Breaking the Data Silos: A Guide to Smart Manufacturing

Breaking the Data Silos: A Guide to Smart Manufacturing

The Evolution from Data Science to Data Engineering in Industry 4.0

In this debut episode of the Smart Metals Podcasting Show, hosts Luke van Enkhuizen and Denis delve into the world of Industry 4.0, focusing on the critical shift from data science to data engineering within industrial environments.

Denis shares his journey from a data scientist to a data engineer, sparked by the challenge of accessing and preparing data for analysis in the metal industry. He highlights the insufficiency of current systems to support the data analytics needed for Industry 4.0 and argues for a separate digital infrastructure for control and analytics.

The discussion also covers the limitations of traditional ERP systems for real-time data analysis and the potential of a unified namespace to streamline data integration across various operational levels.

The episode concludes with insights into establishing a robust digital infrastructure to support data-driven operations and the necessary mindset for companies embarking on their digital transformation journey.

00:00 Welcome to the Smart Metals Podcasting Show!
00:56 Diving Into the World of Data Engineering and Science
01:12 The Shift from Data Science to Data Engineering
03:42 Challenges in Industrial Data Management
06:52 Rethinking Data Integration for Industry 4.0
09:04 Learning from Past Mistakes: A New Approach to Data
15:05 The Unified Namespace: A Game Changer for Data Analytics
19:02 Concluding Thoughts and Future Directions

Jaksot(14)

Ensuring Data Quality in Metals Manufacturing: Techniques and Challenges with SCADA and Databricks

Ensuring Data Quality in Metals Manufacturing: Techniques and Challenges with SCADA and Databricks

In this episode of the Smart Metals Podcast, hosts Luke van Enkhuizen and Denis Gontcharov explore the critical topic of data quality in metals manufacturing, with a strong focus on SCADA systems and ...

7 Kesä 202529min

Unified Namespace Deployment in Metal Fabrication: A Real-World Case Study

Unified Namespace Deployment in Metal Fabrication: A Real-World Case Study

In this episode of the Smart Metals Podcast, Luke van Enkhuizen and Denis Goncharov dive into a real-world case study of deploying a Unified Namespace (UNS) at a welding shop in the Netherlands using ...

10 Maalis 202531min

From the Shop Floor to the Cloud: AI in Metal Manufacturing

From the Shop Floor to the Cloud: AI in Metal Manufacturing

In this episode of the Smart Metals Podcast Denis and I, dive into the topic of transferring shop floor data to the cloud and leveraging AI for predictive maintenance and other use-cases in the metals...

31 Tammi 202537min

Navigating the Future of Factory Connectivity with Russ Waddell

Navigating the Future of Factory Connectivity with Russ Waddell

This week at Smart Metals Podcast, we, the hosts Denis Gontcharov and Luke van Enkhuizen, had a fascinating conversation about the future of factory connectivity with Russ Waddell, an expert in indust...

13 Tammi 202556min

Unifying Manufacturing with Unified Namespace: A Conversation with Brian Pribe

Unifying Manufacturing with Unified Namespace: A Conversation with Brian Pribe

This week at Smart Metals Podcast, we, the hosts Denis Gontcharov and Luke van Enkhuizen, had a conversation about implementing Unified Namespace (UNS) in manufacturing environments with Brian Pribe, ...

25 Marras 202442min

Innovating with Todd Abraham: A Unified Approach for Industry 4.0

Innovating with Todd Abraham: A Unified Approach for Industry 4.0

In this episode of the Smart Metals Podcast, hosts Denis Gontcharov and Luke van Enkhuizen welcome Todd Abraham from InnoVaas. They dive into digital transformation within the metals industry, focusin...

21 Loka 202442min

Event-Driven Architectures and Unified Namespace in Metalworking with Wim Dijkgraaf

Event-Driven Architectures and Unified Namespace in Metalworking with Wim Dijkgraaf

In this episode of the Smart Metals podcast, we (Denis Gontcharov and Luke Van Enkhuizen) had the pleasure of hosting Wim Dijkgraaf, founder and CEO of Quotation Factory. We discussed the challenges a...

16 Syys 202443min

Exploring the Unified Namespace in the European Metals Industry: Challenges and Solutions

Exploring the Unified Namespace in the European Metals Industry: Challenges and Solutions

This week at the Smart Metals Podcast, we had a conversation about the state of Unified Namespace (UNS) adoption in the European metals industry. We were joined by Angelo Hulshout, a seasoned software...

2 Syys 202445min

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