The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 25, 2019
Filed:
Dec. 31, 2015
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Markus R. Ettl, Ossining, NY (US);
Young M. Lee, Old Westbury, NY (US);
Hongxia Yang, Pleasantville, NY (US);
Rui Zhang, Ossining, NY (US);
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
F24F 11/30 (2018.01); F24F 11/62 (2018.01); G05B 13/04 (2006.01); G05B 15/02 (2006.01); G06F 17/50 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); F24F 11/30 (2018.01); F24F 11/62 (2018.01); G05B 13/04 (2013.01); G05B 15/02 (2013.01); G06F 17/5009 (2013.01); G05B 2219/2642 (2013.01);
Abstract
An algebra and differential equations model of a physical system is constructed based on available training data and physical system characteristics. A hybrid calibration process is carried out to iteratively calibrate both time-insensitive and time-sensitive parameters of the algebra and differential equations model so as to obtain parameter vectors. Vector auto-regression is applied to the parameter vectors to predict values of the parameters for a future time period.