Validation and Refinement of Fluid Dynamics Models for Vacuum Pressure Relief Valves Based on Data Analysis
Year: 2024
Type: article
Abstract: In the advancement of modern industry and technology, vacuum pressure relief valves play a pivotal role across various fields.Traditional physical experimental approaches face limitations such as high costs, limited flexibility, and incomplete data collection.This study leverages a virtual simulation platform to focus on the validation and refinement of fluid dynamics models for vacuum pressure relief valves.By innovatively employing a multisoftware integrated modeling and simulation strategy, the study optimizes models through data-driven analysis and establishes a dynamic adaptive correction mechanism.Based on the operating principles of vacuum pressure relief valves and fluid dynamics theory, the research involves model construction, simulation experiment design, and data collection.Techniques such as data correlation analysis and error metric evaluation are employed for model validation, and targeted correction strategies are developed to address error sources.The corrected model is further validated following intelligent parameter optimization.Results demonstrate significant improvements in key performance indicators, providing robust technical support for advancements in the vacuum pressure relief valve domain.
DOI: 10.18280/ijht.420634
Authors: Lili Shi, Zhiliang Xia
Institution: Wenzhou Polytechnic
Language: English
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4406451198