Determination of governing mode (knocking, normal or misfire) on HCCI engine’s cycle using Matter Element Extension theory
Publish place: 11th International Conference on Internal Combustion Engines
Publish Year: 1398
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
ICICE11_040
تاریخ نمایه سازی: 6 خرداد 1399
Abstract:
Nowadays, researchers tend to simulate and model the studied phenomena to reduce the calculation time and cost. Matter-element extension model is a useful method that can be used to evaluate a wide range of data belongs to different subjects. In the present study, this model is used to diagnose different engine’s performance modes including misfire, normal,.To achieve this purpose, a set of performance and emission parameters acquired for a multi zonal model are chosen as input data to the model. Statistical analysis is done on a set of experimental data. First, ANOVA (analysis of variance) is used to determine parameters significant level. Then the proportional weights are given for the chosen parameters respect to their importance. To do this, linear regression analysis is used for determination of weights. The output of matter-element extension model for each test condition has three values that range from -1 to 1. ?’i is representing of governing mode on engine’s cycle. Results show that when each of ?’i that lease to 1, that mode is the governing mode of cycle. The other remaining two values are meaningful. Results show that outputs of this mode have good conformity with corresponding experimental data and it can be reliable model in determination of engine cycle.
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Authors
Mohsen Aaghari
MSc graduated Student, Mechanical Engineering Department, Sahand University of Technology
Rahim Koshbakhti Saray
Faculty of Mechanical Engineering Department, Sahand University of Technology
Elaheh Nashat Esfahlani
Faculty of Mechanical Engineering Department, Sahand University of Technology