INTELLIGENT WORKFLOW ADVISOR FOR PART DESIGN, SIMULATION AND MANUFACTURE
Methods for automatic creation of workflows for design or simulation of a product to be manufactured and corresponding systems and computer-readable mediums. A method includes tracking a current workflow, by a data processing system, to produce current workflow data. The method includes converting the current workflow data into current workflow knowledge. The method includes predicting next actions for the current workflow, based on the current workflow knowledge and a contextual knowledge graph, to produce an automatically created workflow. The method includes implementing the automatically created workflow.
1 . A process, comprising:
tracking a current workflow, by a data processing system, to produce current workflow data;
converting the current workflow data, by the data processing system, into current workflow knowledge;
predicting next actions for the current workflow, by the data processing system, based on the current workflow knowledge and a contextual knowledge graph to produce an automatically created workflow; and
implementing the automatically created workflow by the data processing system.
2 . The process of claim 1 , wherein the current workflow includes a series of actions to be performed in the design process of a part to be manufactured.
3 . The process of claim 1 , wherein the current workflow includes a series of actions to be performed in the manufacturing planning of a part to be manufactured.
4 . The process of claim 1 , wherein the current workflow includes a series of actions to be performed in the simulation setup of a part to be manufactured.
5 . The process of claim 1 , further comprising:
receiving past workflow data by the data processing system;
converting the past workflow data, by the data processing system, into workflow knowledge; and
storing the workflow knowledge in the contextual knowledge graph.
6 . The process of claim 5 , wherein converting the past workflow data includes contextualizing actions in the past workflow data with other associative actions in the past workflow data and adding parametric information associated with each action in the past workflow data.
7 . The process of claim 1 , wherein the past workflow data includes one or more of a log file, a feature tree, CAD data, interaction capture, a requirement, and a configurations.
8 . The process of claim 1 , wherein the past workflow data includes a series of actions that were performed in the design of a previous part to be manufactured.
9 . The process of claim 8 , wherein the past workflow data includes data needed to perform the series of actions that were performed in the design of the previous part to be manufactured, including one or more of requirements, configurations, log files, simulation and modelling data.
10 . The process of claim 1 , wherein the contextual knowledge graph is repeatedly modified to include different workflow knowledge.
11 . A data processing system, comprising:
a processor; and
an accessible memory, wherein the data processing system is configured to:
track a current workflow to produce current workflow data;
convert the current workflow data into current workflow knowledge;
predict next actions for the current workflow, based on the current workflow knowledge and a contextual knowledge graph to produce an automatically created workflow; and
implement the automatically created workflow.
12 . The data processing system of claim 11 , wherein the current workflow includes a series of actions to be performed in the design process of a part to be manufactured.
13 . The data processing system of claim 11 , wherein the current workflow includes a series of actions to be performed in the manufacturing planning of a part to be manufactured.
14 . The data processing system of claim 11 , wherein the current workflow includes a series of actions to be performed in the simulation setup of a part to be manufactured.
15 . The data processing system of claim 11 , wherein the processor is further configured to:
receive past workflow data;
convert the past workflow data into workflow knowledge; and
store the workflow knowledge in the contextual knowledge graph.
16 . The data processing system of claim 15 , wherein converting the past workflow data includes contextualizing actions in the past workflow data with other associative actions in the past workflow data and adding parametric information associated with each action in the past workflow data.
17 . The data processing system of claim 11 , wherein the past workflow data includes one or more of a log file, a feature tree, CAD data, interaction capture, a requirement, and a configurations.
18 . The data processing system of claim 11 , wherein the past workflow data includes a series of actions that were performed in the design of a previous part to be manufactured.
19 . The data processing system of claim 18 , wherein the past workflow data includes data needed to perform the series of actions that were performed in the design of the previous part to be manufactured, including one or more of requirements, configurations, log files, simulation and modelling data.
20 . A non-transitory computer-readable medium storing executable instructions that, when executed, cause a data processing system to:
track a current workflow to produce current workflow data;
convert the current workflow data into current workflow knowledge;
predict next actions for the current workflow, based on the current workflow knowledge and a contextual knowledge graph to produce an automatically created workflow; and
implement the automatically created workflow.