公开(公告)号：US11922359B2

公开(公告)日：2024-03-05

申请号：US16397554

申请日：2019-04-29

Applicant: ABB Schweiz AG

Inventor： Alok Kucheria ,  Karl Eric Harper

IPC: G06Q10/06 ,  G06N20/00 ,  G06Q10/067

CPC classification number: G06Q10/067 ,  G06N20/00

Abstract: A system and method for securely training a model comprises including the algorithms of the model into a training module, and communicating the training module from a vendor computer system to a customer computer system. The training module is operated on the customer's computer system using the data from the customer, and a trained training module is achieved after operating the training module on the customer's computer system. The trained training module is used to initialize at least one additional module, which is communicated from the customer's computer system to the vendor's computer system, is used to score observations.

公开(公告)号：US20220014146A1

公开(公告)日：2022-01-13

申请号：US16923339

申请日：2020-07-08

Applicant: ABB Schweiz AG

Inventor： Karen J. Smiley ,  Alok Kucheria ,  Melwin Jose ,  Xiao Qu

IPC: H02S50/10 ,  G06F16/2458 ,  G06N20/00 ,  G06N5/04

Abstract: A method and system are provided for cost effectively and efficiently maintaining equipment in a solar station. In the method and system, data is acquired from different sources. The data sets are aligned with each other using time-stamps and location-stamps provided with each data set. The aligned data sets are then compared to identify conditions of the equipment in need of repair.

公开(公告)号：US20200342370A1

公开(公告)日：2020-10-29

申请号：US16397554

申请日：2019-04-29

Applicant: ABB Schweiz AG

Inventor： Alok Kucheria ,  Karl Eric Harper

IPC: G06Q10/06 ,  G06N20/00

Abstract: A system and method for securely training a model comprises including the algorithms of the model into a training module, and communicating the training module from a vendor computer system to a customer computer system. The training module is operated on the customer's computer system using the data from the customer, and a trained training module is achieved after operating the training module on the customer's computer system. The trained training module is used to initialize at least one additional module, which is communicated from the customer's computer system to the vendor's computer system, is used to score observations.