by Gary Mintchell | Nov 8, 2019 | Automation, Technology
Artificial Intelligence, or AI, is not necessarily the dystopian technology portrayed in books and movies. Although neither artificial or intelligent, AI can be a powerful tool in the engineer’s kit.
Recently Carl Palme of Neurala chatted with me introducing the company and what it means by AI in its vision systems. We both have some sheet metal work in our backgrounds, so we found common cause with one of the powerful applications—finding small surface anomalies.
There is also company news. In short:
- IHI Corporation Selects Neurala to Enable Industrial Visual Inspection and Analysis Powered by AI
- One of the Largest Global Heavy-Industry Manufacturers Partners With Leader in Automated Visual Inspections to Build Vision AI-Powered Industrial Solutions
AI-powered visual inspection pioneer Neurala announced a partnership with IHI, one of the largest manufacturers in the world.
IHI is a leading producer of aircraft engines and turbochargers for vehicles and industrial machines, along with additional transport-related machinery and more. Neurala’s automated visual inspection platform will be deployed as a key component of IHI’s workflow, improving manufacturing optimization and enabling more efficient industrial inspections.
“Automation is an area of critical focus as we further strengthen our reputation as the leading manufacturer of transport-related machinery worldwide,” said Ms. Nobuko Mizumoto, Director of IHI Corporation. “Today, we are collecting data on our workflow that needs to be carefully analyzed. AI-assisted data analysis is the future of manufacturing processes, and Neurala has the industrial and manufacturing inspection expertise we require in an AI solution. As we lead IHI into Industry 4.0, we are proud to partner with Neurala to deploy a reliable AI that can function in settings that are subjective and change rapidly, without requiring any downtime on our production lines.”
IHI will leverage Neurala’s automated visual inspection platform to review product and workflow processes, cementing its reputation as a leader in safety and efficiency. AI-powered inspections allow manufacturers to accelerate new initiatives without sacrificing a gold standard of quality workmanship. IHI will use Neurala’s Brain Builder, the first cost-effective AI tool that allows users to build, deploy and analyze custom vision AI solutions with instant feedback on performance. Brain Builder simplifies the process and reduces the time to deployment in subjective settings, using on-the-fly learning to increase accuracy as the user adds data.
“We are thrilled to partner with IHI as we illustrate the critical role AI will play in manufacturing, improving efficiency in a field in which optimization is essential,” said Massimiliano Versace, co-founder and CEO of Neurala. “We look forward to building upon our strong presence in the APAC region through an industry leader like IHI. IHI selected Neurala to bolster its offerings as the industrial sector continues to evolve; our partnership will demonstrate the value of implementing AI to solve challenges of visual inspection on factory floors and to improve automation.”
Neurala is the company behind Brain Builder: a SaaS platform that dramatically reduces the time, cost and skills required to build and maintain production-quality custom vision AI solutions. Founded in 2006, Neurala’s research team invented Lifelong-DNN (L-DNN) technology, which reduces the data requirements for AI model development and enables continuous learning in the cloud or at the edge. Now, with customers in the industrial, drone, robotics, and smart devices verticals, Neurala’s technology has been deployed on 53 million devices globally.
by Gary Mintchell | Sep 11, 2019 | Internet of Things, Manufacturing IT
Major IT companies have been scrambling to compete in the Industrial Internet of Things market. The control, instrumentation, and automation companies all talk about how this is all stuff they’ve been doing for years, or even decades, this is really quite new.
The first IT company people I talked with talked about selling boxes—gateways or edge computing. I’m thinking that there’s not enough money in that market. And, I was right. As the companies flesh out their strategies, the IoT group leadership keeps moving higher up the corporate ladder. And the vision broadens to include much of the portfolio of the companies enabling them to progressively enhance their competitive positions within their major customers.
Hitachi Vantara has recently been talking with me about their approach to the problem. I learned about Vantara and its focus initially through people I knew who landed new positions there. Life is always about serendipity. In the past, I’ve reported on the Lumada platform and the way the company is building modularly atop it. There was Maintenance Insights and then Video Insights. Now unveiled is Manufacturing Insights. I will get a deeper dive and talk to customers the second week of October when I attend its customer conference.
Note that these applications have more in common with MES than what you might think of as simply connecting devices with IIoT. In other words, the value proposition and integration into the customer grows.
Let’s discuss the latest addition to the Hitachi Lumada platform, Manufacturing Insights, which the company describes as a suite of industrial internet-of-things (IoT) solutions that empower the manufacturing industry to achieve transformative outcomes from data-driven insights. Using artificial intelligence (AI), machine learning (ML), and DataOps, Lumada Manufacturing Insights optimizes machine, production, and quality outcomes.
“Data and analytics have the power to modernize and transform manufacturing operations. But for too many manufacturers today, legacy infrastructure and disconnected software and processes slow innovation and impact competitive advantage,” said Brad Surak, chief product and strategy officer at Hitachi Vantara. “With Lumada Manufacturing Insights, customers can lay a foundation for digital innovation that works with the systems and software they have already to operationalize immediate gains in uptime, efficiency and quality and transform for the future.”
Accelerate Manufacturing Transformations
Lumada Manufacturing Insights applies data science rigor to drive continuous improvement opportunities based on predictive and prescriptive analytics. The solution integrates with existing applications and delivers actionable insights without the need for a rip-and-replace change of costly manufacturing equipment or applications. Lumada Manufacturing Insights supports a variety of deployment options and can run on-premises or in the cloud.
“With Hitachi Vantara, our customers benefit from our deep operational technology expertise and distinctive approach to co-creating with them to accelerate their digital journey,” said Bobby Soni, chief solutions and services officer at Hitachi Vantara. “With our proven methodologies and advanced tools, we can tailor solutions for our customers that enhance productivity, increase the speed of delivery, and ultimately deliver greater business outcomes.”
Providing machine, production and quality analytics, Lumada Manufacturing Insights drives transformational business outcomes by enabling customers to:
• Build on the intelligent manufacturing maturity model and empower the digital innovation foundation for continuous process improvement.
• Integrate data silos and stranded assets and augment data from video, lidar, and other advanced sensors to drive innovative new use cases for competitive advantage.
• Drive 4M (machine, man, material and methods) correlations for root-cause analysis at scale.
• Evaluate overall equipment effectiveness (OEE) and enhancement recommendations based on advanced AI and ML techniques.
• Evaluate scheduling efficiency and optimize for varying workloads, rates of production and workorder backlogs.
• Monitor and guide product quality with predictive and prescriptive insights.
• Improve precision of demand forecast and adherence to production plans and output.
Customer Comments
I hope to get more depth while I’m at the Next 2019 user conference Oct. 9-10. Here are some supplied quotes.
“Significant short-lead products have to be designed, prototyped and delivered to meet the demands of our customers and partners as we accelerate the product supply for 5G. Ericsson and Hitachi Vantara have collaborated to test Lumada Manufacturing Insights to gear up for an anticipated increase in new product introductions, establishing a digital innovation foundation for sustained gains,” said Shannon Lucas, head of customer unit emerging business for Ericsson North America. “We are leveraging the same solution that we will take to our joint customers in partnership with Hitachi Vantara, and will further expand IIoT use cases based on our 5G technologies.”
“As a progressive manufacturer, our focus was to accelerate transformative change, eliminate data silos and build a foundation for digital innovation that would accelerate our journey toward Manufacturing 4.0. “We leveraged the IIoT workshop to align our use cases with our business transformation priorities and have a roadmap for success with Lumada Manufacturing Insights,” said Vijay Kamineni, business transformation leader at Logan Aluminum. “The collaboration with Hitachi Vantara enables us to define business goals for each stage of our transformation, with clear outcomes that we believe will accelerate gains in productivity, quality, safety and sustainable manufacturing. “Hitachi Vantara brings a unique IT/OT advantage that will help us in the long run.”
“Humans and machines working together to deliver the vision of ‘digital drilling’ is driven by our ambition to achieve transformative outcomes, drilling our best wells every time and consistently achieving Target Zero for accidents. With Hitachi Vantara, we are realizing time to value with industrial analytics and the powerful Lumada platform to process more than 20,000 data streams per second per rig, providing actionable information to the right people at the right time and helping make optimal decisions. This drives our operational excellence and consequently our competitive advantage,” said Shuja Goraya, CTO at Precision Drilling Corporation. “We’re leveraging insights from video and lidar, integrating it with Lumada Manufacturing Insights to deliver business outcomes. It’s driving process optimization through effectively identifying improvement opportunities and shortening well delivery times for our customers. It’s all about effective use of data to make better decisions and then being able to consistently execute on these learnings. We are excited about our strategic partnership with Hitachi Vantara.”
Availability
Lumada Manufacturing Insights will be available worldwide Sept. 30, 2019.
by Gary Mintchell | Aug 16, 2019 | Automation, Internet of Things, Manufacturing IT, Operations Management, Technology
The short take: ADVICS and Macnica Networks, Inc. deploy FogHorn Edge Computing Software in Smart Factory Transition. We talk endlessly about IoT, digital transformation, and now Smart Factory Transition. Do these terms mean anything? I think we are seeing people do actual work by using digital technologies that they mostly already have pieces of. Then marketers come along and christen it with a name. We are witnessing real progress improving manufacturing and production with modern thinking and tech.
In this case according to the press release, a $5B automotive brake system manufacturer deploys FogHorn Lightning Edge Computing Software Platform for real-time data processing, machine learning and AI. Note: machine learning is usually considered a subset of AI.
ADVICS Co. Ltd., working with Macnica Networks Inc., has deployed FogHorn Lightning Edge Computing Software to provide onsite data processing, real-time analytics, and ultimately machine learning AI in its smart factory transition.
ADVICS supplies advanced, high-quality automotive brake systems and components globally. ADVICS partnered with Macnica Networks to digitize its manufacturing sites and integrate varied equipment data to enable edge-based real-time visualization and analytics of its manufacturing. The digital transformation has allowed ADVICS to identify production issues immediately and quickly determine the root cause therefore improving manufacturing efficiencies. Manual workloads surrounding data acquisition have also been significantly reduced, enabling operation leaders to spend more time on managing production.
“ADVICS digital transformation to a smart factory reflects their mission to contribute to the reliability of society by pursuing a better safety, environment and comfort through products that delight customers,” said Yuta Endo, vice president, general manager of business development and head of APAC operations at FogHorn. “We are excited to work with our partner, Macnica Networks, to help ADVICS enhance manufacturing efficiency. FogHorn Lightning is uniquely positioned to help companies transform streaming data into actionable, predictive insights right at the edge, providing real-time monitoring and diagnostics, streaming analytics, machine learning and operations optimization.”
FogHorn’s Lightning product portfolio embeds edge computing software locally, as close to the source of streaming sensor data as possible. FogHorn Lightning Edge platform delivers low latency for onsite data processing and real-time analytics in addition to its machine learning and artificial intelligence (AI) capabilities.
ADVICS is one of the 13 major Aisin Group companies. The main business is the development, production and sales of automotive brake systems and parts that make up these systems.
Macnica Networks is a member of the Macnica Group, a growing global technology distributor. The company has over 20 years of experience in product localization, sales, and technical support of computer network equipment. It supplies a full line of leading-edge network appliances, software, telecom solutions to its customers, and consistently brings innovative new products to their portfolio.
FogHorn is a developer of edge computing software for industrial and commercial IoT application solutions.
by Gary Mintchell | May 17, 2019 | News, Technology
Today’s big enterprise IT news concerns Hewlett Packard Enterprise (HPE) and Cray entering into a definitive agreement under which HPE will acquire Cray for $35.00 per share in cash, in a transaction valued at approximately $1.3 billion, net of cash.
This is another example of technology industry consolidation. We’re seeing it with instrumentation, control, and automation companies. Enterprise IT is rapidly going that way. Both HPE and Dell Technologies have been scarfing up companies either matured and not growing or in need of capital to survive.
Signs of maturing industries mean one kind of shock waves for employment within them. But also this usually means preparing room in the market for new companies with disruptive new technologies and business models. It’s possible that we’re about to see a leap in quantum computing out of all this.
What does this mean for industrial users? We are seeing already companies like HPE moving their powerful compute platforms to the edge. With every advancement, we’ll see additional compute power bringing databases, analytics, AI, video and other applications to more remote installations.
Some additional details from the press release:
“Answers to some of society’s most pressing challenges are buried in massive amounts of data,” said Antonio Neri, President and CEO, HPE. “Only by processing and analyzing this data will we be able to unlock the answers to critical challenges across medicine, climate change, space and more. Cray is a global technology leader in supercomputing and shares our deep commitment to innovation. By combining our world-class teams and technology, we will have the opportunity to drive the next generation of high performance computing and play an important part in advancing the way people live and work.”
The Explosion of Data is Driving Strong HPC Growth
The explosion of data from artificial intelligence, machine learning, and big data analytics and evolving customer needs for data-intensive workloads are driving a significant expansion in HPC.
Over the next three years the HPC segment of the market and associated storage and services is expected to grow from approximately $28 billion in 2018 to approximately $35 billion in 2021, a compound annual growth rate of approximately 9 percent. Exascale is a growing segment of overall HPC opportunities and more than $4 billion of Exascale opportunities are expected to be awarded over the next five years.
“This is an amazing opportunity to bring together Cray’s leading-edge technology and HPE’s wide reach and deep product portfolio, providing customers of all sizes with integrated solutions and unique supercomputing technology to address the full spectrum of their data-intensive needs,” said Peter Ungaro, President and CEO of Cray. “HPE and Cray share a commitment to customer-centric innovation and a vision to create the global leader for the future of high performance computing and AI. On behalf of the Cray Board of Directors, we are pleased to have reached an agreement that we believe maximizes value and are excited for the opportunities that this unique combination will create for both our employees and our customers.”
High performance computing is a key component of HPE’s vision and growth strategy and the company currently offers world-class HPC solutions, including HPE Apollo and SGI, to customers worldwide. This portfolio will be further strengthened by leveraging Cray’s foundational technologies and adding complementary solutions. The combined company will also reach a broader set of end markets, offering enterprise, academic and government customers a broad range of solutions and deep expertise to solve their most complex problems. Together, HPE and Cray will have enhanced opportunities for growth and the integrated platform, scale and resources to lead the Exascale era of high performance computing.
by Gary Mintchell | Nov 12, 2018 | Manufacturing IT, Software
Wondering what Rockwell Automation is going to net out of its $1B investment in PTC that also netted John Genovesi a major promotion within the company? I have been. And here is the first release.
The companies have launched FactoryTalk InnovationSuite, powered by PTC, a software suite that enables companies to “optimize their industrial operations and enhance productivity by providing decision makers with improved data and insights.” The new suite delivers visibility of operations and systems status from one source of information inside the organization. The collaborative offering is the first to integrate technologies from both companies following the strategic partnership announcement in June.
FactoryTalk InnovationSuite, powered by PTC, improves connectivity to operational technology (OT) devices on the plant floor, natively supporting the rapid, scalable, and secure connection of the most commonly used industrial equipment. Combined with data from information technology (IT) applications and systems, decision makers can now gain a complete digital representation of their industrial equipment, lines, and facilities from anywhere in the enterprise.
“Our offering is unique in its ability to improve how companies capitalize on the IIoT by combining expertise from industry, technology, and plant-floor professionals,” said John Genovesi, incoming senior vice president, Enterprise Accounts & Software, Rockwell Automation. “Now we’re bringing innovative solutions from PTC together with leading analytics and Manufacturing Operations Management (MOM) from Rockwell Automation for a differentiated industry solution.”
“We’re moving the needle on how leading-edge technology is applied in industrial environments,” said Catherine Kniker, Head of Strategic Alliances, PTC. “Manufacturers have seen digital technology rapidly change, but their execution continues to follow practices established for the legacy business. This bundled offering will help organizations accelerate time to value and reinvent how they compete by breaking down barriers across their operations through a comprehensive approach to operational intelligence.”
Included in this collaborative offering are the FactoryTalk Analytics and MOM platforms, as well as PTC’s ThingWorx Industrial IoT Platform, which includes industrial connectivity from Kepware, and the Vuforia augmented reality solution.
Key features of applications within the new collaborative offering include:
Intuitive, user-friendly interfaces that give users a view of the operations by combining data from multiple IT and OT sources and tailored to their role. An operations manager, for instance, can view overall performance of a facility, or multiple facilities, before researching the performance of specific equipment or factors impacting OEE.
Automated advanced analytics of IT and OT sources transform massive amounts of raw data into actionable or proactive information to improve performance and reduce the impact of downtime. Leveraging powerful artificial intelligence (AI) technology to simplify complex analytical processes, users can now proactively respond to issues ahead of any critical failures.
Augmented reality (AR) delivers more efficient and effective ways of looking at digital information within the physical world. AR enables more efficient training, wider knowledge sharing, and better first-time fix rates. Through the bundled offering, maintenance, for example, can receive digitized work instructions containing real-time performance and service history information so technicians can better diagnose and fix equipment correctly the first time.
FactoryTalkInnovationSuite.com
