Zobrazeno 1 - 10
of 22
pro vyhledávání: '"Kenneth Butts"'
Publikováno v:
IEEE Transactions on Neural Networks and Learning Systems. 28:231-243
A giant leap has been made in the past couple of decades with the introduction of kernel-based learning as a mainstay for designing effective nonlinear computational learning algorithms. In view of the geometric interpretation of conditional expectat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ff920dd6d6e4c7091ea2ee037e0e2590
https://doi.org/10.1109/tnnls.2015.2513902
https://doi.org/10.1109/tnnls.2015.2513902
Publikováno v:
SAE Technical Paper Series.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2ff5e6c2c68b9471eace4384c1a08c3d
https://doi.org/10.4271/2017-01-0601
https://doi.org/10.4271/2017-01-0601
Publikováno v:
IEEE Transactions on Cybernetics. 44:712-724
Support vector regression for approximating nonlinear dynamic systems is more delicate than the approximation of indicator functions in support vector classification, particularly for systems that involve multitudes of time scales in their sampled da
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bfc7763cff86355770fd06d180cbc322
https://doi.org/10.1109/tcyb.2013.2279834
https://doi.org/10.1109/tcyb.2013.2279834
Publikováno v:
IFAC Proceedings Volumes. 46:177-182
The paper presents the results of a rate-based model predictive controller development for diesel engine air path control. The objective is to regulate the intake manifold pressure and EGR rate estimate to the specified set-points by coordinated cont
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0499da9266abdb21b0740604036e9ae4
https://doi.org/10.3182/20130904-4-jp-2042.00094
https://doi.org/10.3182/20130904-4-jp-2042.00094
Publikováno v:
ACC
In this paper, balanced truncation based on empirical gramians is explored for nonlinear model order reduction of a diesel airpath (DAP) model to facilitate effective nonlinear model predictive control (NMPC) design and implementation. Several issues
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0cec86df08185a645a2eea60282a5e95
https://doi.org/10.1109/acc.2016.7526159
https://doi.org/10.1109/acc.2016.7526159
Publikováno v:
IEEE Transactions on Automation Science and Engineering. 8:846-854
As an emerging non-parametric modeling technique, the methodology of support vector regression blazed a new trail in identifying complex nonlinear systems with superior generalization capability and sparsity. Nevertheless, the conventional quadratic
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6df8d4583013c5a91fe55f7af7e8d619
https://doi.org/10.1109/tase.2011.2140105
https://doi.org/10.1109/tase.2011.2140105
Publikováno v:
IEEE Transactions on Control Systems Technology. 19:772-781
This paper addresses the challenge of controlling an overactuated engine thermal management system where two actuators, with different dynamic authorities and saturation limits, are used to obtain tight temperature regulation. A modular control strat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5f0192527c9f934be66de4945c953f7e
https://doi.org/10.1109/tcst.2010.2053370
https://doi.org/10.1109/tcst.2010.2053370
Publikováno v:
IEEE Transactions on Control Systems Technology. 17:540-551
Effective engine mapping and calibration are contingent upon tight control of the environment in which the mapping and calibration are performed. Among the most important variables to be controlled are the temperatures of coolant and oil that circula
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::459808114ef9688ad5f1b7de03b3a6cf
https://doi.org/10.1109/tcst.2008.2001267
https://doi.org/10.1109/tcst.2008.2001267
Publikováno v:
Mathematics and Computers in Simulation. 79:2051-2063
Wavelet theory has a profound impact on signal processing as it offers a rigorous mathematical framework to the treatment of multiresolution problems. The combination of soft computing and wavelet theory has led to a number of new techniques. On the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9b0f27870fe78c09dd28c4fc5dcd883d
https://doi.org/10.1016/j.matcom.2008.10.011
https://doi.org/10.1016/j.matcom.2008.10.011
Autor:
Kenneth Butts, Akira Ohata
Publikováno v:
IFAC Proceedings Volumes. 41:1062-1065
A Model-Based Development (MBD) Framework is proposed in this brief-paper. The paper motivates the need for integrating automotive control system development activities and describes engineering roles in such an environment. It also outlines the feat
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::be8c4b9a4981b2997eacfb6e354e5474
https://doi.org/10.3182/20080706-5-kr-1001.00182
https://doi.org/10.3182/20080706-5-kr-1001.00182