公开(公告)号：US20230214671A1

公开(公告)日：2023-07-06

申请号：US17731659

申请日：2022-04-28

申请人： Schneider Electric Systems USA, Inc.

发明人： Dinesh Gondhi ,  Bhaskar Sinha ,  Ashish Bhaskarrao Patil ,  Niranjana Mahendran ,  Kalyana Srinivas Namburu ,  Vinod Krushna Gavande

IPC分类号： G06N5/02

CPC分类号： G06N5/022

摘要： A method of automating engineering design is provided. The method includes receiving a training set including pairings of control loop data for respective control loops identified in digitized design data and templates that were instantiated using the control loop data of the respective control loops and training, using machine learning, a knowledge base, based on the training set. The knowledge base, once trained, is configured to be queried with digitized new control loop data, predict a template to pair with the digitized new control loop data, and the predicted template, and the predicted template is configured to be instantiated with the new control loop data for implementation of a control loop in an engineering system.

公开(公告)号：US20230213921A1

公开(公告)日：2023-07-06

申请号：US17731561

申请日：2022-04-28

申请人： Schneider Electric Systems USA, Inc.

发明人： Dinesh Gondhi ,  Bhaskar Sinha ,  Ashish Bhaskarrao Patil ,  Niranjana Mahendran ,  Kalyana Srinivas Namburu ,  Vinod Krushna Gavande

IPC分类号： G05B19/418 ,  G06N5/02

CPC分类号： G05B19/4188 ,  G05B19/4181 ,  G05B19/41835 ,  G06N5/022 ,  G05B2219/23353 ,  G05B2219/23376

摘要： In a method of automating engineering design a knowledge base (KB) is queried for a template to map with new control loop (CL) data of a new CL that was identified in new digitized design data for a new engineering project, the query including the new CL data. The KB is trained to map past CL data of past CLs identified in past digitized design data from past engineering projects to respective templates based on past instantiation of the respective templates with the past CLs by the past engineering projects. The method further includes receiving a selected template in response to the query, wherein the selected template is selected based on its mapping with past CL data that matches the new CL data, and providing configuration data, including an instantiation of the selected template with the new CL data, for implementation of the new CL in an engineering system.