Reduced Order Model for Guided Wave Propagation on Gas Pipelines to Enable Real-Time Simulation
Reduced order model for simulation of Guided wave propagation is presented here. The utilization of reduced order models ensures efficient data generation for a variety of parameters where it takes huge computational effort to simulate, crucial for timely monitoring and decision-making. Autoencoder based reduced order models are proposed here, which are trained on simulated data from open-source finite element framework, Firedrake.
Authors
- Ruishu Wright (ORCID: https://orcid.org/0000-0002-6084-9220)
- Pengdi Zhang (ORCID: https://orcid.org/0000-0002-9104-6703)
- Paul Richard Ohodnicki (ORCID: https://orcid.org/0000-0003-2115-0692)
- Sandeep Bukka (ORCID: https://orcid.org/0000-0002-5513-049X)
- Nageswara R. Lalam (ORCID: https://orcid.org/0000-0002-5652-0449)
Institutions
- University of Pittsburgh (US)
- National Energy Technology Laboratory (US)
Publication Details
- Published
- 2024-11-12
- DOI
- https://doi.org/10.2172/2477348
- Primary Topic
- Gyrotron and Vacuum Electronics Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00