Hybrid Data-Driven and Physics-Based Modeling for Gas Turbine Prescriptive Analytics

This paper presents a methodology for predictive and prescriptive analytics of a gas turbine. The methodology is based on a combination of physics-based and data-driven modeling using machine learning techniques. Combining these approaches results in a set of reliable, fast, and continuously updatin...

Full description

Bibliographic Details
Main Authors: Sergei Belov, Sergei Nikolaev, Ighor Uzhinsky
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:International Journal of Turbomachinery, Propulsion and Power
Subjects:
Online Access:https://www.mdpi.com/2504-186X/5/4/29