Did we intentionally film an AI episode in front of robot monster art? Maybe…

As machine learning becomes more prevalent, the industry is actively exploring how to leverage AI's capabilities to its advantage. On the newest episode of Pipeline Things, Christopher De Leon and Rhett Dotson are joined by Adrian Belanger as they explore the application of machine learning and his IPC 2022 paper: “Not All Data Is Good Data: The Challenges of Using Machine Learning ILI.”

While machine learning efficiently analyzes data and uncovers patterns for analysts, Rhett, Chris, and Adrian discuss the critical role that quality inputs play in actionable outputs. Bad data can arise from mismatches between ILI data and field data, or from incomplete data that has been excluded. Belanger discusses the importance of screening data and looking for anomalies in data when utilizing AI.

Rhett, Chris, and Adrian discuss the growth and use of machine learning, what good data is, and how machine learning can effectively be utilized in the industry.

Highlights:

• What type of data is fed into machine learning, and what goes wrong?
• Is the future of machine learning to replace jobs in pipeline integrity?
• Is parameter data leveraged in machine learning rather than just ILI signal data?
• What does good and bad data look like from Adrian’s perspective?
• What are the common mistakes with data?

Connect:

Rhett Dotson

Christopher De Leon

D2 Integrity

Adrian Belanger

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Pipeline Things is presented by D2 Integrity and produced by ADV Marketing.

D2 Integrity (D2I) is providing this podcast as an educational resource, but it is neither a legal interpretation nor a statement of D2I policy. Reference to any specific product or entity does not constitute an endorsement or recommendation by D2 Integrity. The views expressed by guests are their own and their appearance on the program does not imply an endorsement of them or any entity they represent. Views and opinions expressed by D2I employees are those of the employees and do not necessarily reflect the view of D2I or any of its officials. If you have any questions about this disclaimer, please contact Sarah Roberts at sarah.roberts@advmarketing.com.

Copyright D2 Integrity © 2024

You know what they say about history and repeating itself. In an episode that we wouldn’t mind listening to over and over again, we get the answers to important questions about modern-day pipeline integrity.

Join us on the newest episode of Pipeline Things, where Christopher De Leon and Rhett Dotson are joined by special guest Andy Drake to discuss the history of pipeline integrity regulations and best practices. Rhett, Chris, and Andy discuss prescriptive and performance-based regulation (and Rhett takes a stance!), what “zero incidents” means, and moving forward in the industry.

Highlights:

• What is the relationship between performance and prescriptive-based regulations?
• Why are U.S. operators operating in the regulatory environment that exists today?
• What does it mean to “stand on the shoulders of giants” in the pipeline industry?
• Where did “zero incidents” come from, and what did the original creators mean by it?
• How are we seeing environmental impacts influence regulations?

Connect:

Rhett Dotson

Christopher De Leon

D2 Integrity

Andy Drake

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Pipeline Things is presented by D2 Integrity and produced by ADV Marketing.

D2 Integrity (D2I) is providing this podcast as an educational resource, but it is neither a legal interpretation nor a statement of D2I policy. Reference to any specific product or entity does not constitute an endorsement or recommendation by D2 Integrity. The views expressed by guests are their own and their appearance on the program does not imply an endorsement of them or any entity they represent. Views and opinions expressed by D2I employees are those of the employees and do not necessarily reflect the view of D2I or any of its officials. If you have any questions about this disclaimer, please contact Sarah Roberts at sarah.roberts@advmarketing.com.

Copyright 2024 © D2 Integrity

ILI tools have developed exponentially over the past few years, but understanding their real capabilities is essential for integrity management. On the newest episode of Pipeline Things, Christopher De Leon and Rhett Dotson are joined by Bruce Nestleroth to discuss how to get educated to ensure the tools you are buying from ILI vendors are what you actually need. They also dive into MFL sensors and Bruce’s history in the pipeline industry.

Highlights:

• How did Bruce Nestleroth get started in the pipeline industry?
• What does Bruce mean by “science is about truth; engineering is about compromise”?
• Why is there such a wide range of MFL sensors?
• How should people understand the specifications for ILI tools?
• Why is it important to ask the right questions when speaking to ILI vendors?
• Can MFL tools provide a river bottom profile for RSTRENG?

Connect:

Rhett Dotson

Christopher De Leon

Bruce Nestleroth

D2 Integrity

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Pipeline Things is presented by D2 Integrity and produced by ADV Marketing.

D2 Integrity (D2I) is providing this podcast as an educational resource, but it is neither a legal interpretation nor a statement of D2I policy. Reference to any specific product or entity does not constitute an endorsement or recommendation by D2 Integrity. The views expressed by guests are their own and their appearance on the program does not imply an endorsement of them or any entity they represent. Views and opinions expressed by D2I employees are those of the employees and do not necessarily reflect the view of D2I or any of its officials. If you have any questions about this disclaimer, please contact Sarah Roberts at sarah.roberts@advmarketing.com.

© 2024 | D2 Integrity

Over the years, regulations have generally emerged as a response to failures. Past failures have been the catalysts for the standards and guidelines for integrity management instead of proactive research and standard development.

On the newest episode of Pipeline Things, Christopher De Leon and Rhett Dotson are joined by Jerry Rau to discuss the way it is and the way it should be. Join us on today’s episode of Pipeline Things as Rhett, Christopher, and Jerry discuss how research should be driving standards and regulations, rather than incidents.

Highlights:

• How successful has the industry been at mobilizing in the past to protect against failures proactively?
• What can managers and integrity engineers do to prevent history from repeating itself?
• How do younger pipeline professionals get involved to continue learning more about the industry and furthering regulations?
• How can experienced managers hold employees accountable for continued learning and research?

Resources:

By God, if I Were in Charge: A Book About Experiences In The Pipeline Industry

Connect:

Rhett Dotson

Christopher De Leon

Jerry Rau

D2 Integrity

Be sure to subscribe and leave a comment or rating!

Pipeline Things is presented by D2 Integrity and produced by ADV Marketing.

D2 Integrity (D2I) is providing this podcast as an educational resource, but it is neither a legal interpretation nor a statement of D2I policy. Reference to any specific product or entity does not constitute an endorsement or recommendation by D2 Integrity. The views expressed by guests are their own and their appearance on the program does not imply an endorsement of them or any entity they represent. Views and opinions expressed by D2I employees are those of the employees and do not necessarily reflect the view of D2I or any of its officials. If you have any questions about this disclaimer, please contact Sarah Roberts at sarah.roberts@advmarketing.com.

Copyright © 2024 D2 Integrity

The standards development process is a crucial part of this industry, but it is everchanging and best met with a team of regulatory and industry experts.

In this episode of Pipeline Things, Christopher De Leon and Rhett Dotson are joined by Dave Johnson (better known as Dr. Dave) to discuss both the collaboration required and the deliberateness necessary for successful standards. Join us on today’s episode as the team dives into previous and ongoing standard development while peeking into Dr. Dave’s perspective on the future.

Highlights:

• What are the different types of organizations that contribute to standard development?
• How are standards put into practice in the industry?
• What was the standard developmental process for 1183, B318, and B31.8S?
• How quickly was B31.8S developed, and what impact did that have on its use today?
• How do we prevent some of the challenges we’re seeing today in new standards being developed, such as for CO2 pipelines?

Connect:

Rhett Dotson

Christopher De Leon

D2 Integrity

Be sure to subscribe and leave a comment or rating!

Pipeline Things is presented by D2 Integrity and produced by ADV Marketing.

D2 Integrity (D2I) is providing this podcast as an educational resource, but it is neither a legal interpretation nor a statement of D2I policy. Reference to any specific product or entity does not constitute an endorsement or recommendation by D2 Integrity. The views expressed by guests are their own and their appearance on the program does not imply an endorsement of them or any entity they represent. Views and opinions expressed by D2I employees are those of the employees and do not necessarily reflect the view of D2I or any of its officials. If you have any questions about this disclaimer, please contact Sarah Roberts at sarah.roberts@advmarketing.com.

Copyright 2024 © D2 Integrity

Integrity management has evolved since the standard of “avoiding loss of life” was set. On the newest episode of Pipeline Things, Christopher De Leon and Rhett Dotson are joined by Keith Leewis to discuss the evolution of integrity management and its future trajectory. Rhett, Chris, and Keith discuss the history of integrity management, how it has evolved within the last 25 years, and what new technology can mean for the future.

Highlights:

• What is PIR and what is the history of how it came to be?
• How has the standard goal of integrity management evolved from 25 years ago?
• Are integrity management and its standards evolving enough with the influx of resources available to operators now, in comparison to 25 years ago?
• As regulations have progressed, what is the need for prescriptive regulatory guidance?

Resources:

Consequence Related Background Papers

Connect:

Rhett Dotson

Christopher De Leon

Keith Leewis

D2 Integrity

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Pipeline Things is presented by D2 Integrity and produced by ADV Marketing.

D2 Integrity (D2I) is providing this podcast as an educational resource, but it is neither a legal interpretation nor a statement of D2I policy. Reference to any specific product or entity does not constitute an endorsement or recommendation by D2 Integrity. The views expressed by guests are their own and their appearance on the program does not imply an endorsement of them or any entity they represent. Views and opinions expressed by D2I employees are those of the employees and do not necessarily reflect the view of D2I or any of its officials. If you have any questions about this disclaimer, please contact Sarah Roberts at sarah.roberts@advmarketing.com.

© 2024, D2 Integrity

Control room operators and pipeline integrity engineers both play vital roles in protecting pipelines and maintaining safe operations. On the newest episode of Pipeline Things, Christopher De Leon and Rhett Dotson are joined by Russel Treat from the Pipeline Podcast Network to discuss control room management. Rhett, Chris, and Russel discuss what control room management looks like, how control room operations and integrity management are related, what consequences can result from improper management, and what steps need to be taken when failure occurs.

Highlights:

• What is the relationship between control room and integrity management in pipeline failures?
• What is the rupture rule?
• Where are we seeing the most innovation in control room management?
• How do integrity, control room, and operations management departments collaborate to avoid system failure?

Connect:

Rhett Dotson

Christopher De Leon

Russel Treat

D2 Integrity

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Pipeline Things is presented by D2 Integrity and produced by ADV Marketing.

D2 Integrity (D2I) is providing this podcast as an educational resource, but it is neither a legal interpretation nor a statement of D2I policy. Reference to any specific product or entity does not constitute an endorsement or recommendation by D2 Integrity. The views expressed by guests are their own and their appearance on the program does not imply an endorsement of them or any entity they represent. Views and opinions expressed by D2I employees are those of the employees and do not necessarily reflect the view of D2I or any of its officials. If you have any questions about this disclaimer, please contact Sarah Roberts at sarah.roberts@advmarketing.com.

On the newest episode of Pipeline Things, Rhett and Chris sit down with Rienk de Vries from Intero to discuss how difficult-to-inspect pipelines and recent technology innovations. Tune in to learn more about Intero’s advanced technology and the services it offers.

Highlights:

• Who is Rienk, and what is his story in the pipeline industry?
• What is the evolution of Intero technology, from Pipetel to now?
• What are Intero’s service lines?
• What is in-line charging?

Connect:

Rhett Dotson

Christopher De Leon

D2 Integrity

Intero

Rienk de Vries

Be sure to subscribe and leave a comment or rating!

Pipeline Things is presented by D2 Integrity and produced by ADV Marketing.

D2 Integrity (D2I) is providing this podcast as an educational resource, but it is neither a legal interpretation nor a statement of D2I policy. Reference to any specific product or entity does not constitute an endorsement or recommendation by D2 Integrity. The views expressed by guests are their own and their appearance on the program does not imply an endorsement of them or any entity they represent. Views and opinions expressed by D2I employees are those of the employees and do not necessarily reflect the view of the D2I or any of its officials. If you have any questions about this disclaimer, please contact Sarah Roberts at sarah.roberts@advmarketing.com.