Computer system and method for building and deploying models predicting plant asset failure

A Rao, H Zhao, PAC Castillo, MJ Bruwer… - US Patent …, 2022 - Google Patents
A system that provides an improved approach for detecting and predicting failures in a plant
or equipment process. The approach may facilitate failure-model building and deployment …

Random forest model for prediction of chip layout attributes

B Baidya, JA Swanson, K Sastry, PN Atkar… - US Patent …, 2021 - Google Patents
An improved random forest model is provided, which has been trained based on silicon data
generated from tests of previously fabricated chips. An input is provided to the random forest …

Multi-phase cloud service node error prediction

Q Lin, SUI Kaixin, Y Xu - US Patent App. 17/056,744, 2021 - Google Patents
Abstract Systems and techniques for multi-phase cloud service node error prediction are
described herein. A set of spatial metrics and a set of temporal metrics may be obtained for …

System and method for forecasting industrial machine failures

DLBEN LULU, N DROMI - US Patent 11,442,444, 2022 - Google Patents
A system and method for forecasting failures in industrial machines, including: receiving raw
sensory inputs collected from at least one machine; generating a plurality of data features …

Characterizing and monitoring electrical components of manufacturing equipment

DJ Paul - US Patent 11,513,504, 2022 - Google Patents
(57) ABSTRACT A method includes receiving, from one or more sensors associated with
manufacturing equipment, current trace data associated with producing, by the …

Systems and methods for process chamber health monitoring and diagnostics using virtual model

D Cantwell - US Patent App. 17/192,355, 2022 - Google Patents
A method includes obtaining, by a processor, a plurality of sensor values associated with a
deposition process performed, according to a recipe, in a process chamber to deposit film on …

Feature engineering pipeline generation for machine learning using decoupled dataset analysis and interpretation

LLE Rouesnel - US Patent 11,593,705, 2023 - Google Patents
the sets of data facts can be combined into sets of data statements and utilized by multiple
interpretation engines to, according to different processing strategies, generate different …

Machine learning on overlay management

TC Lin, CR Wang, K Zuo, LEE Ming-Tan… - US Patent App. 17 …, 2022 - Google Patents
The current disclosure describes techniques for managing vertical alignment or overlay in
semiconductor manufacturing using machine learning. Alignments of interconnection …

Optimizing execution of multiple machine learning models over a single edge device

J Acharya, H Omiya, Y Otsuka, I Kobayashi… - US Patent App. 17 …, 2023 - Google Patents
US20230236589A1 - Optimizing execution of multiple machine learning models over a single
edge device - Google Patents US20230236589A1 - Optimizing execution of multiple machine …

Test system for data storage system performance testing

A Savir, S Katz, MT Opachevsky, D Shapira… - US Patent …, 2023 - Google Patents
2021-08-18 Assigned to EMC IP Holding Company LLC reassignment EMC IP Holding
Company LLC ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR …