Machine learning regression based group contribution method for cetane and octane numbers prediction of pure fuel compounds and mixtures

Author:

Li RunzhaoORCID,Herreros Jose Martin,Tsolakis AthanasiosORCID,Yang Wenzhao

Funder

Innovate UK

Technology Strategy Board

EPSRC

University of Birmingham

Publisher

Elsevier BV

Subject

Organic Chemistry,Energy Engineering and Power Technology,Fuel Technology,General Chemical Engineering

Reference73 articles.

1. Standard test method for cetane number of diesel fuel oil;ASTM D613-18a;American Society for Testing and Materials (ASTM) international,2018

2. Standard test method for determination of ignition delay and derived cetane number (DCN) of diesel fuel oils by combustion in a constant volume chamber;ASTM D6890-18;American Society for Testing and Materials (ASTM) international,2018

3. Standard test method for determination of derived cetane number (DCN) of diesel fuel oils—ignition delay and combustion delay using a constant volume combustion chamber method;ASTM D7668-17;American Society for Testing and Materials (ASTM) international,2017

4. Standard test method for determination of indicated cetane number (ICN) of diesel fuel oils using a constant volume combustion chamber—reference fuels calibration method;ASTM D8183-18;American Society for Testing and Materials (ASTM) international,2018

5. Standard test method for research octane number of spark-ignition engine fuel;ASTM D2699-19;American Society for Testing and Materials (ASTM) international,2019

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