(76a) The Role of Process Simulation in the Digital Transformation
AIChE Spring Meeting and Global Congress on Process Safety
2020
2020 Virtual Spring Meeting and 16th GCPS
Computing and Systems Technology Division
Process Modeling and Simulation I
Wednesday, August 19, 2020 - 11:00am to 11:15am
The objective of this presentation is to provide an overview of the obstacles to Digital Transformation for the process discipline and explain how these can be overcome. A special emphasis will be given on the role of the process simulation tool (white box modelling) as a catalyst for transformational change.
The presentation will examine several challenges specific to process engineering:
1) According to DECHEMA, one major obstacle for digital transformation is the division of process simulators into single-purpose point solutions. Today, separate models may be created â often in different tools â for process design, control strategy design, operator training simulation, performance monitoring and online optimization. This drives up the total cost of modelling to a degree than can become prohibitively expensive. One single model should be able to cover the entire plant lifecycle from idea to operations2.
2) Engineering disciplines, other than process, collaborate closely with database-driven tools and assured workflows. Process simulators are typically poorly integrated into this workflow, and if so, with a single directional information flow. This lack of integration makes it nearly impossible to break down silos and enable new ways of working, like the agile development methods that have transformed software engineering.
3) Over the decades, legacy process simulators got overloaded with niche features and functions only usable by experts. This bloat makes them not suitable for automation and operations.
4) The potential benefits of Artificial Intelligence and Machine Learning for process engineering are not widely understood. Appropriate black box tools are not deeply embedded within white box models.
More recently, stakeholders see the Digital Twin as the most important building block for Digital Transformation of the process industries. The process discipline must be a central part to this transformation3.
While legacy simulators are well-suited to accurately simulate processes, their decades-old architectures mean they are not ideal to serve the entire plant lifecycle and support the Digital Transformation. We will use the AVEVA SimCentral Simulation Platform4 as an example of how the identified obstacles can be overcome with a next generation process simulator. Case examples from leading EPC and Operating companies will be outlined and will serve as a way to explain the related benefits.
1) Digital business models in plant engineering and construction in an international comparison, A benchmarking study of PwC and VDMA, May 2019 (link)
2) DECHEMA Whitepaper Digitalisierung in der Chemieindustrie, September 2016 (link)
3) DECHEMA Tutzingen Thesen 2018 (link in english)
4) AVEVA SimCentral Simulation Platform (link)
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2020 Virtual Spring Meeting and 16th GCPS
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Computing and Systems Technology Division only
AIChE Pro Members | $100.00 |
AIChE Graduate Student Members | Free |
AIChE Undergraduate Student Members | Free |
Computing and Systems Technology Division Members | Free |
AIChE Explorer Members | $150.00 |
Non-Members | $150.00 |