6 machine learning misunderstandings
Ryan Francis for NetworkWorld: Machine learning isn’t confined to science fiction movie plots anymore; it’s fueled the proliferation of technologies that touch our everyday lives, including voice recognition with Siri or Alexa, Facebook auto-tagging photos and recommendations from Amazon and Spotify. And many enterprises are eager to leverage machine learning algorithms to increase the efficiency of their network. In fact, some are already using it to enhance their threat detection and optimize wide area networks.
As with any technology, machine learning could wreak havoc on a network if improperly implemented. Before embracing this technology, enterprises should be aware of the ways machine learning can fall flat to avoid setting back their operations and turning the c-suite away from implementing this technology. Roman Sinayev, security intelligence software engineer at Juniper Networks, cites ways to avoid the top machine learning missteps. Cont'd...
Industry 4.0-based Network Manager Ensures Solid Industrial Connectivity
Network connectivity of industrial equipment and devices is a vital element of Industry 4.0. If the connection fails, all data communication from field devices to back-end servers and cloud networks will be halted, disrupting the operation of Industry 4.0.
Manufacturing's Productivity Myth
Justin Fox for Bloomberg: The U.S. manufacturing sector is far from the basket case it is sometimes made out to be on the campaign trail. But it's important to realize that it isn't exactly going gangbusters, either.
The everything's-OK line about U.S. manufacturing goes something like this: Yes, lots of manufacturing jobs (7.3 million, to be precise-ish) have been lost since employment in the sector peaked in 1978, but real manufacturing output is at an all-time high. So the manufacturing sector is doing fine -- it's just that thanks to automation and other technological advances it has gotten much more productive and thus doesn't need as many workers. Cont'd...
Smart Factory Hackathon: Talented data-science specialists develop solutions for the factory of the future
Press Release via AutomotiveWorld: “Data drives our production – you innovate from our data” is the motto of the Smart Factory Hackathon, which was held at the Audi Forum Ingolstadt from October 19 to 21. Talented young data-science specialists from the fields of IT, mathematics and engineering developed innovative software solutions for the factory of the future, based on genuine but anonymized data sets from Audi’s production. On Friday afternoon, the winners of the IT competition were awarded their prizes: The “Happy Unicorns” team won first prize with its idea on the subject of container management.
The Smart Factory Hackathon is a programmers’ marathon in which participants work out digital solutions and prototypes for genuine application cases over a period of 24 hours. For the competition, more than 20 departments from the pre-series center, toolmaking, paint shop, assembly and logistics had provided anonymized data sets with which the teams had to work. The results were assessed by a jury of four Audi experts and the startup consultant Thorsten Weber from “UnternehmerTUM,” the center for innovation and startups at the Technical University of Munich. The teams then presented their ideas to an audience. The winners were decided equally by the jury assessment and the audience’s votes. Cont'd...
5 key trends in the global smart factory market
Abhishek Budholiya for Embedded Computing Design: Smart factories are being touted as the future of manufacturing. Continuous advancement in machine intelligence is expected to bring about a fourth industrial revolution, expected to offer a wide range of benefits, including greater efficiency, flexibility, and safety.
The global smart factory market was valued at nearly $52 billion in 2014 and is expected to expand at over 13 percent compound annual growth rate (CAGR) in the next ten tears. Let’s take a look at some key insights on the global smart factory market.
First, smart factories are gaining traction in the automotive and transportation sector. Tightening profit margins and stringent guidelines have made automotive manufacturing a highly competitive market. Cont'd...
High-Performance, High-Speed Motor Breathes Life into Ventilators and Respirators
New motor technology has changed the way modern ventilators and respirators are designed, making them quieter, more compact and more efficient.
Local Motors: Driving Innovation with Micro-Manufacturing
NewCo Shift: Local Motors was founded in 2007 by John “Jay” Rogers, an Ivy league-educated ex-Marine who wanted to marry his lifelong interest in vehicles with new economic models. The result: Local Motors, a company that, after eight years in business, now produces a series of vehicles built locally in a handful of facilities, but designed by a global community of enthusiasts.
Local Motors’ business model is built around its microfactories. The four now in existence"Š—"Šand the dozens more that the company plans to open over the next 10 years"Š—"Šeach focus on a few vehicle types. Each looks to source components locally to the greatest extent possible. And each features a modular factory floor that can be configured and reconfigured as needed to accommodate the demand for individual vehicles. Cont'd...
Application of Instant Messengers in Robotics. What Perspectives and Opportunities They Open
Why not to use the open protocols and API of messengers to control robots, whether this be a drone or a wheeled platform, via mobile phones?
Fujitsu to sell 'smart' factory systems in China
Nikkei Asian Review: Japan's Fujitsu will partner with Chinese group Shanghai Yidian to sell factory management systems in China, where the government is promoting such technology as a way to cope with a shrinking labor force and improve manufacturing quality.
These systems fall into the realm of "internet of things" -- networks of machines, such as factory robots or appliances, that can collect and share data.
The municipal-government-run Shanghai Yidian group comprises nearly 150 companies making electronic components, lighting and other products. Some of the group's factories have already adopted Fujitsu software that allows managers to monitor equipment in real time. These systems track energy usage as well as any problems the machines encounter. Cont'd...
Special Tradeshow Coverage for PACK Expo International
PACK Expo will be held from November 6th - 9th in Chicago, Illinois. This ManufacturingTomorrow.com Special Tradeshow report aims to bring you news, articles and products from this years event.
OMRON to Introduce 15,583 Models in 7 Categories to World, Second Wave of FA Devices Built on Common Design Platform
OMRON Corp., based in Kyoto City, will introduce to the world on October 3, 2016, a total of 15,583 models, in 7 categories, as the second wave of factory automation (FA) control devices built on a common design platform for unified product specifications.
Based on a wide range of products, OMRON has been continuing to work for the innovation of making control panels which house and control FA devices on the production front line. OMRON unified the design and size of FA devices, and introduced products in April 2016 which are built with the company's proprietary wiring technology "Push-In Plus Terminal Block" for device and control panel makers in need of "downsizing and space-saving" of FA devices and control panels, "expedited delivery," and "response to globalization." Full Press Release:
IMTS 2016 - Takeaways
Many of the OEMs were showing how their smart products and processes were driving new business models like servitization (manufacturing firms developing the capabilities to provide services and solutions that supplement their traditional product offerings) and new "power-by-the-hour" offerings.
Adidas Shows Off First Shoe Made In Its German Smart Factory
Designed to provide the ultimate fit, the adidas Futurecraft M.F.G. shoe represents the first high performance footwear to come out of the adidas SPEEDFACTORY in Germany, heralding a new era in footwear crafting while providing greater precision, unique design opportunities and high performance. Welcome to the future.
Adidas, meanwhile, plans to open its second Speedfactory next year in the Atlanta area.
Is a Robot After Your Job?
Robots may be after your job, but you could be their boss.
How to Attract Millennials to Advanced Manufacturing Jobs
Tony Oran for Quality Digest: In an age where popular technology careers are only seen as attractive if they are based in Silicon Valley or offered by the latest and greatest startup companies, the manufacturing industry must make changes to attract bright and talented Millennials. The numbers clearly illustrate this need.
Baby Boomers currently make up a large part of the manufacturing workforce. With many workers expected to retire in the coming decade, there will be nearly 3.5 million jobs to fill, according to Deloitte and the Manufacturing Institute. Millennials have now overtaken Baby Boomers as the most populous generation, making them one of the largest pools of talent for employers. Quantity, however, does not always translate to quality.
Employers are struggling to find qualified workers to fill available openings, and it’s a trend companies are seeing regardless of sector. Cont'd...
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Automation & IIoT - Featured Product
Collision Awareness Products - The Leader in Intersection Protection
The Look Out 4 is a motion-activated forklift intersection warning system designed to alert warehouse personnel of cross-traffic at 4-way intersections, using sensors and high-visibility LED lighting to reduce the risk of forklift-pedestrian collisions. With full 360° coverage and easy installation, it's ideal for high-traffic, blind-spot intersections where visibility is limited and quick reaction time is critical.
Manufacturing and Automation - Featured Company
maxon group
maxon is a leading supplier of high-precision DC brush and brushless servo motors and drives. These motors range in size from 4 - 90 mm and are available up to 500 watts. We combine electric motors, gears and DC motor controls into high-precision, intelligent drive systems that can be custom-made to fit the specific needs of customer applications.
