Avsnitt
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Join Dave and Vlad with our guest today, Humera Malik of Canvass AI.
The conversation highlights the role of artificial intelligence (AI) in manufacturing, focusing on how the technology is evolving and its application in data-driven environments. Umaira Malik from Canvas AI shared her journey from the telecom sector to industrial AI, emphasizing the common challenge of data overload in manufacturing. Many companies have invested heavily in data infrastructure, collecting vast amounts of information from various sources like SCADA systems and data lakes. However, they often struggle to convert this data into actionable insights. The challenge isn’t just technical but also mental, as organizations need to shift their approach from simply hoarding data to leveraging it for decision-making.
One key takeaway from the discussion is the importance of contextualizing AI as a tool for augmenting existing processes rather than replacing them. AI's role in manufacturing often revolves around optimizing long-standing operations like fermentation or batch processes. In such cases, AI can be used to predict outcomes and improve efficiency without completely overhauling traditional systems. For example, Humera describes how AI was used to optimize a 40-year-old fermentation process by predicting when to end a batch earlier, allowing for better resource utilization without compromising quality. This approach emphasizes the practical, incremental benefits AI can bring to industrial operations.
The conversation also delves into the contrasting realities within the industry. While some manufacturing environments are advanced, equipped with process engineers who can handle sophisticated data analytics, many others are still in the early stages, using whiteboards or paper-based systems. These less digitized environments face challenges in understanding the potential of AI or even determining whether they have the necessary data to implement such solutions. The industry remains divided between those who are ready to adopt AI and those still grappling with foundational data issues.
Humera also discusses how generative AI (Gen AI) can play a role in accelerating AI adoption in manufacturing. By using Gen AI to analyze existing data and assess whether it’s sufficient to solve specific problems, companies can bypass lengthy data transformation processes. This allows them to quickly evaluate the feasibility of AI solutions and make more informed decisions. The shift towards leveraging Gen AI represents a significant advancement, helping companies move past the initial uncertainty surrounding their data capabilities and enabling more widespread AI adoption across different manufacturing environments.
Overall, the conversation reflects the growing importance of AI in industrial settings, the challenges of integrating it effectively, and the evolving tools that are helping bridge the gap between data collection and meaningful analysis. The focus on contextualizing AI as a supportive tool, rather than a disruptive force, aligns with the industry’s needs for gradual, value-driven improvements.
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Humera MalikVlad RomanovDave GriffithManufacturing HubSolisPLC
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In this conversation, we'll discuss if the AI Hype is over.
Plus, we'll talk about the best companies to start in 2024.About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Sean DotsonVlad RomanovDave GriffithManufacturing HubSolisPLC
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Connect with Us#automation #manufacturing #robotics #industry40 #iioT
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Saknas det avsnitt?
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What are the correct software choices for you?
On this episode, Dave and Vlad share their experiences from PLC to ERP.
What features should you care about?
What questions should you be asking?and more!
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Vlad RomanovDave GriffithManufacturing HubSolisPLC
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Connect with Us#automation #manufacturing #robotics #industry40 #iioT
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What happens after you choose a software platform?
Does everything magically work, or are there other items that need to be considered?Chris Hutson of MaintainX joins Dave and Vlad to discuss his experience, ranging from end users to System Integration, and now at MaintainX.
Be sure to join in for this really interesting conversation!
A special thanks to MaintainX for sponsoring this episode.
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Chris HutsonVlad RomanovDave GriffithManufacturing HubSolisPLC
Connect with Us#automation #manufacturing
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This week, Mark O'Donovan joins Dave and Vlad for Manufacturing Hub.
From relay logic to cloud-based systems in just a few decades!
Our conversation will focus on these rapid changes across all of manufacturing software—especially the last 10 years and the predictions for the next 10 years.
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
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Mark O'DonovanVlad RomanovDave GriffithManufacturing HubSolisPLC
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Join Dave and Vlad as we kick off our Software in Manufacturing Theme!
From Digital Transformation
To Cloud
To a Modern Factory Architecture
and Beyond.Jump into out conversation with James!
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
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James BurnandVlad RomanovDave GriffithManufacturing HubSolisPLC
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#automation #manufacturing #robotics #iioT -
Join Dave and Vlad with Aron Semle of HighByte this Wednesday at 4pm EST!
In Episode 169 of Manufacturing Hub, hosts Dave and Vlad engage in an discussion with Aaron Semle, the Chief Technology Officer of HiByte. The episode delves into the evolving field of Industrial DataOps, a concept that Aaron passionately advocates for, and explores his extensive career in the industry.
Aaron Semle’s journey began with his foundational work on OPC UA and OPC drivers at Kepware, where he was deeply involved in developing communication solutions for industrial automation. This early experience laid the groundwork for his subsequent roles, including significant positions at PTC and a healthcare startup. His career trajectory reflects a broad understanding of how data integration and management have transformed across various sectors.
Aaron defines Industrial DataOps as the adaptation of data operations principles specifically for the industrial and manufacturing sectors. Unlike traditional IT operations that often involve transferring data without a comprehensive context, Industrial DataOps focuses on managing data in a way that maintains and enhances its relevance within industrial environments. This approach emphasizes the importance of context and the specific needs of manufacturing processes, aiming to bridge the gap between IT and OT (Operational Technology).
A key point Aaron makes is that Industrial DataOps is not just about technology but also about fostering collaboration between IT and OT teams. The success of data initiatives hinges on aligning these teams to address practical challenges effectively. Aaron stresses that while data contextualization is crucial, it should be driven by specific use cases rather than being applied uniformly across all scenarios. This targeted approach ensures that the data solutions implemented are practical and aligned with the operational realities of the manufacturing environment.
The conversation highlights how Industrial DataOps can lead to significant benefits for manufacturers, including reduced costs, improved scalability, and enhanced operational efficiency. By leveraging data in a contextualized and strategic manner, manufacturers can make more informed decisions, streamline their operations, and achieve better overall performance.
In conclusion, Aaron Semle’s insights underscore the transformative potential of Industrial DataOps in modern manufacturing. The episode offers a valuable perspective on how adapting data operations to the unique needs of the industrial sector can drive innovation and improve outcomes across the industry.
About Manufacturing Hub
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!**********
Aron SemleVlad RomanovDave GriffithManufacturing HubSolisPLC
Connect with Us#automation #manufacturing #robotics #industry40 #iioT
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The great debate!
Join Dave and Vlad as we discuss:
🔵 Should you invest in IIoT?
🔵 Buy v Rent your solution.
🔵 Is IIoT a fad and more!About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Vlad RomanovDave GriffithManufacturing HubSolisPLC
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#automation #manufacturing #robotics #industry40 #iioT -
Jane Arnold has had an extensive career spanning over three decades in the manufacturing and process control industries. Her journey began unexpectedly with a summer job in instrumental electrical drafting, which sparked her passion for engineering and manufacturing. This led to a 16-year tenure at Sterling Chemicals, where she worked on significant projects like panel board to DCS migrations and safety instrumented systems. Her role evolved to include process control algorithm development and intensive operator training, which gave her a deep appreciation for the operational nuances crucial to effective process management.
Moving to Bayer MaterialScience (later Covestro), Jane continued to excel, eventually becoming the production train lead and later transitioning to a leadership role in global process control technology in Germany. Her tenure in Germany was marked by the challenge of implementing Industry 4.0 initiatives across different manufacturing sites, emphasizing standardization and knowledge sharing as key to success despite cultural differences.
Following her tenure at Covestro, Jane joined Stanley Black & Decker, venturing into discrete and additive manufacturing, which presented new challenges despite the underlying similarities in manufacturing principles. Here, she focused on leveraging her extensive process control experience to tackle data integration and connectivity issues inherent in the manufacturing industry.
Currently, Jane serves as the Head of Customer Success at Imperative, where she applies her wealth of experience to drive customer satisfaction and operational excellence. Her career highlights include pioneering the use of IIoT (Industrial Internet of Things) and Industry 4.0 technologies to enhance operational efficiency, predictive maintenance, and data-driven decision-making in manufacturing.
Throughout her career, Jane's approach has been characterized by a deep respect for frontline operators and a commitment to integrating their expertise into technological advancements. Her insights underscore the transformative potential of IIoT in modern manufacturing, emphasizing cost-effective solutions and the importance of cultural alignment alongside technological innovation.
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Jane ArnoldVlad RomanovDave GriffithManufacturing HubSolisPLC
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Francois Giguere from Vention kicks off the IIoT Theme this week!
Join us for an enlightening discussion on Industrial Internet of Things (IIOT) and the future of manufacturing with Francois, the CTO of Vention. In this conversation, Francois shares his journey from a passionate electrical engineer to becoming a pivotal leader at Vention, a company at the forefront of industrial automation innovation.
Discover how Vention has expanded its focus beyond traditional hardware solutions to incorporate sophisticated software technologies, streamlining the complex process of designing and deploying industrial machinery. Francois discusses the strategic vision driving Vention’s platform, emphasizing simplicity and accessibility in automation tools to empower engineers and manufacturers alike.
Gain insights into the pivotal role of a CTO in shaping technology strategy and fostering innovation within the IIOT ecosystem. Learn about Vention’s approach to integrating AI-driven automation, advanced data analytics, and remote monitoring solutions, aimed at optimizing operational efficiency and transforming manufacturing workflows.
This discussion not only delves into Vention’s transformative journey but also offers broader perspectives on the evolving landscape of industrial automation. Explore how IIOT is reshaping industries globally, with insights into emerging trends and the potential impact of technology on future manufacturing practices.
Whether you’re a technology enthusiast, industry professional, or simply curious about the future of automation, this conversation provides valuable insights and outlooks into the role of IIOT in shaping the next generation of manufacturing solutions.
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Francois GiguereVlad RomanovDave GriffithManufacturing HubSolisPLC
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From Design to Controls to Software Development.
Join Dave and Vlad as we talk to James Joy.Some of the things we'll talk about:
🔵 Challenges in SCADA & MES Layers.
🔵 Open Source
🔵 Trends
🔵 What technology stack you should choose?
James JoyVlad RomanovDave GriffithManufacturing HubSolisPLC
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David Turner of Turner Process Solutions joins Dave and Vlad to dive into Process Engineering.
In the past we've talked a lot about software, some about hardware, and operationally how that comes together.
This week we deep dive into what it takes to build these solutions.Have you ever wondered how chemicals, O&G, and other facilities are created and optomized?
Don't miss this conversation!
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Join us weekly!
David TurnerVlad RomanovDave GriffithManufacturing HubSolisPLC
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Connect with Us#automation #manufacturing #robotics #industry40
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Missed out on first-half trade shows?
Had great conversations and want to add in?Join Dave and Vlad as we recap some of our experiences. Our favorite demos, weird humanoid robots, and more!
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Join us weekly!
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Vlad RomanovDave GriffithManufacturing HubSolisPLC
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#automation #manufacturing #robotics #industry40 -
What are cobots and where do they work best?
This week, we welcome Chris Savoia of Universal Robots to talk about cobots for the first time!
Chris has offered to give Dave and Vlad the technical dive, and we are happy to take him up on that offer.
Beyond that, we're talking the amazing ecosystem that UR has been building and why they decided to go the ecosystem route.
Plus we're going to get into the ReAutomated Podcast that Chris hosts.
Do not miss this episode!
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Chris SavoiaVlad RomanovDave GriffithManufacturing HubSolisPLC
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Connect with Us#automation #manufacturing #robotics #industry40
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Who creates the standards for robots?
How do we make sure these standards are followed?
Is there training and certification?That's just some of what we will get into with Aaron this week on Manufacturing Hub.
Long time listeners will remember Aaron from episode 45 when he was working at FedEx deploying robots.
We have some cathing up to do.
Aaron has gone from deploying next-generation systems to helping to craft the future of the ecosystem.You do not want to miss this show!
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Aaron PratherVlad RomanovDave GriffithManufacturing HubSolisPLC
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Connect with Us#automation #manufacturing #robotics #industry40
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Juan L. Aparicio Ojea joins Dave and Vlad to kick off our Robotics theme!
Juan founded Reshape Automation and is on a journey to deploy 10x more robotics and automation in the US by the end of this decade. Obsesses by helping small and medium manufacturers and warehouses break free from labor shortages!
This is a huge goal and we're going to dive into this!
A special thanks to Robotics Summit and Expo for sponsoring this show and helping to bring Juan on!
If you want to learn more about all types of robotics, be sure to join the Robotics Summit and Expo live May 1 & 2 in Boston! See the link in the commnets.
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
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Juan L. Aparicio OjeaVlad RomanovDave GriffithManufacturing HubSolisPLC
Connect with Us#automation #manufacturing #robotics #industry40
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Come join G with Dave and Vlad as we conclude the Systems Integration theme!
G Brooks-Zac's journey into the world of industrial manufacturing is a testament to the intersection of passion, expertise, and relentless pursuit of innovation. With a background in mechanical engineering, their academic odyssey at MIT laid the groundwork for a career steeped in the intricacies of control systems and automation. From the hallowed halls of academia to the rugged terrains of field service and water treatment facilities, G Brooks-Zac's trajectory exemplifies the diverse pathways through which one can navigate the complex landscape of industrial automation.
The transition from academia to entrepreneurship is a pivotal moment in G Brooks-Zac's narrative. Founding Outlier Automation alongside their wife, Liz, marked a bold leap into the realm of business ownership and innovation. Embracing the challenges and opportunities that come with steering a fledgling enterprise, G Brooks-Zac emphasizes the importance of a multidisciplinary approach and hands-on experience in navigating the dynamic currents of the industrial automation sector.
As the conversation unfolds, the trio delves deep into the nuances of modern manufacturing, exploring the symbiotic relationship between technology and business. G Brooks-Zac shares insights gleaned from Outlier Automation's journey, highlighting the company's focus on advanced manufacturing and digital transformation. In the ever-evolving landscape of industrial automation, flexibility, adaptability, and a keen understanding of client needs are paramount. Through engaging anecdotes and practical advice, G Brooks-Zac offers listeners a glimpse into the future of manufacturing systems integration, where innovation and ingenuity converge to shape the industries of tomorrow.
G Brooks-ZakVlad RomanovDave GriffithManufacturing HubSolisPLC
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Connect with Us#automation #manufacturing #robotics #industry40
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A faceoff for the ages!
or a deep dive and comparison between two very different platforms.Dave is in Germany this week, so Jakob and Vlad are running solo.
Join us for the first major TwinCAT and Beckhoff dive on Manufacturing Hub.
It's a bit of a choose-your-own-adventure episode, so be sure to bring your questions!
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Jakob SagatowskiVlad RomanovDave GriffithManufacturing HubSolisPLC
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Huck has been around the world as a SI. From Australia to Ireland, France, and all across the US.
Join us as Dave and Vlad dive into some really positive and not-so-positive opportunities that come with Systems Integration and travel.
We're talking non-traditional applications including some of the interesting applications Huck is working on with Working Systems.
Plus we'll talk about the ever-changing big v small SI landscape!
About Manufacturing Hub:
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Huck BalesVlad RomanovDave GriffithManufacturing HubSolisPLC
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Connect with Us#automation #manufacturing #robotics #industry40
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Shane Dreffs joins Manufacturing Hub to kick off our Systems Integration theme.
Shane started his career in the 90's working with robotics. He has transitioned to running his own company XYZ Automation and is currently helping manufacturing companies semi-automate and automate their manual processes.
Be sure to join the conversation on Wednesday at 4 pm EST.
Manufacturing Hub Network is an educational show hosted by two longtime industrial practitioners Dave Griffith and Vladimir Romanov. Together they try to answer big questions in the industry while having fun conversations with other interesting people. Come join us weekly!
Shane DreffsVlad RomanovDave GriffithManufacturing HubSolisPLC
**********
Connect with Us#automation #manufacturing #robotics #industry40
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