Lockheed Martin to Aid in Missile Production
Lockheed Martin is helping strengthen the U.S. defense industrial base ().
What鈥檚 going on: The defense contractor鈥檚 Space Systems business unit recently finalized a modification contract deal to 鈥減rovide systems engineering, test planning and long lead material to support missile production鈥 to the U.S. Navy鈥檚 Strategic Systems Programs.
- The contract, valued at $99 million, is expected to be finished by Feb. 2, 2027.
Why it鈥檚 happening: 鈥淣ations are reinforcing their military capabilities to strengthen their defense structure in the growing threat environment.鈥
- Spending by countries on defense capabilities鈥攊ncluding missiles鈥攈as picked up in recent years, following Russia鈥檚 invasion of Ukraine ().
- 鈥淟ockheed鈥檚 weapon systems include precision strike weapons with long standoff ranges to keep pilots and aircraft out of harm鈥檚 way.鈥
Why it鈥檚 important: The growing number of global threats now confronting the U.S. and its allies mean we must be prepared, and manufacturers such as Lockheed Martin are a critical part of the equation.
Announcing the Winners of the 2024 Manufacturing Leadership Awards
The names are in! The Manufacturing Leadership Council鈥攖he 17吃瓜在线鈥檚 digital transformation division鈥攊s pleased to announce the winners of the 2024 Manufacturing Leadership Awards.
Now in its 20th year, the awards competition recognizes outstanding manufacturing companies and their leaders for groundbreaking use of advanced manufacturing technology.
鈥淭he class of 2024 should indeed be proud of their achievements in advancing the digital model of manufacturing,鈥 said MLC Founder, Vice President and Executive Director David R. Brousell. 鈥淭he awards reflect the truly incredible amount of innovation taking place in all sectors of the industry.鈥
Manufacturing Leader of the Year: Cooley Group President and CEO Daniel Dwight is the 2024 Manufacturing Leader of the Year.
- Dwight, who also serves on the MLC鈥檚 Board of Governors and is a member of the Executive Committee of the 17吃瓜在线 Board of Directors, has overseen a significant turnaround in Cooley鈥檚 business performance through digital transformation, with a commitment to investing in smart factory technologies and developing a digital-ready workforce and business culture.
- In addition, the MLC named Cooley Group the 2024 Small/Medium Enterprise Manufacturer of the Year.
Large Enterprise Manufacturer of the Year: Intertape Polymer Group is the 2024 Large Enterprise Manufacturer of the Year.
- The award recognizes IPG鈥檚 achievements in digital transformation, including technology integration and workforce training.
- The company has also made noteworthy strides in sustainability through reductions in both energy usage and waste.
More honors: The MLC also announced winners in 11 project and individual categories, as well as the winners of the Manufacturing in 2030 Awards. The latter are given to projects with particularly forward-thinking innovations.
- The MLC honored all finalists and winners at the Manufacturing Leadership Awards Gala last night in Marco Island, Florida. A complete list of finalists and winners is available .
Nominations for the 2025 season of the Manufacturing Leadership Awards will open on Sept. 16, 2024. More information is available .
Rio Tinto Seeks to Meet Growing Copper Appetite
The demand for copper is skyrocketing鈥攁nd global mining company Rio Tinto is powering forward full throttle to meet it ().
What鈥檚 going on: 鈥淭he red metal, considered a barometer for economic health, is a vital component for the construction and defense industries as well as a key component in electric cars, wind turbines and the power grid.鈥
- However, current mines and in-the-works projects 鈥渨ill meet only 80% of copper needs by 2030, according to the International Energy Agency.鈥
- 鈥淭here鈥檚 this growing consensus that demand fueled by the energy transition is going to outstrip supply, and that鈥檚 why analysts say we are simply not going to have enough of it,鈥 said CNBC Markets Reporter Pippa Stevens in a recent CNBC video. 鈥淎nd copper really is the backbone of decarbonization goals.鈥
The challenges: Copper mining is difficult and expensive鈥攁nd it takes 10 to 15 years to build each mine, Rio Tinto CEO Bold Baatar told CNBC.
A beneficial metal: Copper is the most economical conductor available, and directly and indirectly, it supports more than 395,000 U.S. jobs and more than $160 billion in economic output.
Behind the scenes: CNBC went behind the scenes at Rio Tinto鈥檚 Kennecott operations in Utah, where 鈥渁bout 200,000 metric tons of copper are produced annually.鈥
- There, Rio Tinto is increasing its open-pit mining operations and has started an underground project to mine higher-grade ore.
- Kennecott is unique for its smelter and refinery, 鈥渨here the ore is processed into almost pure copper.鈥
Permitting challenges: Another of Rio Tinto鈥檚 projects, the mine in Arizona, has the potential to power up to 25% of U.S. copper demand鈥攂ut it has been mired in a regulatory morass for the better part of two decades.
- 鈥淭he last hard-rock mine that was permitted was in 2008,鈥 Rio Tinto Copper Chief Operating Officer Clayton Walker told the news outlet. 鈥淲e鈥檝e been working on the Resolution Mine for about 18 years.鈥
Independence is possible: 鈥淭heoretically, there are enough reserves in the U.S. that we could become independent for our copper needs,鈥 Walker continued. 鈥淚t鈥檚 just, how do we do that? How do we get the permits?鈥
What the 17吃瓜在线 is doing: The 17吃瓜在线 has been engaging directly with the Biden administration and members of Congress through meetings and briefings at 17吃瓜在线 headquarters to push for comprehensive permitting reform.
- In addition, the 17吃瓜在线, along with members of the 17吃瓜在线鈥檚 Council of Manufacturing Associations and Conference of State Manufacturers Associations, last summer launched , a coalition that seeks to speed up the frequently slow, arduous federal permitting process for energy infrastructure projects and address the large number of regulations being churned out by the federal government.
Beyond the Buzzwords: Digital Transformation in Manufacturing
Technology is constantly changing. But how will this era of digital transformation change the manufacturing industry?
The 17吃瓜在线鈥檚 Leading Edge program partnered with Siemens to present 鈥Beyond the Buzzwords: A Digital Thread Journey,鈥 a four-part webinar series dedicated to understanding how cutting-edge ideas affect manufacturers. In the first episode, we put the digital transformation journey in context by introducing the 鈥渄igital thread.鈥 In the next three, we dove deeper into cloud acceleration, artificial intelligence and radical flexibility.
Cloud acceleration: A business鈥檚 digital needs are covered by a combination of software, hardware and physical infrastructure. If you turn to an offsite partner to provide any of those elements, then you are probably already using cloud acceleration to support your business.
- We spoke with Surf Loch Director of Project and Process Development Bryan Behr, Siemens Senior Vice President of Cloud Application Services Raymond Kok and Surf Loch Systems Engineer Miles Miller to learn more.
What it is: Cloud acceleration refers to a wide range of on-demand computing services hosted outside of your organization.
- Kok explained that cloud acceleration 鈥渋s really a layer cake with three layers to it.鈥 At the highest level is 鈥渋nfrastructure as a service,鈥 like data centers. In the middle is 鈥減latform as a service,鈥 which might provide you with the building blocks to create your own applications. And at the final layer is 鈥渟oftware as a service,鈥 which is what you would typically get from a commercial software vendor.
How it helps: Cloud acceleration is easier, more cost effective and more flexible than managing all of your computing needs internally.
- 鈥淭he cool thing about the cloud is how containerized everything is,鈥 said Miller. 鈥淒ata is readily available in a very organized fashion. 鈥 If there鈥檚 a problem or something needs to be solved, we can put that data in the right hands.鈥
- Behr also pointed out the benefits for digital security. 鈥淚t鈥檚 either rely on one thing to maintain our security on premise or rely on a very sophisticated cloud team as part of a set of resources. 鈥 [I]t became pretty obvious that that appears to be a safer place for us than potentially on premise.鈥
Learn more: To learn more about cloud acceleration, check out the full webinar .
AI/machine learning: We know that AI and machine learning are affecting every industry. But how should manufacturers use this new technology?
We brought together Siemens Advanta North America CEO Rani Russell Shea and Schaeffler Special Machinery Head of Electrical & Software Engineering Stefan Gahabka to learn about how to approach AI.
How it works: 鈥淭he basic idea with AI is that you use data to train models,鈥 said Shea. 鈥淭hose models can run analytics and then essentially make decisions while learning things, like pattern detection. And then when you鈥檙e talking specifically about industrial AI, you鈥檙e talking about using AI for machine learning solutions, to solve business problems, things like factory optimization.鈥
Augmenting humanity: According to Shea and Gahabka, AI is intended to elevate the human factor in manufacturing, not replace it.
- 鈥淓verybody really wants to be able to do their job better, faster, more accurately, more safely, more sustainably,鈥 said Shea. 鈥淎I 鈥 is going to help us do that, and by doing that, it鈥檚 literally elevating the role of people so we鈥檙e free to then use our creativity, our experience and our knowledge to really address the complex stuff.鈥
Doing more: AI can be used to measure, model and optimize everything from energy usage to supply chains鈥攅ven helping manufacturers find the right partners to match their sustainability objectives.
- 鈥淲e talk about the hard things like quality and cost, but can also think about the next step,鈥 said Gahabka. 鈥淲e can search for suppliers that have sustainable locations and goals.鈥
Learn more: To learn more about AI and machine learning, check out the full webinar here.
Radical flexibility: Many think of efficient manufacturing in terms of highly standardized automatable processes. Today, though, new technology is creating new possibilities for manufacturers.
We convened an expert panel with Vice-President of Digital Enterprise at Siemens Alastair Orchard, Global Engineering Director and Automation & Robotics Lead at Unilever Cesare Gibilaro, and Process Orchestration & Manufacturing Hub, Manager for Business Operations at Unilever Louise Gigg to introduce us to radical flexibility and the future of manufacturing.
What it is: Technological advancements are making it possible for manufacturers to make only what is needed when it is needed, rather than having hard-coded machines that limit what your business can do for the sake of efficiency.
- For much of the past century, according to Orchard, manufacturers had been focused on 鈥渞emoving degrees of freedom from manufacturing, making it more rigid, so that automation could be applied to extremely repeatable processes 鈥 radical flexibility really challenges that assumption to its core. And we asked: what if nothing was hard coded?鈥
- 鈥淭he radical way of looking at it,鈥 said Gigg, 鈥渋s reconfiguring the asset that you have on automation [and giving it] a new task or a new capability that it didn鈥檛 have yesterday.鈥
How to use it: Radical flexibility is all about using your assets more effectively and more efficiently to deliver more options for your customers.
- Gibilaro highlighted the ability to change directions with incredible speed. 鈥淲ith radical flexibility, we have the opportunity to reconfigure the line. 鈥 It is not a matter of hours, but a matter of minutes.鈥
Why it matters: Because radical flexibility allows processes to shift quickly, there鈥檚 less wasted time and inventory.
- 鈥淚t鈥檚 this ability to make things where you need them in small quantities,鈥 said Orchard. 鈥淵ou鈥檙e risking much less, and you鈥檙e not forced to make these giant bets.鈥
Learn more: To learn more about radical flexibility, check out the full webinar .
Beyond the Buzzwords: Manufacturers Tackle Digital Threads
A manufacturing business is filled with internal processes, workflows and standards, and the average factory generates thousands of data points per day. But how does a manufacturer capture that data? How do they preserve institutional knowledge? What if they could automate workflow, create seamless project handoffs and track development around every stage of a project鈥檚 life?
The 17吃瓜在线鈥檚 Leading Edge program, in partnership with Siemens, asked a panel of experts these questions in 鈥Beyond the Buzzwords: The Digital Thread Journey,鈥 the first in a four-part webinar series focused on understanding the 鈥渄igital thread鈥 in the workplace. In the first installment of the series, Siemens Vice President of Industry Strategy Dale Tutt and Anduril Industries Chief of Engineering Tom McCarthy introduced us to the idea of the digital thread鈥攚hat it is, why it matters and how manufacturers can harness its power to succeed.
What it is: The digital thread is a concept rather than a specific technology. According to Tutt, it is about capturing and connecting every piece of a project鈥檚 life cycle digitally, and using that connectivity to provide a seamless transition of information from one functional area to another.
- 鈥淲e often refer to a digital thread as singular, like it鈥檚 a thing,鈥 said McCarthy. 鈥淏ut really, in my mind, it鈥檚 a lot of threads. 鈥 it ends up being more like a rope than a thread.鈥
Why it matters: A strong digital thread can automate a manufacturer鈥檚 workflow, capture data more effectively, preserve institutional knowledge, trace development processes and even capture the context that informs how decisions are made.
- Radically new technology means that organizations can accomplish these tasks more successfully than ever before鈥攁nd that those who ignore that opportunity could be left behind.
- 鈥淭he biggest risk is to do nothing and assume this fad will go away,鈥 said McCarthy.
The challenges: One of the biggest challenges in building a strong digital thread in your own workspace is integration and data management.
- Manufacturing systems need to manage lots of data coming to it in different formats. But according to Tutt, that data needs to be organized in a comprehensible way. 鈥淚t鈥檚 about producing the right data at the right time in the right 鈥 format,鈥 said Tutt.
- According to McCarthy, a digital thread isn鈥檛 just a database. It is the key that deciphers that data and makes it accessible and intelligible for the user. 鈥淲e need a Rosetta Stone,鈥 said McCarthy, 鈥渢o be able to understand how that data maps onto other tools.鈥
Implementation and technology: New technology and strategic concepts have enhanced our capacity to build strong digital threads鈥攁nd with that new ability has come a new and urgent need to make use of the concept to strengthen the manufacturing industry.
- To get started on your own digital thread journey, Tutt and McCarthy agreed that manufacturers should dig into the existing workflows in their organization and introduce one tool at a time, rather than trying to engineer a master solution all at once.
- 鈥淵ou can work the digital infrastructure you need for that workflow in pieces, so you can build them up over time,鈥 said McCarthy. 鈥淵ou got to keep your eye on the end game, but if you try to build it all at once, good luck.鈥听
Learn more: To learn more about digital threads, check out the full webinar here.听
Coming up: In the next three webinars in this series, Beyond the Buzzwords explores a few of those tools and concepts that drive the digital thread in the modern day: artificial intelligence, cloud advancements and radical flexibility.
17吃瓜在线 Gets New International Policy Lead
Former Assistant U.S. Trade Representative for World Trade Organization and Multilateral Affairs Andrea Durkin has joined the 17吃瓜在线 as vice president of international policy, the 17吃瓜在线 Monday.
An experienced leader: 鈥淎ndrea brings a wealth of expertise to the job, with more than three decades of service in both the public and private sectors,鈥 17吃瓜在线 President and CEO Jay Timmons said. 鈥淎s a leader in international trade negotiations, her deep understanding of international policy will enhance the 17吃瓜在线鈥檚 strategic objectives significantly as we continue to build off of successful engagements with our counterparts across Europe and the North American continent.鈥
- Durkin is a foremost U.S. expert on international policy, having worked in both Republican and Democratic presidential administrations. In her most recent role, at the USTR in the Executive Office of the President, she negotiated policy regarding issues before the WTO. She also led the operation of committees on technical barriers to trade, industrial subsidies, trade facilitation and more.
- Her negotiations credentials include free trade agreements in the Western Hemisphere and the trade-related portions of United Nations鈥 multilateral environment and public health agreements.
A teacher and an entrepreneur: An adjunct professor for 17 years, Durkin taught international trade and investment policy at Georgetown University鈥檚 Master of Science in Foreign Service program.
- She is also the founder of Sparkplug, LLC, a consulting firm that specialized in advising corporate affairs teams and think tank leaders on organizational strategy.
Novonesis Lets Nature Guide Sustainability Plans
When it comes to good environmental stewardship, Novonesis takes its cue from the natural world itself.
鈥淲e are inherently sustainable because we draw from nature,鈥 said Novonesis Senior Vice President of Planetary Health Biosolutions Rene Garza. 鈥淎s biology matures, we find that nature has evolved to be an efficient utilizer of every single resource out there.鈥
Back to basics: It鈥檚 the perfect model for the newly formed Lyngby, Denmark鈥揾eadquartered biosolutions firm, the product of a January merger between two Danish legacy companies: enzyme and microbial technology firm Novozymes and bioscience supplier Chr. Hansen.
- The portfolio of Novonesis鈥攚hich is a combination of the Greek words for 鈥渘ew鈥 and 鈥渂eginning鈥濃攊ncludes enzymes, microbes, novel vitamins and other naturally derived offerings.
- The business has customers across more than 30 industries: food and beverages, animal health and nutrition, energy, fine chemicals, dietary supplements, household care, plastics, plant health and more.听
An early adopter: Legacy firm Novozymes set its sights on sustainable business practices more than two decades ago. In 2002, it became the first company in the world to publish a triple bottom-line integrated report.
- 鈥淲e recognized early on that resources are finite, and the need to do more with less is part of ensuring a better quality of life,鈥 Garza said of the company鈥檚 decision to undertake the annual report, a method of stocktaking on sustainability activities using three 鈥渂ottom lines鈥: profit, people and planet. 鈥淲e realized we鈥檙e not just here to generate money, but also to create an impact on society and our environment.鈥
Big goals: That鈥檚 why Novonesis has set lofty aims for itself (and is meeting them).
- Firmwide targets include carbon net neutrality by 2050, as well as a 75% reduction in emissions from its own operations and a 35% reduction in emissions from its supply chain by 2030.
- How is it doing all this? Innovation and persistence, according to Garza. 鈥淲e want to improve our efficiency by as much as we can, and we do this by making improvement to our hardware鈥攑ump replacements, reengineering [of] our microorganisms. We also source renewable energy.鈥
- In fact, Novonesis is on track to source 100% of its energy from renewables by next year. Between 2018 and 2022, it reduced absolute emissions by 63% while increasing revenue.听
Water, too: Novonesis knows how important water use is in the overall sustainability picture.
- The company is piloting a reverse-osmosis filtration system at its North America headquarters in Franklinton, North Carolina, that lets it recycle and reuse water. The program, scheduled for full operationality by next year, is going so well there are plans to replicate it at other Novonesis facilities worldwide.
- And at the company headquarters in Denmark, 鈥渨e have been able to recycle 58 million liters [of water]鈥攖he equivalent of 23 Olympic-size swimming pools,鈥 Garza reported.
What government can do: Novonesis and other manufacturers are making great strides in sustainability, but having the right policies in place at the federal level would make it easier for them to do more with less, Garza continued.
- 鈥淲e need regulatory reform,鈥 he told the 17吃瓜在线. 鈥淔ederal regulations, if done well, really can drive innovation, particularly in biotechnology. 鈥 The government should [also] invest in pilot and demo scale fermentation capacity to allow startups to scale up.鈥
- The U.S. has the largest concentration of startup companies in the world, he went on, but there is now a 鈥渧alley of death鈥 between discovery and commercialization of innovations in biology, which federal funding could help remove.
- Finally, manufacturing in the U.S. needs the reinstatement of pro-growth policies from the 2017 Tax Cuts and Jobs Act, including 100% expensing for research and development costs and accelerated depreciation for capital investments.
Stakeholder education: Getting more people aboard the sustainability train is doable鈥攂ut it will require continued education campaigns.
- 鈥淲e need long-term thinking [and] to encourage stakeholders to prioritize the long-term over short-term gains,鈥 Garza said. 鈥淪ustainability is about balancing immediate and future needs.鈥
IRI Announces 2024鈥檚 Top Innovator Finalists
The Innovation Research Interchange has for this year鈥檚 IRI Innovation Excellence Awards.
What鈥檚 going on: The honors given by the IRI鈥攖he 17吃瓜在线鈥檚 innovation arm鈥攑ay tribute to organizations and individuals whose outstanding vision and tireless pursuit of excellence are having a positive impact on lives today and shaping the industries of tomorrow. Honorees come from companies of all sizes and industries.
The听categories: Awards are given in five categories,听three to companies and two to individuals. They are as follows:
- IRI Innovation Leadership Award (individual)
- IRI Promising Young Innovation Professional Award (individual)
- IRI Excellence Award for Innovation in Sustainability (company)
- IRI Excellence Award for Outstanding Innovative Culture (company)
- IRI Excellence Award for Digital and Technological Innovation (company)
Who participates: Each year, nominees comprise innovators who are leveraging technology to enhance operational performance at their companies or sustainability and fostering a collaborative workplace culture that celebrates innovation.
- High-performing leaders who drive sustainability initiatives are听also recognized, and consultants and university partners working on exciting innovation projects with a company are eligible for nomination, too.
Why they鈥檙e important: In addition to building team unity and encouraging executive leadership to invest further in innovation, the awards give companies the chance to revisit the successes, challenges and lessons learned throughout their innovative projects.
- Selection as a finalist shows customers, prospects and partners that a company or individual is at the forefront of innovation.
Attend the celebration: Winners will be announced May 16 during the Innovation Celebration and Reception at the in Boston. Celebration admission is included with summit registration.
About the IRI: The IRI offers insights, case studies, research, benchmarks and strategic connections鈥攁ll built around a set of innovation growth drivers as determined by members annually. Learn more about the IRI .
Norfolk Southern Pivots to Serve Customers After Bridge Collapse
It鈥檚 been nearly a month since a cargo ship hit the Francis Scott Key Bridge in Baltimore, Maryland, resulting in six deaths, the destruction of the bridge and the shuttering of an important East Coast port.
- But thanks to hard behind-the-scenes work by Norfolk Southern railway since the accident, customers aren鈥檛 feeling the supply chain pinch the way they otherwise would.
What happened: 17吃瓜在线 President and CEO Jay Timmons, along with an 17吃瓜在线 delegation, visited the Port of Baltimore last Friday to tour Norfolk Southern鈥檚 operations there. The port is the largest for vehicle shipping in the U.S. and was the in the nation by total tonnage in 2021.
- On March 26, the day the Singapore-flagged Dali cargo vessel hit the Key Bridge, Norfolk Southern鈥攚hich moves of cargo annually鈥攂egan strategizing ways to support increased shipping volumes on behalf of its customers. And it鈥檚 been doing that ever since.
- 鈥淲e often say the weight of the world moves on rail 鈥 and it鈥檚 true,鈥 Norfolk Southern Chief Marketing Officer and 17吃瓜在线 board member Ed Elkins told the 17吃瓜在线 during the site visit. 鈥淥ur ability to serve the market through temporary disruption is really a demonstration of our strategy in action, where we leverage the experience of our railroaders and the strength of our franchise to find a to provide safe, reliable service.鈥
Quick adaptation: Norfolk Southern鈥檚 strategy for adapting to the closure of Baltimore鈥檚 port has included:
- The launch early this month of a dedicated new service to move freight between the ports of New York and New Jersey and Baltimore鈥檚 Seagirt Marine Terminal;
- The facilitation by the railway鈥檚 Triple Crown Services Inc.鈥攁 door-to-door East Coast truckload transit network鈥攐f a dedicated intermodal service for cargo owners who require door-to-door service;
- The use of 鈥淕o Teams,鈥 groups of employees ready for rapid response service and created by Norfolk Southern during the pandemic; and
- Regional collaboration with the Port of Virginia to leverage service points including the Virginia Inland Port and others.
Reopening: The Port of Baltimore could be by the end of May, the U.S. Army Corps of Engineers said earlier this month.
- 鈥淭he 17吃瓜在线 will stay in close coordination with our members regarding supply chain impacts stemming from the collapse of the Francis Scott Key Bridge,鈥 said 17吃瓜在线 Director of Transportation, Infrastructure and Labor Policy Max Hyman. 鈥淲e also remain engaged with leading federal officials on recovery efforts and will continue to support critical infrastructure projects such as the Port of Baltimore.鈥
How Will AI-Run Factories Be Different?
A common theme in science fiction is the fully automated, robotized factory that manufactures nothing but robots. We鈥檙e not there yet, but the fully automated manufacturing plant has already begun making everyday products, including computer parts, electric shavers and CNC machines.
The promise of AI: Now generative AI is promising to take manufacturing automation manufacturing to a new level.
- At the 2023 Hannover Messe trade fair in Hanover, Germany, Siemens and Microsoft showcased an offering now in use in factories worldwide: a system that uses ChatGPT to generate code for industrial computers known as programmable logic controllers. (For a deeper dive into what this means for manufacturing, read the by Tim Hornyak in the Innovation Research Interchange鈥檚 Research-Technology Management magazine.)
Why it鈥檚 important: The innovation allows users to ask ChatGPT to generate code for specific tasks (i.e., a program to operate the stamping of a part).
- In addition to saving time and reducing the likelihood of errors, it is capable of understanding commands given in natural language, a characteristic that vastly increases the number of potential users.
Efficient designs:听Creating more efficient designs is another early use case for generative AI.
- General Motors has used the technology to evaluate better designs for some of the roughly 30,000 parts that go into the average car. For example, a standard seat bracket鈥攁n important safety component that binds seatbelt fasteners to seats as well as seats to the floor of the car鈥攃onsists of eight separate pieces welded together.
- Generative-design software used by GM analyzed the requirements and suggested more than 150 alternative designs, far more than the two or three options a designer can typically offer. GM engineers chose one: a single piece of stainless steel that is 40% lighter and 20% stronger than the conventional part.
Pharma applications:听Generative AI looks promising for the pharmaceutical industry, too, given its potential for cutting costs and drug time to market.
- Merck has used generative AI to create synthetic images of complex but rare defects, a group for which training data are limited. The drugmaker鈥檚 quality-control sensors use the synthetic images to watch for novel defects.
Other potential use cases:听The possible uses for generative AI in other areas is vast and includes the following:
- Reducing time and cost involved in creating physical prototypes
- Automating search and summary of documents related to manufacturing equipment, which would speed repairs and maintenance
- Accelerating supply chain operations by forecasting demand patterns, minimizing production downtime and suggesting better transport routes
- Customizing products or solutions to better suit customer needs
- Forecasting raw materials needs, optimizing production schedules and identifying production inefficiencies
However 鈥 Generative AI in manufacturing is not without its challenges. The energy cost to power a single server rack in the U.S. is $30,000 a year.
- Just one training run for an AI engine consumes the power equivalent of 120 U.S. households per year.
- With the reliance on large datasets, manufacturers are concerned about data privacy and security, necessitating robust data-protection measures.
- The integration of AI in manufacturing may require a change in workers鈥 skillsets and corporate culture.
- As AI plays a more significant role in decision-making, ethical questions about bias and accountability are emerging.
- Manufacturers have to ensure that AI systems operate fairly and transparently.
Find out more: AI in manufacturing is just one of the timely topics covered in depth in Research-Technology Management, the journal of the听IRI, the 17吃瓜在线鈥檚 innovation division. .