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Last week I shared my first review of the PLM Roadmap / PDT Fall 2020 conference, organized by CIMdata and Eurostep. Having digested now most of the content in detail, I can state this was the best conference of 2020. In my first post, the topics I shared were mainly the consultant’s view of digital thread and digital twin concepts.

This time, I want to focus on the content presented by the various Aerospace & Defense working groups who shared their findings, lessons-learned (so far) on topics like the Multi-view BOM, Supply Chain Collaboration, MBSE Data interoperability.

These sessions were nicely wrapped with presentations from Alberto Ferrari (Raytheon), discussing the digital thread between PLM and Simulation Lifecycle Management and Jeff Plant (Boeing) sharing their Model-Based Engineering strategy.

I believe these insights are crucial, although there might be people in the field that will question if this research is essential. Is not there an easier way to achieve to have the same results?

Nicely formulated by Ilan Madjar as a comment to my first post:

Ilan makes a good point about simplifying the ideas to the masses to make it work. The majority of companies probably do not have the bandwidth to invest and understand the future benefits of a digital thread or digital twins.

This does not mean that these topics should not be studied. If your business is in a small, simple eco-system and wants to work in a connected mode, you can choose a vendor and a few custom interfaces.

However, suppose you work in a global industry with an extensive network of partners, suppliers, and customers.

In that case, you cannot rely on ad-hoc interfaces or a single vendor. You need to invest in standards; you need to study common best practices to drive methodology, standards, and vendors to align.

This process of standardization is so crucial if you want to have a sustainable, connected enterprise. In the end, the push from these companies will lead to standards, allowing the smaller companies to ad-here or connect to.

The future is about Connected through Standards, as discussed in part 1 and further in this post. Let’s go!

Global Collaboration – Defining a baseline for data exchange processes and standards

Katheryn Bell (Pratt & Whitney Canada) presented the progress of the A&D Global Collaboration workgroup. As you can see from the project timeline, they have reached the phase to look towards the future.

Katheryn mentioned the need to standardize terminology as the first point of attention. I am fully aligned with that point; without a standardized terminology framework, people will have a misunderstanding in communication.

This happens even more in the smaller businesses that just pick sometimes (buzz) terms without a full understanding.

Several years ago, I talked with a PLM-implementer telling me that their implementation focus was on systems engineering. After some more explanations, it appeared they were making an attempt for configuration management in reality. Here the confusion was massive. Still, a standard, common terminology is crucial in our domain, even if it seems academic.

The group has been analyzing interoperability standards, standards for long-time archival and retrieval (LOTAR), but also has been studying the ISO 44001 standard related to Collaborative business relationship management systems

In the Q&A session, Katheryn explained that the biggest problem to solve with collaboration was the risk of working with the wrong version of data between disciplines and suppliers.

Of course, such errors can lead to huge costs if they are discovered late (or too late). As some of the big OEMs work with thousands of suppliers, you can imagine it is not an issue easily discovered in a more ad-hoc environment.

The move to a standardized Technical Data Package based on a Model-Based Definition is one of these initiatives in this domain to reduce these types of errors.

You can find the proceedings from the Global Collaboration working group here.

 

Connect, Trace, and Manage Lifecycle of Models, Simulation and Linked Data: Is That Easy?

I loved Alberto Ferrari‘s (Raytheon) presentation how he described the value of a model-based digital thread, positioning it in a targeted enterprise.

Click on the image and discover how business objectives, processes and models go together supported by a federated infrastructure.

Alberto’s presentation was a kind of mind map from how I imagine the future, and it is a pity if you have not had the chance to see his session.

Alberto also focused on the importance of various simulation capabilities combined with simulation lifecycle management. For Alberto, they are essential to implement digital twins. Besides focusing on standards, Alberto pleas for a semantic integration, open service architecture with the importance of DevSecOps.

Enough food for thought; as Alberto mentioned, he presented the corporate vision, not the current state.

More A&D Action Groups

There were two more interesting specialized sessions where teams from the A&D action groups provided a status update.

Brandon Sapp (Boeing) and Ian Parent (Pratt & Whitney) shared the activities and progress on Minimum Model-Based Definition (MBD) for Type Design Certification.

As Brandon mentioned, MBD is already a widely used capability; however, MBD is still maturing and evolving.  I believe that is also one of the reasons why MBD is not yet accepted in mainstream PLM. Smaller organizations will wait; however, can your company afford to wait?

More information about their progress can be found here.

Mark Williams (Boeing) reported from the A&D Model-Based Systems Engineering action group their first findings related to MBSE Data Interoperability, focusing on an Architecture Model Exchange Solution.  A topic interesting to follow as the promise of MBSE is that it is about connected information shared in models. As Mark explained, data exchange standards for requirements and behavior models are mature, readily available in the tools, and easily adopted. Exchanging architecture models has proven to be very difficult. I will not dive into more details, respecting the audience of this blog.

For those interested in their progress, more information can be found here

Model-Based Engineering @ Boeing

In this conference, the participation of Boeing was significant through the various action groups. As the cherry on the cake, there was Jeff Plant‘s session, giving an overview of what is happening at Boeing. Jeff is Boeing’s director of engineering practices, processes, and tools.

In his introduction, Jeff mentioned that Boeing has more than 160.000 employees in over 65 countries. They are working with more than 12.000 suppliers globally. These suppliers can be manufacturing, service or technology partnerships. Therefore you can imagine, and as discussed by others during the conference, streamlined collaboration and traceability are crucial.

The now-famous MBE Diamond symbol illustrates the model-based information flows in the virtual world and the physical world based on the systems engineering approach. Like Katheryn Bell did in her session related to Global Collaboration, Jeff started explaining the importance of a common language and taxonomy needed if you want to standardize processes.

Zoom in on the Boeing MBE Taxonomy, you will discover the clarity it brings for the company.

I was not aware of the ISO 23247 standard concerning the Digital Twin framework for manufacturing, aiming to apply industry standards to the model-based definition of products and process planning. A standard certainly to follow as it brings standardization on top of existing standards.

As Jeff noted: A practical standard for implementation in a company of any size. In my opinion, mandatory for a sustainable, connected infrastructure.

Jeff presented the slide below, showing their standardization internally around federated platforms.

This slide resembles a lot the future platform vision I have been sharing since 2017 when discussing PLM’s future at PLM conferences, when explaining the differences between Coordinated and Connected – see also my presentation here on Slideshare.

You can zoom in on the picture to see the similarities. For me, the differences were interesting to observe. In Jeff’s diagram, the product lifecycle at the top indicates the platform of (central) interest during each lifecycle stage, suggesting a linear process again.

In reality, the flow of information through feedback loops will be there too.

The second exciting detail is that these federated architectures should be based on strong interoperability standards. Jeff is urging other companies, academics and vendors to invest and come to industry standards for Model-Based System Engineering practices.  The time is now to act on this domain.

It reminded me again of Marc Halpern’s message mentioned in my previous post (part 1) that we should be worried about vendor alliances offering an integrated end-to-end data flow based on their solutions. This would lead to an immense vendor-lock in if these interfaces are not based on strong industry standards.

Therefore, don’t watch from the sideline; it is the voice (and effort) of the companies that can drive standards.

Finally, during the Q&A part, Jeff made an interesting point explaining Boeing is making a serious investment, as you can see from their participation in all the action groups. They have made the long-term business case.

The team is confident that the business case for such an investment is firm and stable, however in such long-term investment without direct results, these projects might come under pressure when the business is under pressure.

The virtual fireside chat

The conference ended with a virtual fireside chat from which I picked up an interesting point that Marc Halpern was bringing in. Marc mentioned a survey Gartner has done with companies in fast-moving industries related to the benefits of PLM. Companies reported improvements in accuracy and product development. They did not see so much a reduced time to market or cost reduction. After analysis, Gartner believes the real issue is related to collaboration processes and supply chain practices. Here lead times did not change, nor the number of changes.

Marc believes that this topic will be really showing benefits in the future with cloud and connected suppliers. This reminded me of an article published by McKinsey called The case for digital reinvention. In this article, the authors indicated that only 2 % of the companies interview were investing in a digital supply chain. At the same time, the expected benefits in this area would have the most significant ROI.

The good news, there is consistency, and we know where to focus for early results.

Conclusion

It was a great conference as here we could see digital transformation in action (groups). Where vendor solutions often provide a sneaky preview of the future, we saw people working on creating the right foundations based on standards. My appreciation goes to all the active members in the CIMdata A&D action groups as they provide the groundwork for all of us – sooner or later.

In my previous post, I shared my observations from the past 10 years related to PLM. It was about globalization and digitization becoming part of our daily business. In the domain of PLM, the coordinated approach has become the most common practice.

Now let’s look at the challenges for the upcoming decade, as to my opinion, the next decade is going to be decisive for people, companies and even our current ways of living. So let’s start with the challenges from easy to difficult

Challenge 1: Connected PLM

Implementing an end-to-end digital strategy, including PLM, is probably business-wise the biggest challenge. I described the future vision for PLM to enable the digital twin –How PLM, ALM, and BIM converge thanks to the digital twin.

Initially, we will implement a digital twin for capital-intensive assets, like satellites, airplanes, turbines, buildings, plants, and even our own Earth – the most valuable asset we have. To have an efficient digital continuity of information, information needs to be stored in connected models with shared parameters. Any conversion from format A to format B will block the actual data to be used in another context – therefore, standards are crucial. When I described the connected enterprise, this is the ultimate goal to be reached in 10 (or more) years. It will be data-driven and model-based

Getting to connected PLM will not be the next step in evolution. It will be disruptive for organizations to maintain and optimize the past (coordinated) and meanwhile develop and learn the future (connected). Have a look at my presentation at PLM Roadmap PDT conference to understand the dual approach needed to maintain “old” PLM and work on the future.

Interesting also my blog buddy Oleg Shilovitsky looked back on the past decade (here) and looked forward to 2030 (here). Oleg looks at these topics from a different perspective; however, I think we agree on the future quoting his conclusion:

PLM 2030 is a giant online environment connecting people, companies, and services together in a big network. It might sound like a super dream. But let me give you an idea of why I think it is possible. We live in a world of connected information today.

 

Challenge 2: Generation change

At this moment, large organizations are mostly organized and managed by hierarchical silos, e.g., the marketing department, the R&D department, Manufacturing, Service, Customer Relations, and potentially more.

Each of these silos has its P&L (Profit & Loss) targets and is optimizing itself accordingly. Depending on the size of the company, there will be various layers of middle management. Your level in the organization depends most of the time on your years of experience and visibility.

The result of this type of organization is the lack of “horizontal flow” crucial for a connected enterprise. Besides, the top of the organization is currently full of people educated and thinking linear/analog, not fully understanding the full impact of digital transformation for their organization. So when will the change start?

In particular, in modern manufacturing organizations, the middle management needs to transform and dissolve as empowered multidisciplinary teams will do the job. I wrote about this challenge last year: The Middle Management dilemma. And as mentioned by several others – It will be: Transform or Die for traditionally managed companies.

The good news is that the old generation is retiring in the upcoming decade, creating space for digital natives. To make it a smooth transition, the experts currently working in the silos will be missed for their experience – they should start coaching the young generation now.

 

Challenge 3: Sustainability of the planet.

The biggest challenge for the upcoming decade will be adapting our lifestyles/products to create a sustainable planet for the future. While mainly the US and Western Europe have been building a society based on unlimited growth, the effect of this lifestyle has become visible to the world. We consume with the only limit of money and create waste and landfill (plastics and more) form which the earth will not recover if we continue in this way. When I say “we,” I mean the group of fortunate people that grew up in a wealthy society. If you want to discover how blessed you are (or not), just have a look at the global rich list to determine your position.

Now thanks to globalization, other countries start to develop their economies too and become wealthy enough to replicate the US/European lifestyle. We are overconsuming the natural resources this earth has, and we drop them as waste – preferably not in our backyard but either in the ocean or at fewer wealth countries.

We have to start thinking circular and PLM can play a role in this. From linear to circular.

In my blog post related to PLM Roadmap/PDT Europe – day 1,  I described Graham Aid’s (Ragn-Sells) session:

Enabling the Circular Economy for Long Term Prosperity.

He mentioned several examples where traditional thinking just leads to more waste, instead of starting from the beginning with a sustainable model to bring products to the market.

Combined with our lifestyle, there is a debate on how the carbon dioxide we produce influences the climate and the atmosphere. I am not a scientist, but I believe in science and not in conspiracies. So there is a problem. In 1970 when scientists discovered the effect of CFK on the Ozone-layer of the atmosphere, we ultimately “fixed” the issue. That time without social media we still trusted scientists – read more about it here: The Ozone hole

I believe mankind will be intelligent enough to “fix” the upcoming climate issues if we trust in science and act based on science. If we depend on politicians and lobbyists, we will see crazy measures that make no sense, for example, the concept of “biofuel.” We need to use our scientific brains to address sustainability for the future of our (single) earth.

Therefore, together with Rich McFall (the initiator), Oleg Shilovitsky, and Bjorn Fidjeland (PLM-peers), we launched the PLM Green Alliance, where we will try to focus on sharing ideas, discussion related to PLM and PLM-related technologies to create a network of innovative companies/ideas. We are in the early stages of this initiative and are looking for ways to make it an active alliance. Insights, stories, and support are welcome. More to come this year (and decade).

 

Challenge 4: The Human brain

The biggest challenge for the upcoming decade will be the human brain. Even though we believe we are rational, it is mainly our primitive brain that drives our decisions. Thinking Fast and Slow from Daniel Kahneman is a must-read in this area. Or Predictably Irrational: The Hidden Forces that shape our decisions.  Note: these books are “old” books from years ago. However, due to globalization and social connectivity, they have become actual.

Our brain does not like to waste energy. If we see the information that confirms our way of thinking, we do not look further. Social media like Facebook are using their algorithms to help you to “discover” even more information that you like. Social media do not care about facts; they care about clicks for advertisers. Of course, controversial headers or pictures get the right attention. Facts are no longer relevant, and we will see this phenomenon probably this year again in the US presidential elections.

The challenge for implementing PLM and acting against human-influenced Climate Change is that we have to use our “thinking slow” mode combined with a general trust in science. I recommend reading Enlightenment now from Steven Pinker. I respect Steven Pinker for the many books I have read from him in the past. Enlightenment Now is perhaps a challenging book to complete. However, it illustrates that a lot of the pessimistic thinking of our time has no fundamental grounds. As a global society, we have been making a lot of progress in the past century. You would not go back to the past anymore.

Back to PLM.

PLM is not a “wonder tool/concept,” and its success is mainly depending on a long-term vision, organizational change, culture, and then the tools. It is not a surprise that it is hard for our brains to decide on a roadmap for PLM. In 2015 I wrote about the similarity of PLM and acting against Climate Change  – read it here: PLM and Global Warming

In the upcoming PI PLMx London conference, I will lead a Think Tank session related to Getting PLM on the Executive’s agenda. Getting PLM on an executive agenda is about connecting to the brain and not about a hypothetical business case only.  Even at exec level, decisions are made by “gut feeling” – the way the human brain decides. See you in London or more about this topic in a month.

Conclusion

The next decade will have enormous challenges – more than in the past decades. These challenges are caused by our lifestyles AND the effects of digitization. Understanding and realizing our biases caused by our brains is crucial.  There is no black and white truth (single version of the truth) in our complex society.

I encourage you to keep the dialogue open and to avoid to live in a silo.

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