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：US20210295215A1

公开(公告)日：2021-09-23

申请号：US16822293

申请日：2020-03-18

Applicant: ABB Schweiz AG

Inventor： Mithun P. Acharya ,  Jeffrey Harding ,  Karl Eric Harper ,  Aldo Dagnino

IPC: G06N20/20 ,  G06Q50/04

Abstract: Technologies for decentralized fleet analytics are disclosed. In at least one embodiment, a local cloud service at a plant site builds a first machine learning model of one or more first streams of data associated with the plant site. The local cloud service sends the first machine learning model to a cloud service connected to the plant site and other plant sites. The local cloud service receives a second machine learning model from the cloud service. The second machine learning model is trained as a function of the first machine learning model and one or more machine learning models built by the other plant sites. The local cloud service updates the first machine learning model based on the second machine learning model.

公开(公告)号：US10591970B2

公开(公告)日：2020-03-17

申请号：US15594751

申请日：2017-05-15

Applicant: ABB Schweiz AG

Inventor： Karl Eric Harper ,  Karen J. Smiley ,  Steven W. Hudnut

IPC: G06F11/00 ,  G06F1/3209 ,  G05B13/02 ,  G06F1/28 ,  G06F8/65 ,  H02J13/00 ,  G06N20/00 ,  G06N3/08 ,  G06N3/02

Abstract: An industrial asset management system includes a data acquisition system configured to receive asset data associated with at least one industrial asset and to modify the data acquisition system to enable the continued receipt of asset data associated with the at least one industrial asset in response to a detection of an internal change at the data acquisition system by the data acquisition system and a data processing system communicatively coupled to the data acquisition system and configured to process the asset data received from the data acquisition system and to modify the data processing system for the continued processing of the asset data in response to a detection by the data processing system of an internal change at the data processing system or the data acquisition system.

公开(公告)号：US11206318B2

公开(公告)日：2021-12-21

申请号：US16384991

申请日：2019-04-16

Applicant: ABB Schweiz AG

Inventor： Karl Eric Harper ,  Divyasheel Sharma

IPC: G06F15/173 ,  H04L29/06 ,  H04L12/46

Abstract: Illustrative embodiments of systems and methods for providing interoperability between multiple data providers and/or customers are disclosed. In some embodiments, a method may include receiving, by a first server, a second gateway associated with a second server, wherein the second gateway is configured to translate data into a second protocol associated with the second server; deploying, by the first server, the second gateway on the first server; receiving, by the first server, a first request for first data from the second server; transferring, by the first server in response to receiving the first request, the first data into the second gateway; and translating, by the second gateway, the first data into the second protocol.

公开(公告)号：US20210037045A1

公开(公告)日：2021-02-04

申请号：US16527874

申请日：2019-07-31

Applicant: ABB Schweiz AG

Inventor： Karl Eric Harper

IPC: H04L29/06

Abstract: Cyber security for a communications network can be enhanced with benchmarking, logging, and monitoring message transfer latencies between nodes to detect any changes in equipment or configuration due to unauthorized surveillance. In addition, the transfer of the messages between nodes is provided with cyber attack mitigation measures to be able to maintain operations even if encryption is compromised.

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.

公开(公告)号：US20200336570A1

公开(公告)日：2020-10-22

申请号：US16384991

申请日：2019-04-16

Applicant: ABB Schweiz AG

Inventor： Karl Eric Harper ,  Divyasheel Sharma

IPC: H04L29/06 ,  H04L12/46

Abstract: Illustrative embodiments of systems and methods for providing interoperability between multiple data providers and/or customers are disclosed. In some embodiments, a method may include receiving, by a first server, a second gateway associated with a second server, wherein the second gateway is configured to translate data into a second protocol associated with the second server; deploying, by the first server, the second gateway on the first server; receiving, by the first server, a first request for first data from the second server; transferring, by the first server in response to receiving the first request, the first data into the second gateway; and translating, by the second gateway, the first data into the second protocol.