公开(公告)号：US11126167B2

公开(公告)日：2021-09-21

申请号：US16146116

申请日：2018-09-28

Applicant: ROCKWELL AUTOMATION TECHNOLOGIES, INC.

Inventor： Bijan SayyarRodsari ,  Alexander B. Smith ,  Kadir Liano ,  Wei Dai ,  Yash P. Puranik

IPC: G05B19/418 ,  G06F16/9032 ,  G06N20/00 ,  H04L9/12

Abstract: An industrial automation system may include an automation device and a control system. The control system may be communicatively coupled to the automation device and may include a first module that may receive a request for information regarding the automation device. The first module may then determine information related to the request for information based on one or more datasets locally available to the first module, alter the information based on a signal configured to obscure the information, and send encrypted information to a second module of the plurality of modules.

公开(公告)号：US20190102352A1

公开(公告)日：2019-04-04

申请号：US15720705

申请日：2017-09-29

Applicant: ROCKWELL AUTOMATION TECHNOLOGIES, INC.

Inventor： Bijan SayyarRodsari ,  Alexander B. Smith ,  Kadir Liano ,  Wei Dai ,  Yash P. Puranik

IPC: G06F17/11 ,  G06F17/30

Abstract: Modular analytics engines are provided for industrial automation applications. The engines may be instantiated on a data-driven basis, such as by receipt of a data structure comprising annotated data relating to a machine or process to be monitored and/or controlled. The modules may comprise, for example, modules for modeling the machine or process, classification modules, optimization modules, and control modules. Output of the modules may comprise data structures, and these may be used as inputs to the same type or different types of modules. Multiple of the modules may be instantiated at the same level in the machine or process, or at different levels, such as in a department, institution, factory, or enterprise.

公开(公告)号：US20190101902A1

公开(公告)日：2019-04-04

申请号：US15720714

申请日：2017-09-29

Applicant: Rockwell Automation Technologies, Inc.

Inventor： Bijan SayyarRodsari ,  Alexander B. Smith ,  Kadir Liano

IPC: G05B19/418 ,  G06N5/02 ,  G05B19/05 ,  G06F9/44 ,  G06N99/00

Abstract: A modular modeling engine is provided for industrial automation applications. The module may be instantiated upon demand, such as upon receipt of annotated data for a system or process being monitored and/or controlled. The model is agnostic insomuch as little or no prior knowledge is required of the system or process. Variables, functions, and their combinations are selected and the model is refined automatically. A data structure is received for instantiation of the model, and following modeling, a similar data structure is produced. The module may be used together with other modules for caning out complex automation processing at the same or multiple levels in an automation setting.