LSTM for Modeling of Cylinder Pressure in HCCI Engines at Different Intake Temperatures via Time-Series Prediction

Modeling engines using physics-based approaches is a traditional and widely-accepted method for predicting in-cylinder pressure and the start of combustion (SOC). However, developing such intricate models typically demands significant effort, time, and knowledge about the underlying physical process...

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Bibliographic Details
Main Authors: Moritz Sontheimer, Anshul-Kumar Singh, Prateek Verma, Shuo-Yan Chou, Yu-Lin Kuo
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Machines
Subjects:
Online Access:https://www.mdpi.com/2075-1702/11/10/924