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: Sontheimer, Moritz, Singh, Anshul-Kumar, Verma, Prateek, Chou, Shuo-Yan, Kuo, Yu-Lin
Other Authors: Program in Media Arts and Sciences (Massachusetts Institute of Technology)
Format: Article
Published: Multidisciplinary Digital Publishing Institute 2023
Online Access:https://hdl.handle.net/1721.1/152529