AI Spectrum podcasts cover a wide range of artificial intelligence and machine learning topics. Listen to experts within Siemens and their customers talk about ...
How AI is paving a new path for design and manufacturing
Artificial intelligence is already finding a place across
many different areas of the design and manufacturing process but its benefits
aren’t limited to supporting individual, siloed, applications. As both AI
technology and the digitalization of the complete product design process
continue to develop, AI will become a key tool that spans across the entire
breadth of industry, reshaping the entire process from end to end.
In this episode host Spencer Acain is joined by guests Boris
Scharinger, Senior Innovation Manager and Technology Strategist for Siemens
Digital Industries, and Dr. Justin Hodges, Senior AI/ML Technical Specialist in
Product Management for Siemens Digital Industries Software, as they look to the
future of what AI will offer the product design and manufacturing process. They
highlight key AI trends and they impact they are already having at every stage
of the design process, while also examining the impact those trends will have
in the future.
In this episode you will learn:
·
The impact of AI across the breadth of product
design (1:25)
·
The future of AI in industry (7:18)
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16:39
Capturing manufacturing data and processes with AI
Artificial intelligence is having a major impact on the way products are designed and manufactured. Applying AI to the manufacturing industry can help bring a new layer of speed and adaptability to an industry that has traditionally been slow to adopt new trends. AI offers the ability to understand, package, and transport information between systems and users in a more efficient and intuitive way than ever before, enabling new approaches and innovations across the breadth of a factories operations.
In this episode host Spencer Acain is joined by guests Boris Scharinger, Senior Innovation Manager and Technology Strategist for Siemens Digital Industries, and Dr. Justin Hodges, Senior AI/ML Technical Specialist in Product Management for Siemens Digital Industries Software, to examine the ways AI is being applied to the manufacturing process. They cover topics focused on applying AI/ML to critical data within factories, encompassing both usage and analysis.
In this episode you will learn:
· Applications of AI in manufacturing (1:17)
· How AI is accelerating operations (5:01)
· Packaging data with ML models (7:46)
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12:07
How AI brings DevOps to product design
Advanced software methods, like simulation and the digital twin, are at the core of modern product design, enabling new designs to be tested and validated quickly and efficiently based on real-world data without the need for expensive prototypes. Now, thanks to the latest advances in AI, these key technologies can be taken a step further, allowing for even greater efficiency and new ways of tackling complex problems.
In this episode host Spencer Acain is joined by guests Boris Scharinger, Senior Innovation Manager and Technology Strategist for Siemens Digital Industries, and Dr. Justin Hodges, Senior AI/ML Technical Specialist in Product Management for Siemens Digital Industries Software, to explore the applications of AI in simulation and design, including applying AI to unify different elements of the digital twin and deepening the connection between the virtual and physical worlds.
In this episode you will learn:
· The benefits of moving to smaller models (0:37)
· How reduced order models help bring together digital twins (3:16)
· AI enables DevOps for hardware (7:46)
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13:45
How AI accelerates early product design
With the continuing digitalization of industry, the product design and manufacturing process is becoming more connected from end to end. Taking advantage of that connection and digitalization, artificial intelligence is starting to take a bigger and bigger role across every stage of the design and manufacturing process. Bringing AI into the design process helps organizations achieve both long- and short-term goals while simultaneously accelerating traditionally slow processes, help enable new, innovative approaches to historic problems.
In this episode host Spencer Acain is joined by guests Boris Scharinger, Senior Innovation Manager and Technology Strategist for Siemens Digital Industries, and Dr. Justin Hodges, Senior AI/ML Technical Specialist in Product Management for Siemens Digital Industries Software, to discuss the applications of AI in the early stages of the design process. They discuss key topics such as the application of AI as a decision support system, as well as ways AI is helping address important concerns such as sustainability.
In this episode you will learn:
· What are the applications of AI in the early stages of product design? (4:06)
· How AI is helping address sustainability concerns (6:27)
· How AI enables faster decision making (9:15)
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13:48
How AI is augmenting the PLM process
PLM systems are at the heart of modern, digitally integrated
manufacturing and design companies, helping to support the digitalization of
industry and the advancement of next-generation manufacturing. However, with as
complex as these systems are and with the vast quantities of data available
within them, leveraging a PLM system to its fullest potential isn’t always a
simple task.
In this episode, host Spencer Acain is joined by Charles
Aldave, Product Marketing Manager for Teamcenter, to discuss the ways AI is
impacting PLM systems, both as a means for directly interfacing with users and as
a way to silently speed things up behind the scenes.
In this episode you will learn:
·
What is Teamcenter? (0:43)
·
Creating hallucination free generative AI (2:37)
·
How Teamcenter seamlessly integrates AI (6:00)
AI Spectrum podcasts cover a wide range of artificial intelligence and machine learning topics. Listen to experts within Siemens and their customers talk about the impact of AI, success stories, and the future of AI. Gain insight into real world applications so that you can potentially apply AI within your world.
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