Turning Factories Into Smart Factories with AI
Artificial intelligence (AI) has been on everybody's lips since the triumphant launch of the ChatGPT chatbot. AI is also making great strides in industrial production technology. Machine learning can increase the efficiency of manufacturing. But just how does it work? Find out how at EMO Hannover 2023, from 18 to 23 September. Under the banner of "Innovate Manufacturing", the world's leading trade fair for production technology will be inspiring its trade audience by presenting plenty of fresh ideas, with artificial intelligence featuring prominently.
Can production machines really self-optimize? Can they learn from their mistakes? And is it possible for them to acquire know-how from other machines? Artificial intelligence (AI) makes all of this possible. When self-learning production machines function intelligently, this leads to greater productivity, lower costs, improved quality and reduced downtimes.
"We have spent a great deal of time on optimizing our production technology processes and have built up a competitive edge here. We now want to do the same in the digital transformation of industrial production," explains Markus Spiekermann, Head of the Data Economy Department at the Fraunhofer Institute for Software and Systems Engineering ISST. "Artificial intelligence is playing a decisive role in meeting the new requirements, " says Spiekermann. "Because only through the use of AI methods can high levels of automation be achieved."
Predictive Maintenance for Lathes
The AI trend is taking hold in industry. Machine tool manufacturer Weisser Söhne GmbH & Co. KG, for example, relies on AI models that enable predictive maintenance of its lathes.
"Predictive maintenance uses AI to forecast when a machine will nrequire servicing to prevent it from breaking down," explains Dr.-Ing. Robin Hirt, CEO and founder of Karlsruhe-based startup Prenode GmbH. Then software company helps machine builders equip their plants with customized AI-based features.
Modern production machines can self-optimize with the help of artificial intelligence, says Hirt. "They generally use so-called machine learning methods for this. These enable the machines to recognize patterns and correlations in the production data and automatically derive improvements from them." In many cases it is also possible for them to learn from their mistakes and adopt know-how from other machines.
Decentralized Data Used to Generate a Common AI model
The federated learning technique is often used, as the data obtained from a single lathe is often insufficient as the basis for an accurate AI model. Federated learning facilitates the "training" of a common AI model, with data stored in decentralized form but with no direct sharingn of data. The individual data therefore remains on the respective machines and does not have to be stored centrally in one place (such as in the machine manufacturer's cloud).
The AI models use ongoing lathe data to estimate the present status of the plant, and then forward this to the operating personnel. Deep learning neural networks are used for this.
Images: R. Eberhard, messekompakt.com, EBERHARD print & medien agentur gmbh
Source: Deutsche Messe AG
News
- 31.1.2025
Theresa Damm and Dominik Nöcker are the faces of DACH+HOLZ 2026 - 31.1.2025
iba 2025: Focus on Strong Artisan Bakery - 29.1.2025
ISM 2025: The leading trade fair of a globally booming industry - 29.1.2025
ProSweets Cologne 2025 is setting new benchmarks together with ISM - 24.1.2025
NürnbergMesse Earns Record Approx. EUR 360 Mio. - 24.1.2025
ALTENPFLEGE: NürnbergMesse Acquires Leading Exhibition for the Care Sector - 24.1.2025
Fraunhofer ILT: First Node for the Quantum Internet of the Future - 20.1.2025
Roland Thiemann is the new Director of Anuga FoodTec - 20.1.2025
Perimeter Protection 2025: Full exhibition halls, in-depth expert discussions - 20.1.2025
Conclusion of the consultation process at Steeltec AG - 15.1.2025
Conclusion of the consultation process at Steeltec AG - 14.1.2025
FNA: Expansion of renewable energies in 2024 - 14.1.2025
Fraunhofer IPMS: Very Bright Emissive Microdisplays through Multiple Stacked OLED - 14.1.2025
World Economic Forum recognized Siemens’ Fürth location as Sustainability Lighthouse - 3.1.2025
Art Basel announces Exhibitors and First Highlights for its 2025 Show in Hong Kong - 3.1.2025
MCH Group: Important Driving Force for the Basel Region - 3.1.2025
imm cologne 2025: Trade fair takes a break in January - 19.12.2024
ProSweets Cologne presents the event highlights of the Sweet Week 2025 - 19.12.2024
Dr. Axel C. Heitmann acquires Prime Lithium AG - 17.12.2024
Messe Frankfurt increases Group sales to €780 million - 17.12.2024
Bar Convent Berlin: Successful partnership with Messe Berlin extended until 2027 - 17.12.2024
ISPO Munich 2024: The future is now - 17.12.2024
Messe Frankfurt launches Interior Lifestyle South America - 12.12.2024
Joachim Herz Foundation invests in Weidmüller - 12.12.2024
FENSTERBAU FRONTALE 2026: Preparations Underway, Time to Secure Remaining Spots - 11.12.2024
boot Düsseldorf 2025: Great fun and excitement at the Dive Center - 11.12.2024
AIC 2025 Scheduled for May 9-11 at Shougang International Exhibitionv - 6.12.2024
Fraunhofer ILT: New Possibilities through Individual Beam Shaping - 6.12.2024
ART SG Returns in just Six Weeks! - 6.12.2024
Siemens Achieves Strong Progress on Sustainability Targets - 4.12.2024
Fraunhofer ILT: Hours needed to mill forming tools? A thing of the past! - 18.11.2024
UN Trade an Development Leads COP29 Baku Initiative for Climate Action - 18.11.2024
Meyer Burger Receives Notice of Termination from its Largest Customer, DESRI - 15.11.2024
COMPAMED 2024: Medical Technology Industry uses Global Reach to Compete for Innovation Leadership - 15.11.2024
Perimeter Protection 2025: Trade Fair Maintains Level of Success - 13.11.2024
BIOFACH 2025: Trendsetters for the Organic Community - 13.11.2024
Siemens Launches Fully Electronic e-Starter with Semiconductor Technology - 13.11.2024
Worldwide Silicon Wafer Shipments Increase 6% in Q3 2024, SEMI Reports - 1.11.2024
AMETEK Acquires Virtek Vision International - 1.11.2024
Project DioHELIOS launches as part of BMBF Funding Program “Fusion 2040” - 31.10.2024
BrauBriviale 2024: Brewers and winemakers – a perfect pairing - 31.10.2024
Fraunhofer ILT: Boosting Efficiency in Mining with AI and Automation - 31.10.2024
Change in the Board of Directors of Swiss Steel Group - 30.10.2024
Fraunhofer ILT: Boosting Efficiency in Mining with AI and Automation - 28.10.2024
ORGATEC 2024 surpasses expectations - 28.10.2024
From Interzoo 2024 to Petfood Forum 2025 - 17.10.2024
Fraunhofer ILT: Green aerospace with 3D printing - 17.10.2024
Fakuma 2024 got off to an excellent start - 17.10.2024
SEMICON Europa 2024 to Explore Innovations in Advanced Packaging - 9.10.2024
Swedish-American Chamber announce the upcoming 13th Green Connections conference - 9.10.2024
Fraunhofer ILT: Additive Manufacturing in the Throes of Technological Change - 8.10.2024
Covestro invests 100 million Euros in R&D - 8.10.2024
Fakuma 2024 is On the Home Stretch! - 3.10.2024
Discover the Art Antwerp 2024 - 3.10.2024
electronica 2024 impresses with a strong supporting program - 2.10.2024
Fraunhofer ILT: Laser Technologies for the Future of the Hydrogen Sector - 2.10.2024
Covestro Signs an Investment Agreement with ADNOC - 2.10.2024
Meyer Burger Announces Preliminary Half-year Figures - 2.10.2024
TOPTICA Photonics Expands Executive Board - 30.9.2024
MES and Industry 4.0 Summit 2025 in Porto - 30.9.2024
Meyer Burger Announces Preliminary Half-year Figures - 27.9.2024
ARBURG: Career campaign at Fakuma 2024 - 27.9.2024
EXPO REAL 2024: Space for Exchange and Dialog - 26.9.2024
Messe Berlin: Record-breaking Trade Show in Berlin - 26.9.2024
Messe München: Record Group Sales. Strong Exhibition Results in Germany - 26.9.2024
Brazil to be Partner Country at HANNOVER MESSE 2026 - 25.9.2024
WindEnergy 2024: Collaboration is Key to a Successful Energy Transition - 25.9.2024
Lutz-Jesco Presents Electrolysis System at the Interbad 2024 - 25.9.2024
ART + OBJECT at ART COLOGNE 2024 - 20.9.2024
EuroBLECH 2024 Sets out New Ways to Engage with Productivity - 20.9.2024
Fraunhofer IPMS: Optogenetic OLED-on-CMOS Stimulators for Neurosensory Therapies - 20.9.2024
MEDICA LABMED FORUM 2024: Experts meet to Discuss Trending Topics in Laboratory Medicine - 18.9.2024
The 5G and Industrial Wireless Arena Continues to Grow - 18.9.2024
FEMWORX Career Congress Launches Call for Papers - 16.9.2024
Aucotec at InnoTrans 2024 - 16.9.2024
IAA Transportation 2024: IVECO Strides Ahead on the “Road of Change” with Zero-emission - 13.9.2024
RX UK Appoints Rosi Viljoen as Head of Visitor Strategy - 13.9.2024
Global presence at IDS 2025 - 13.9.2024
Post-Consumer Recycled Material – the New Key to Sustainable Technical Compounds - 12.9.2024
2nd MEFED Dialogue Paves the Way for Energy Cooperation - 12.9.2024
MEMS & Imaging Sensors Summit to Highlight Innovations Driving the Next Generation - 12.9.2024
Servomold at the Fakuma 2024 - 11.9.2024
Fraunhofer ILT: New Approaches for the Cost-efficient Production of Fuel Cells - 11.9.2024
BMW Group Adjusts Guidance for 2024 Financial Year - 11.9.2024
ELMET at Fakuma 2024 - 6.9.2024
Transform & Beyond by EXPO REAL Celebrates a Strong Premiere - 6.9.2024
Paris Internationale Announces Participating Galleries - 5.9.2024
IREC: Join Us Next Week at RE+ 2024! - 5.9.2024
Frieze Seoul 2024 Is Now Open - 5.9.2024
BIOFACH Congress 2025: Yes, we do! - 4.9.2024
SEMICON® India 2024 to Highlight Local Semiconductor Ecosystem Growth - 4.9.2024
Fraunhofer ILT and Dreher Automation present laser blanking system at Euroblech 2024 - 4.9.2024
Natexpo 2024 in Lyon: Insights Into the Challenges of the Organic Sector - 3.9.2024
Meyer Burger Focuses on Module Production in Arizona - 3.9.2024
VDIK: André Schmidt takes over as President - 2.9.2024
ROEMHELD: Clamping Concept for Aluminium Castings - 2.9.2024
Arburg at Fakuma 2024 - 30.8.2024
Dr Daniel Lincot is the winner of the Becquerel Prize 2024 - 30.8.2024
Building Technologies Trade Fairs with a New Forward-looking Focus - 28.8.2024
Dreyplas GmbH: Better than PTFE and UHMWPE - 28.8.2024
JPB Système Takes Smart Washer Program to New Heights - 26.8.2024
ORGATEC 2024: Taking the Office of the Future into New Dimensions - 26.8.2024
Koelnmesse Starts Operating Cologne's Largest Inner-city Photovoltaic System - 23.8.2024
BMW is official partner of Frieze Seoul - 21.8.2024
gamescom goes Green: New Projects for even Greater Sustainability - 21.8.2024
Anuga 2025: Optimised Trade Fair Experience through Newly Designed Hall Structure - 21.8.2024
MEDICA + COMPAMED 2024: Adapted hall layout for even better integration - 19.8.2024
SEMI Reports: Global Semiconductor Manufacturing Industry Strengthens in Q2 2024 - 16.8.2024
METAL MAGIC: What to Expect from ALUMINIUM 2024 - 16.8.2024
CARAVAN SALON becomes the Centre of the Caravanning World - 14.8.2024
Coperion and Herbold Meckesheim at Fakuma 2024 - 14.8.2024
Fraunhofer ILT: New specialist conference aims to transfer know-how to laser-based optics production - 14.8.2024
Swiss Steel Group Achieves Several Strategic Milestones - 13.8.2024
NORTEC is Ready for the Future - 13.8.2024
BioFach: Fantastic News from North America - 13.8.2024
Meyer Burger postpones publication of 2024 half-year results to September 16, 2024 - 8.8.2024
Deutsche Messe AG: Back on track - 8.8.2024
Deutsche Messe Technology Academy: International hub for Industry 4.0 - 8.8.2024
InterTabac 2024: Cigar Trends from Across the World - 7.8.2024
IREC Hiring for Two Local Initiatives Program Managers - 7.8.2024
New SEMI Foundation and Policy Equity Group Collaboration - 7.8.2024
EXPO REAL in Changed Times - 6.8.2024
US Governor at Arburg - 6.8.2024
Meyer Burger and Solestial Sign Strategic Manufacturing Partnership - 2.8.2024
Fraunhofer ILT: Measuring Particle Size Distribution During the Grinding Process - 2.8.2024
Worldwide Silicon Wafer Shipments Increase 7% in Q2 2024, SEMI Reports - 1.8.2024
Countdown begins to EMO Hannover 2025: Online registration now open - 1.8.2024
BMW Group Posts Strong Growth in Fully-electric Vehicles - 30.7.2024
Koelnmesse Breaks Sales Record on its 100th Anniversary - 30.7.2024
Koelnmesse Expands its Substantial Global Scope in the Hardware Trading Sector to Colombia - 30.7.2024
wire & TUBE SHOW 2024 Visitor Pre-registration Opens! - 26.7.2024
Fraunhofer ILT: International alliance for green hydrogen - 26.7.2024
Technologies and Trends at electronica 2024 - 23.7.2024
Changes on the board of management of Robert Bosch GmbH - 23.7.2024
Amazon and Microsoft dominate 56% of the world's cloud service market in 2024 - 22.7.2024
New General Manager of Messe Düsseldorf in China - 22.7.2024
SMM to Host Top-class Conferences on Open Stages for the First Time - 22.7.2024
NürnbergMesse: Record Sales for a Jubilee Year - 19.7.2024
BDI: European Parliament Elections: “Europe Needs a Growth Plan Now” - 19.7.2024
Draft Determination for Adjusting Depreciation Arrangements in the Gas Sector - 19.7.2024
BMW Group Strengthens the Eclipse Foundation - 17.7.2024
Recycled Content is Key to Enable Contact Sensitive Packaging - 17.7.2024
TRUMPF with Declining Sales and Order Intake - 17.7.2024
CARAVAN SALON 2024 Kicks off with Dedicated Tourism Hall - 15.7.2024
Messe Augsburg will Combine Leading Consumer Trade Fairs - 15.7.2024
The ESC is coming back to Messe München - 15.7.2024
Messe Essen Becomes the Home of Screen Print Innovations - 8.7.2024
Eurobike 2024: True Momentum for the Global Bike and Ecomobility Industry - 8.7.2024
NürnbergMesse Supervisory Board Extends CEO Peter Ottmann’s Contract - 5.7.2024
Arburg at Fakuma 2024 - 5.7.2024
Covestro and bp sign long-term supply agreement for solar power in Spain - 5.7.2024
Schüco Focuses on Decarbonising the Building Envelope - 2.7.2024
Koelnmesse celebrates 100th anniversary with opening of Confex - 2.7.2024
Koelncongress: Toni Ackermann is the new Head of Congresses - 1.7.2024
MEDICA INNOVATION FORUM for the Healthcare Innovations of the Future - 1.7.2024
FACHPACK 2024 comes with exciting new features - 1.7.2024
ORGATEC 2024 to Pave the Way for Circular Biomaterials - 26.6.2024
Fraunhofer IPMS: EU project develops portable diagnostic device - 26.6.2024
Meyer Burger Makes Significant Progress in Relocating its core Business to the USA - 26.6.2024
electronica 2024: Answers to the Major Challenges Facing the Automotive Industry - 25.6.2024
Ad Guru Pens Quick Beach Read About Life, Art and Clutter - 25.6.2024
Bicycle Industry Shows Innovative and Competitive Spirit at Eurobike 2024 - 24.6.2024
EU PVSEC 2024: Exciting Programme for Parallel Events and the Industry Summit - 24.6.2024
The Nordic Countries are the Official Partner Region of gamescom 2024 - 24.6.2024
MedtecLIVE Demonstrates the Great Innovative Strength of Medical Technology - 21.6.2024
MedtecLIVE Demonstrates the Great Innovative Strength of Medical Technology in Stuttgart - 21.6.2024
Arburg: New Managing Director on board - 21.6.2024
BrauBeviale 2024: Brewing and Beverage Industry Invests in Solutions for the Future - 18.6.2024
INTERSOLAR 2024: Up-And-Coming Solar Market in Eastern Europe - 18.6.2024
SEMI: Global Semiconductor Fab Capacity Projected to Expand 6% in 2024 and 7% in 2025 - 18.6.2024
MedtecLIVE 2024: Stuttgart becomes the Centre of the European Medical Technology Industry - 17.6.2024
MCH Group appoints Eleonora Gennari as new Group CFO - 17.6.2024
Powertage 2024 Concludes with Success in Zurich - 17.6.2024
Art Basel announces exhibitors and first highlights for its renamed Art Basel Paris show - 12.6.2024
New Innovative Fermentation Project Brings New Hope for the Future of Sustainable Food - 12.6.2024
SEMI and Energy Collaborative Sponsors Meet with South Korea MOTIE Officials - 12.6.2024
B.I.G. Powers its Belgian Cushion Vinyl Production Plant with Green Energy - 10.6.2024
New SEMI Foundation Semiconductor PRIDE Initiative to Promote LGBTQ+ Inclusion in Chip Industry - 10.6.2024
SEMI 3D & Systems Summit to Highlight Heterogeneous Systems - 10.6.2024
Kaeser Kompressoren at the Achema 2024 - 7.6.2024
Independent US Testing Institute PVEL Lists Meyer Burger Modules in the Highest Category - 7.6.2024
The Elevator Show 2024: AFAG goes Dubai - 7.6.2024
$5.4 Trillion Floods into 10 Leading AI Companies’ Market Cap Since ChatGPT Debut - 31.5.2024
Fraunhofer ILT: A Look Back at the Future of Photonics - 31.5.2024
TDK Launches Environmentally Sustainable Radio Wave Absorbers Using Biomass Material - 30.5.2024
Management Change at Messe Düsseldorf - 30.5.2024
MEDICA INNOVATION FORUM for the healthcare innovations of the future - 30.5.2024
Art Basel and UBS celebrate 30 years of Partnership - 29.5.2024
Nordec and SSAB Agree on Deliveries of Fossil-free Steel - 29.5.2024
Art Basel Announces Exhibitors and First Highlights for its 2024 - 29.5.2024
New Survey to Access Job Skills Needs in Europe’s Microelectronics Industry - 27.5.2024
medFEL: The 2024 Edition Breaks New Ground - 27.5.2024
RX Acquires Sustainable Energy Conferences (SEC), owner of World Hydrogen Summit - 24.5.2024
electronica 2024 Showcases Smart Energy Solutions for the Future - 24.5.2024
Rittal Develops Megawatt Cooling for AI - 24.5.2024
ZEISS “Photonics & Optics” to be Established 2024/25 - 23.5.2024
Consortium Develops Evolutionary Concept for Recycling - 23.5.2024
KAESER KOMPRESSOREN: Powerful Performance in a Compact Package - 23.5.2024
TDK Displays the Latest Passive Component and Sensor Solutions at Sensor+Test - 22.5.2024
Casting Compound Perfectly Protects Electronics from Overheating - 22.5.2024
SEMICON Europa 2024 Call for Abstracts Opens - 21.5.2024
SavoirFaire 2024: Total experience focused on craftsmanship - 21.5.2024
SEMI: European Chips Skills Academy Launches Summer School in Italy - 21.5.2024
EU PVSEC 2024: Early Bird Registration Open - 17.5.2024
RX Announce New General Manager of RX INDIA - 17.5.2024
ZEISS: Double-digit Revenue Growth in First Half of Fiscal Year - 16.5.2024
60 years of Messe München: Fit for the future - 16.5.2024
Reinhard Pfeiffer and Stefan Rummel Reconfirmed as CEOs of Messe München for Another 5 Years - 16.5.2024
BrauBeviale 2024: Closely Linked to the Beverage Industry - 15.5.2024
SEMI University: New Online Certification Programs - 15.5.2024
Key Measures of Global Semiconductor Manufacturing Industry Strength Improve in Q1 2024 - 14.5.2024
IFAT 2024: The Low Pressure Experts - 14.5.2024
BMW at the RETTmobil 2024 - 14.5.2024
Deutsche Rohstoff: First Quarter Revenue up 30% to EUR 55.6 Million - 13.5.2024
analytica 2024 Confirms its Position as the World’s Leading Trade Fair for the Laboratory Sector - 13.5.2024
Koelnmesse breaks sales record on its 100th anniversary - 13.5.2024
Registration now open for UFI Global Congress in Cologne - 10.5.2024
Rapid.Tech 3D 2024: Additive manufacturing for defence technology - 10.5.2024
Kuehne+Nagel new service partner for logistics at Messe Karlsruhe - 10.5.2024
ZEISS expands its Innovation Hub in Dresden - 8.5.2024
Koelnmesse and DMG Events Join Forces to Boost the Middel East Exhibition Scene - 8.5.2024
SENSOR+TEST 2024: Focus on industry trends and challenges - 7.5.2024
electronica 2024 paves the way for the all-electric society - 6.5.2024
Jonathan Heastie Named Portfolio Director for RX UK’s Travel sector - 6.5.2024
NürnbergConvention Center goes SevenCenters - 3.5.2024
Over 1,000 companies have already confirmed their participation at the IDShow 2025 - 3.5.2024
Cable Car Congress with Top Speakers from all Over the World - 3.5.2024
Herbold Meckesheim and Coperion at IFAT 2024 - 3.5.2024
Worldwide Silicon Wafer Shipments Dip 5% in Q1 2024, SEMI Reports - 3.5.2024
Trends in the pet supplies industry at Interzoo 2024 - 25.4.2024
HMI 2024: Partner Country Norway - Pioneering the Green Industrial Transition - 25.4.2024
Arburg at the rapid+tct 2024 - 25.4.2024
Opening of the Fraunhofer Research Center for RESource-Efficient Energy Technologies - 24.4.2024
COVESTRO: Premiere at Chinaplas Trade Fair in Shanghai - 24.4.2024
Transparent Emissive Microdisplays for Ultra-light and Compact Augmented Reality Systems - 24.4.2024
Covestro Collaborates with Automotive Partners on Car-to-car Plastic Recycling - 23.4.2024
INTERMAT 2024: Portable Compressed Air with Battery Power - 23.4.2024
AKL: "Huge, completely untapped markets for photonics" - 22.4.2024
HERMES Startup AWARD 2024 goes to Archigas - 22.4.2024
HERMES AWARD 2024 goes to Schunk