI Hardware & Edge AI Summit in California. By training algorithms locally on edge devices and only sharing encrypted mathematical updates, companies can now benefit from shared knowledge without risking proprietary data. This collaborative approach, applied to surface defect detection, is setting a new standard for secure, efficient, and sustainable production. As Prof. Martin Ruskowski notes, embracing these secure data rooms is essential for staying competitive in the global market. Curious to see this in action? Keep an eye out for the live demonstration at Hannover Messe 2024. #FederatedAI #SmartManufacturing #IndustrialInnovation","SmartFactory-KL is changing the game for industrial AI. Learn how Federated AI allows manufacturers to share insights and improve quality control without exposing sensitive, proprietary data. The future of secure production is here. #FederatedAI #SmartManufacturing","Is your company hesitant to share data for AI training? You aren't alone! 🛡️ SmartFactory-KL is tackling this head-on with Federated AI. By training models locally and only sharing encrypted updates, they are helping manufacturers collaborate on quality control without exposing sensitive information. It's all about smarter, safer, and more sustainable production! 🏭✨ Catch their latest use case at Hannover Messe 2024. The future of the factory floor is looking brighter and more collaborative than ever! 🚀 #SmartFactoryKL #FederatedAI #Industry40 #ManufacturingTech #DataSecurity #Innovation #HannoverMesse",{"title":6,"description":8,"keywords":21},"federated ai, smart manufacturing, ai hardware, edge computing, data security, machine learning, smartfactory-kl, industrial ai, production technology",{"title":23,"slug":24,"imageUrl":25},"TAGMA India Elects President and Vice President at 32nd AGM","tagma-india-elects-president-and-vice-president-at-32nd-agm","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FOctober2023\u002FCbHF6jC7WF3DUqyLrcly.jpg",{"title":27,"slug":28,"imageUrl":29},"Empowering the Connected Industrial Economy: A Tale of Transformation","empowering-the-connected-industrial-economy-a-tale-of-transformation","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FOctober2023\u002Fk107CIkSGn6BxnKZYWvo.jpg",{"data":31,"links":104,"meta":109},[32,38,44,50,56,62,68,74,80,86,92,98],{"title":33,"slug":34,"excerpt":35,"imageUrl":36,"publishedAt":37,"author":13,"category":14},"KAS Group Brings G Sivakumar Onboard to Lead Manufacturing","kas-group-brings-g-sivakumar-onboard-to-lead-manufacturing","KAS Group appoints manufacturing veteran G Sivakumar as GM to bolster its semiconductor and advanced manufacturing operations in India.","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FJuly2026\u002Fnews\u002Fkas-group-brings-g-sivakumar-onboard-to-lead-manufacturing-vEi9jn.jpg","2026-07-31T03:43:17+05:30",{"title":39,"slug":40,"excerpt":41,"imageUrl":42,"publishedAt":43,"author":13,"category":14},"NORD Expands Functional Safety of NORDAC ON Drive Electronics","nord-expands-functional-safety-of-nordac-on-drive-electronics","NORD DRIVESYSTEMS upgrades its NORDAC ON frequency inverters with advanced functional safety features for smarter, safer automation.","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FJuly2026\u002Fnews\u002Fnord-expands-functional-safety-of-nordac-on-drive-electronics-EQbpyp.jpg","2026-07-31T03:39:50+05:30",{"title":45,"slug":46,"excerpt":47,"imageUrl":48,"publishedAt":49,"author":13,"category":14},"CII GreenPro Summit 2026 Drives India’s Industrial Decarbonization Agenda","cii-greenpro-summit-2026-drives-indias-industrial-decarbonization-agenda","CII GreenPro Summit 2026 accelerates India's industrial decarbonization with focus on green products and sustainable value chains.","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FJuly2026\u002Fnews\u002Fcii-greenpro-summit-2026-drives-indias-industrial-decarbonization-agenda-dlMTv5.png","2026-07-31T03:24:02+05:30",{"title":51,"slug":52,"excerpt":53,"imageUrl":54,"publishedAt":55,"author":13,"category":14},"BASF Launches Melyra and Inveris Gold Crop Protection Solutions in India","basf-launches-melyra-and-inveris-gold-crop-protection-solutions-in-india","BASF expands its Indian agricultural portfolio with the launch of Melyra and Inveris Gold, delivering advanced crop protection and enhanced productivity.","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FJuly2026\u002Fnews\u002Fbasf-launches-melyra-and-inveris-gold-crop-protection-solutions-in-india-gdMNFU.jpg","2026-07-31T02:38:13+05:30",{"title":57,"slug":58,"excerpt":59,"imageUrl":60,"publishedAt":61,"author":13,"category":14},"L&T Technology Services Launches Ainfonix™ 4.0 to Accelerate AI Adoption","lt-technology-services-launches-ainfonix-40-to-accelerate-ai-adoption","L&T Technology Services unveils Ainfonix™ 4.0 at EI Live, a cutting-edge platform designed to accelerate industrial AI adoption and data utility.","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FJuly2026\u002Fnews\u002Flt-technology-services-launches-ainfonix-40-to-accelerate-ai-adoption-n5XI9j.webp","2026-07-31T02:17:58+05:30",{"title":63,"slug":64,"excerpt":65,"imageUrl":66,"publishedAt":67,"author":13,"category":14},"Tembo Global Industries Opens New Vasai Facility, Boosts Capacity to 1,00,000 MTPA","tembo-global-industries-opens-new-vasai-facility-boosts-capacity-to-100000-mtpa","Tembo Global Industries scales up! Discover how their new 100,000 MTPA Vasai facility drives engineering innovation and infrastructure growth.","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FJuly2026\u002Fnews\u002Ftembo-global-industries-opens-new-vasai-facility-boosts-capacity-to-100000-mtpa-0tSB5k.png","2026-07-31T02:07:26+05:30",{"title":69,"slug":70,"excerpt":71,"imageUrl":72,"publishedAt":73,"author":13,"category":14},"N.A.N. MagneTech to Invest INR 1,250 Cr in NdFeB Magnet Plant","nan-magnetech-to-invest-inr-1250-cr-in-ndfeb-magnet-plant","N.A.N. 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management.","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FJuly2026\u002Fnews\u002Fhitachi-launches-builmirai-hub-in-india-for-intelligent-building-solutions-nAUiSk.jpg","2026-07-29T02:22:46+05:30",{"title":93,"slug":94,"excerpt":95,"imageUrl":96,"publishedAt":97,"author":13,"category":14},"Suzlon Begins FY27 with 23 Percent Revenue Growth, Record Q1 Deliveries","suzlon-begins-fy27-with-23-percent-revenue-growth-record-q1-deliveries","Suzlon Group reports 23% YoY revenue growth for Q1 FY27, hitting record deliveries of 506 MW and launching its ambitious Suzlon 2.0 strategy.","https:\u002F\u002Fmedia.magicwandmedia.in\u002Fposts\u002FJuly2026\u002Fnews\u002Fsuzlon-begins-fy27-with-23-percent-revenue-growth-record-q1-deliveries-U9ZhQA.png","2026-07-28T17:23:08+05:30",{"title":99,"slug":100,"excerpt":101,"imageUrl":102,"publishedAt":103,"author":13,"category":14},"Globe Toyota, BioTradX Partner to Advance Circular Resource 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Achieves Resounding Success at AMTEX - Asian Machine Tool Exhibition 2026","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=bG9SfWu7sAY","2026-07-28T21:29:47+05:30",{"first":174,"last":175,"prev":107,"next":176},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=1","https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=1012","https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=2",{"current_page":110,"from":110,"last_page":178,"links":179,"path":207,"per_page":110,"to":110,"total":178},1012,[180,181,182,183,185,187,189,191,193,195,197,199,200,204,206],{"url":107,"label":114,"page":107,"active":115},{"url":174,"label":117,"page":110,"active":118},{"url":176,"label":120,"page":121,"active":115},{"url":184,"label":124,"page":125,"active":115},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=3",{"url":186,"label":128,"page":129,"active":115},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=4",{"url":188,"label":132,"page":133,"active":115},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=5",{"url":190,"label":136,"page":137,"active":115},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=6",{"url":192,"label":140,"page":141,"active":115},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=7",{"url":194,"label":144,"page":145,"active":115},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=8",{"url":196,"label":148,"page":149,"active":115},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=9",{"url":198,"label":152,"page":153,"active":115},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=10",{"url":107,"label":155,"active":115},{"url":201,"label":202,"page":203,"active":115},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos?page=1011","1011",1011,{"url":175,"label":205,"page":178,"active":115},"1012",{"url":176,"label":163,"page":121,"active":115},"https:\u002F\u002Fdata.magicwandmedia.in\u002Fapi\u002Fvideos",{"id":107,"src":209,"path":210,"track_path":107,"alt":211,"raw":212,"ts":213},"\u002Fimages\u002Fassets\u002Ftop_feature.webp","\u002Fcontact-us","Advertise Here","",1785835113,{"data":215,"links":228,"meta":229},[216,217,218,219,220,221,222,223,224,225,226,227],{"title":33,"slug":34,"excerpt":35,"imageUrl":36,"publishedAt":37,"author":13,"category":14},{"title":39,"slug":40,"excerpt":41,"imageUrl":42,"publishedAt":43,"author":13,"category":14},{"title":45,"slug":46,"excerpt":47,"imageUrl":48,"publishedAt":49,"author":13,"category":14},{"title":51,"slug":52,"excerpt":53,"imageUrl":54,"publishedAt":55,"author":13,"category":14},{"title":57,"slug":58,"excerpt":59,"imageUrl":60,"publishedAt":61,"author":13,"category":14},{"title":63,"slug":64,"excerpt":65,"imageUrl":66,"publishedAt":67,"author":13,"category":14},{"title":69,"slug":70,"excerpt":71,"imageUrl":72,"publishedAt":73,"author":13,"category":14},{"title":75,"slug":76,"excerpt":77,"imageUrl":78,"publishedAt":79,"author":13,"category":14},{"title":81,"slug":82,"excerpt":83,"imageUrl":84,"publishedAt":85,"author":13,"category":14},{"title":87,"slug":88,"excerpt":89,"imageUrl":90,"publishedAt":91,"author":13,"category":14},{"title":93,"slug":94,"excerpt":95,"imageUrl":96,"publishedAt":97,"author":13,"category":14},{"title":99,"slug":100,"excerpt":101,"imageUrl":102,"publishedAt":103,"author":13,"category":14},{"first":105,"last":106,"prev":107,"next":108},{"current_page":110,"from":110,"last_page":111,"links":230,"path":164,"per_page":165,"to":165,"total":166},[231,232,233,234,235,236,237,238,239,240,241,242,243,244,245],{"url":107,"label":114,"page":107,"active":115},{"url":105,"label":117,"page":110,"active":118},{"url":108,"label":120,"page":121,"active":115},{"url":123,"label":124,"page":125,"active":115},{"url":127,"label":128,"page":129,"active":115},{"url":131,"label":132,"page":133,"active":115},{"url":135,"label":136,"page":137,"active":115},{"url":139,"label":140,"page":141,"active":115},{"url":143,"label":144,"page":145,"active":115},{"url":147,"label":148,"page":149,"active":115},{"url":151,"label":152,"page":153,"active":115},{"url":107,"label":155,"active":115},{"url":157,"label":158,"page":159,"active":115},{"url":106,"label":161,"page":111,"active":115},{"url":108,"label":163,"page":121,"active":115},{"id":107,"src":247,"path":210,"track_path":107,"alt":211,"raw":212,"ts":248},"\u002Fimages\u002Fassets\u002Fside_top.webp",1785835114]