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Advanced Neural Network based Control for Automotive Engines: with Feed-forward Scheme and Model Predictive Control - Yujia Zhai, Dingli Yu
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Yujia Zhai, Dingli Yu:
Advanced Neural Network based Control for Automotive Engines: with Feed-forward Scheme and Model Predictive Control - Livres de poche

ISBN: 384733185X

Paperback, [EAN: 9783847331858], LAP LAMBERT Academic Publishing, LAP LAMBERT Academic Publishing, Book, [PU: LAP LAMBERT Academic Publishing], LAP LAMBERT Academic Publishing, 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., 14631, Technology, 75, Science & Math, 1000, Subjects, 283155, Books

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Advanced Neural Network based Control for Automotive Engines: with Feed-forward Scheme and Model Predictive Control - Yujia Zhai, Dingli Yu
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Yujia Zhai, Dingli Yu:
Advanced Neural Network based Control for Automotive Engines: with Feed-forward Scheme and Model Predictive Control - Livres de poche

ISBN: 384733185X

Paperback, [EAN: 9783847331858], LAP LAMBERT Academic Publishing, LAP LAMBERT Academic Publishing, Book, [PU: LAP LAMBERT Academic Publishing], LAP LAMBERT Academic Publishing, 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., 14631, Technology, 75, Science & Math, 1000, Subjects, 283155, Books

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Advanced Neural Network based Control for Automotive Engines - Yujia Zhai
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Yujia Zhai:
Advanced Neural Network based Control for Automotive Engines - Livres de poche

2012, ISBN: 384733185X

ID: 10409442950

[EAN: 9783847331858], Neubuch, [PU: LAP Lambert Academic Publishing Jan 2012], This item is printed on demand - Print on Demand Titel. Neuware - 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. 180 pp. Englisch

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Advanced Neural Network based Control for Automotive Engines - Yujia Zhai
Livre non disponible
(*)
Yujia Zhai:
Advanced Neural Network based Control for Automotive Engines - Livres de poche

2012, ISBN: 384733185X

ID: 10409442950

[EAN: 9783847331858], Neubuch, [PU: Lap Lambert Academic Publishing Jan 2012], This item is printed on demand - Print on Demand Titel. - 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. 180 pp. Englisch

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Advanced Neural Network based Control for Automotive Engines: with Feed-forward Scheme and Model Predictive Control - Yujia Zhai, Dingli Yu
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Yujia Zhai, Dingli Yu:
Advanced Neural Network based Control for Automotive Engines: with Feed-forward Scheme and Model Predictive Control - Livres de poche

ISBN: 9783847331858

ID: 615394877

LAP LAMBERT Academic Publishing. Paperback. New. Buy with confidence. Excellent Customer Service & Return policy. Ships Fast. Expedite Shipping Available., LAP LAMBERT Academic Publishing

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