INTERNATIONAL PATENT: CATERPILLAR INC. FILES APPLICATION FOR "EQUIPMENT FAILURE IDENTIFICATION AND PREDICTION OF REMAINING USEFUL LIFE USING MACHINE LEARNING"

GENEVA, Dec. 10 -- CATERPILLAR INC. (100 NE Adams StreetPeoria, Illinois 61629-6450) filed a patent application (PCT/US2025/028657) for "EQUIPMENT FAILURE IDENTIFICATION AND PREDICTION OF REMAINING USEFUL LIFE USING MACHINE LEARNING" on May 09, 2025. With publication no. WO/2025/250340, the details related to the patent application was published on Dec 04, 2025.

Notably, the patent application was submitted under the International Patent Classification (IPC) system, which is managed by the World Intellectual Property Organization (WIPO).

Inventor(s): REAUME, Daniel J. (400 N. Church St., #41CCharlotte, North Carolina 28202)

Abstract: Techniques are disclosed herein for machine-learning (ML)-assisted event prediction for industrial machin...