Advanced Neural Network Based Control for Automotive Engines.cDingli Yu
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Author: Dingli Yu
Number of Pages: 180 pages
Published Date: 03 Jan 2012
Publisher: LAP Lambert Academic Publishing
Publication Country: Germany
Language: English
Format: eBook
ISBN: 9783847331858
Download Link: advanced neural network based control for automotive engines
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In modern automotive industry, the state-of-art technology of fuel injection controllers utilizes feed-forward control with a mass airflow sensor located upstream of the throttle, plus a proportional and integral (PI) type feedback control. The feed-forward control is simply implemented with look-up tables, which requires a laborious process of calibration and tuning. With the development of micro-controllers for engine control units (ECU), a variety of advanced control schemes has been introduced to automotive industry. This research work, firstly, investigated neural network based feed-forward control method to improve the performance of fuel injector. In addition, based on the air/fuel ratio model developed, a nonlinear model predictive control scheme is implemented successfully, and the control performance and robustness are evaluated by introducing system uncertainties.
Read online Advanced Neural Network Based Control for Automotive Engines Buy Advanced Neural Network Based Control for Automotive Engines Download and read Advanced Neural Network Based Control for Automotive Engines ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook Advanced Neural Network Based Control for Automotive Engines ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent
Author: Dingli Yu
Number of Pages: 180 pages
Published Date: 03 Jan 2012
Publisher: LAP Lambert Academic Publishing
Publication Country: Germany
Language: English
Format: eBook
ISBN: 9783847331858
Download Link: advanced neural network based control for automotive engines
---------------------------------------------------------------
In modern automotive industry, the state-of-art technology of fuel injection controllers utilizes feed-forward control with a mass airflow sensor located upstream of the throttle, plus a proportional and integral (PI) type feedback control. The feed-forward control is simply implemented with look-up tables, which requires a laborious process of calibration and tuning. With the development of micro-controllers for engine control units (ECU), a variety of advanced control schemes has been introduced to automotive industry. This research work, firstly, investigated neural network based feed-forward control method to improve the performance of fuel injector. In addition, based on the air/fuel ratio model developed, a nonlinear model predictive control scheme is implemented successfully, and the control performance and robustness are evaluated by introducing system uncertainties.
Read online Advanced Neural Network Based Control for Automotive Engines Buy Advanced Neural Network Based Control for Automotive Engines Download and read Advanced Neural Network Based Control for Automotive Engines ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook Advanced Neural Network Based Control for Automotive Engines ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent