“The Case for Automated Remastering” is a 5 part series exploring a changing paradigm within Engineering Systems Interoperability (ESI). This latest post explores how processes and metrics can be applied to ESI.
Part 2: Processes & Metrics – Missing Pieces of the ESI Puzzle
When it comes to architecting processes for PLM solutions, many manufacturers are drowning in a sea of technical and administrative due diligence. However, organizations often neglect to apply this same type of due diligence to architecting and implementing Engineering Systems Interoperability (ESI) solutions.
The situation offers tremendous upside for managers that oversee process and/or quality controls. In some cases, the internal rate of return on an ESI project can be two to ten times the investment. The problem is that some manufacturers treat ESI as a problem point within the value chain, when in essence, these problems can (and will) propagate themselves at multiple points within the value chain.
With the model-based enterprise (MBE), as more data is populated in the upstream CAD model, conversely, there is more that can go wrong in the downstream systems. In cases where these models are constantly being manipulated and reused (but not in a consistent way), process controls, operational metrics, and technical oversight are the primary means of enforcing MBD policies. Automated remastering can help solve these problems by providing processes, metrics, and activity tracking.
The Automated Remastering Process – A Holistic View
Figure 2.1 illustrates an end-to-end holistic view of automated remastering to help engineering IT managers create the overall project vision.
Using an automated remastering process offers three distinct tactical advantages: 1) scales to accommodate multiple programs, the enterprise, and/or the supply chain, 2) portable to other programs/products and 3) includes API “hooks” into PLM software applications and workflow.
The process also dovetails into three financial advantages: 1) incorporates/integrates your team’s existing ESI technologies, 2) uses a hybrid model that balances both automation and manual intervention to offset labor costs, and 3) leverages Lean building blocks to justify, measure and oversee the process.
Figure 2.1 – Automated Remastering Top-Level Process
Each point within the process above represents a separate workflow that can be modified to fit within your PLM environment and/or IT infrastructure. Figure 2.2 (below) represents a simplified, project-specific automated remastering workflow for a 5,000-part dataset.
Figure 2.2 – Automated Remastering Sample Workflow
Forming the Basis for an Internal Rate of Return
As with any ESI process, regardless of domain (CAD, CAE, CAM, PLM, MRO, etc.), a manager’s ability to measuring the internal investment return and subsequently realizing those results, is critical. For many purchasing situations, finance recognizes Lean methodologies to help justify capital expenditures.
In the example below, we illustrate how process efficiencies and labor waste may be depicted in a visual management model depicting value-added and non-value added time. For this particular project, labor hours were assigned to each bar on the chart; the subsequent report included detailed workflows.
Figure 2.3 – Depicting ESI Value-Added (VA) & Non-Value Added (NVA) Time
Collecting ESI Metrics for Cost-Benefit Analyses
The Process of automated remastering includes a qualification workflow to help managers analyze data sets, predict potential trouble spots, mitigate risk and prioritize spending. The technology within this workflow provides both top-level and in-depth analyses for MBD data moving between systems, including 3D models and assemblies, the 2D drawings and Product Manufacturing Information (PMI).
Figure 2.4 – Sample of Metrics or Cost-Benefit Analyses
ESI Projects should leverage Process-Centric Methods & Measures
The reasons why automated remastering is an acceptable option for any ESI initiative is that the solution offers a scalable, repeatable and portable process that captures metrics and measures. The technology powering the process offers managers the capability of overseeing the details of what is actually happening to their intellectual property. In the next article, we will explore the technologies that managers can use to deploy a cost-effective hybrid solution consisting of automation and manual intervention.
Learn How to Achieve Lean Goals through Automated Remastering
To learn more about using a process-centric approach to Engineering Systems Interoperability, please register for our 30-minute webinar, Achieving Lean Goals through Automated Remastering, facilitated by my colleague, Program Manager & Senior Consultant, Tony Provencal. To register, click here.