Multi-input multi-output machine learning predictive model for engine performance and stability, emissions, combustion and ignition characteristics of diesel-biodiesel-gasoline blends

• Main Authors: Mohammad Zandie, Mohammad Zandie, Ng, Hoon Kiat, Gan, Suyin, Muhamad Said, Mohd. Farid, Cheng, Xinwei
• Format: Article
• Published: Elsevier Ltd 2023
• Subjects: TJ Mechanical engineering and machinery
• Online Access: http://eprints.utm.my/106736/; http://dx.doi.org/10.1016/j.energy.2022.125425
• Institution: Universiti Teknologi Malaysia

In this research, a multi-input multi-output artificial neural network (MIMO-ANN) is developed, in which 14 features associated with the engine performance and stability, emissions, combustion and ignition characteristics of diesel-biodiesel-gasoline mixtures are meant to be modelled by a diverse co...