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[62850] Artykuł: Application of Artificial Intelligence Methods to Modeling of Injector Needle Movement in Diesel EngineCzasopismo: Procedia Engineering Tom: 177, Strony: 303-306ISSN: 1877-7058 Wydawca: ELSEVIER SCIENCE BV, SARA BURGERHARTSTRAAT 25, PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS Opublikowano: 2017 Seria wydawnicza: Procedia Engineering Autorzy / Redaktorzy / Twórcy Grupa MNiSW: Materiały z konferencji międzynarodowej (zarejestrowane w Web of Science) Punkty MNiSW: 15 Klasyfikacja Web of Science: Proceedings Paper Pełny tekst DOI Web of Science Keywords: diesel engine  injector needle  computational intelligence  |
The paper presents analysis of injector needle movement in diesel engine. A methodology for obtaining models of this movements was described. The values of injector needle lift were recorded for the engine running at full load, powered by diesel fuel. The models were built using two computational intelligence methods: genetic-fuzzy system and regression trees. The analysis of transparency and accuracy of the obtained models was conducted. The proposed models can be applied to estimation of amount of fuel injected during the engine work cycle. (C) 2017 The Authors. Published by Elsevier Ltd.