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:
Mar. 11, 2025
Filed:
Aug. 12, 2019
Micron Technology, Inc., Boise, ID (US);
Poorna Kale, Folsom, CA (US);
Robert Richard Noel Bielby, Placerville, CA (US);
Micron Technology, Inc., Boise, ID (US);
Abstract
Systems, methods and apparatus of predictive maintenance of automotive lights. For example, a vehicle has: a vehicle light assembly; sensors configured on the vehicle to measure operating parameters of the vehicle light assembly; an artificial neural network configured to analyze the operating parameters of the vehicle light assembly as a function of time to generate a result; and at least one processor configured to generate a suggestion for a maintenance service of the vehicle light assembly based on the result from the artificial neural network analyzing the operating parameters of the vehicle light assembly. For example, the sensors can be configured to measure ambient light intensity, light intensity reflected by a surface illuminated by the light, current and/or voltage in the light, and/or light intensity at a location illuminated by both environment and the light.