Distributed industrial performance monitoring and analytics
US-2017102696-A1 · Apr 13, 2017 · US
US11775587B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11775587-B2 |
| Application number | US-202217747474-A |
| Country | US |
| Kind code | B2 |
| Filing date | May 18, 2022 |
| Priority date | Sep 20, 2019 |
| Publication date | Oct 3, 2023 |
| Grant date | Oct 3, 2023 |
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To provide search capabilities in a process control system, a contextual knowledge repository is generated that organizes process plant-related data according to semantic relations between the process plant-related data and the process plant entities. When a user submits a process plant search query related to process plant entities within a process plant, search results are obtained by identifying a data set from the contextual knowledge repository which is responsive to the process plant search query. The search results are then presented on a user interface device based on the identified data set. To allow for searches to be performed by user interface devices external to the process plant, a data diode is disposed between a field-facing component and an edge-facing component of the process plant so that data flows from the field-facing component to the edge-facing component without flowing from the edge-facing component to the field-facing component.
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What is claimed: 1. A method for providing search results in response to a contextual process plant search query, the method comprising: generating, by a computing device, a duplicate of process plant-related data included in a field-facing component of a process plant, wherein the field-facing component interacts directly with data generated within the process plant, so that user interface devices that do not have authorized access to communicate with the process plant are able to obtain at least a subset of the duplicate process-plant related data generated by the computing device which does not directly interact with the process plant-related data generated within the process plant; organizing, by the computing device, the duplicate process plant-related data that describes attributes of process plant entities in a knowledge repository according to semantic relations between the process plant-related data and the process plant entities; receiving, at the computing device, a contextual process plant search query in a natural language format from a user related to a process plant entity within the process plant and one or more process plant entities having a relationship with the process plant entity; obtaining, by the computing device, a data set responsive to the contextual process plant search query from the knowledge repository; and providing, by the computing device, a set of search results to a user interface device of the user based on the obtained data set responsive to the contextual process plant search query, wherein the user interface device does not have authorized access to directly communicate with the process plant, thereby allowing the user interface device which does not have authorized access to directly communicate with the process plant to receive the duplicate process plant-related data representing activity in the process plant in a highly secure manner without impacting performance of the process plant. 2. The method of claim 1 , further comprising: identifying, by the computing device, context for the contextual process plant search query using the knowledge repository based on relationships between the process plant-related data, the process plant entity related to the contextual process plant search query, and the one or more related process plant entities. 3. The method of claim 1 , wherein context of the contextual process plant query includes the relationship between the process plant entity and the one or more related process plant entities, an organizational role of the user, a location of the user, a time of the process plant search query, or previous process plant search queries from the user. 4. The method of claim 1 , wherein the set of search results include process parameters responsive to the contextual process plant search query ranked in order of importance. 5. The method of claim 1 , wherein the set of search results include a graph or chart representing process parameter values over time responsive to the contextual process plant search query. 6. The method of claim 1 , further comprising: analyzing one or more terms within the contextual process plant search query to identify a subject of the contextual process plant search query; obtaining the data set from the knowledge repository including process plant-related data corresponding to the subject of the contextual process plant query; analyzing one or more remaining terms within the contextual process plant search query to identify one or more filters for filtering the data set; filtering the data set according to the one or more filters; and providing the set of search results to the user according to the filtered data set. 7. The method of claim 6 , further comprising: ranking the set of search results based on (i) context for the contextual process plant search query or (ii) an amount in which each search result corresponds to the one or more remaining terms within the contextual process plant search query; and providing the ranked set of search results to the user. 8. The method of claim 6 , wherein analyzing one or more terms within the process plant search query to identify a subject of the contextual process plant search query includes: obtaining a plurality of candidate process plant search query subjects; analyzing the contextual process plant search query to identify a likelihood that each of the plurality of candidate process plant search query subjects corresponds to the contextual process plant search query; and identifying the subject as the candidate process plant search query subject of the plurality of candidate process plant search query subjects having a highest likelihood of corresponding to the contextual process plant search query. 9. The method of claim 8 , further comprising: identifying the one or more terms within the contextual process plant search query associated with the identified subject; and analyzing the one or more remaining terms within the contextual process plant search query to identify one or more filters for filtering the data set. 10. The method of claim 1 , wherein process plant-related data that describes attributes of the process plant entities includes at least one of: configuration data, run-time data, environmental data, maintenance data, analysis data, or diagnostic data. 11. A computing device for providing search results in response to a contextual process plant search query comprising: one or more processors; a communication unit; and one or more non-transitory computer-readable media coupled to the one or more processors and to the communication unit, the one or more non-transitory computer-readable media storing instructions thereon that, when executed by the one or more processors, cause the computing device to: generate a duplicate of process plant-related data included in a field-facing component of a process plant, wherein the field-facing component interacts directly with data generated within the process plant, so that user interface devices that do not have authorized access to communicate with the process plant are able to obtain at least a subset of the duplicate process-plant related data generated by the computing device which does not directly interact with the process plant-related data generated within the process plant; organize the duplicate process plant-related data that describes attributes of process plant entities in a knowledge repository according to semantic relations between the process plant-related data and the process plant entities; receive a contextual process plant search query in a natural language format from a user related to a process plant entity within the process plant and one or more process plant entities having a relationship with the process plant entity; obtain a data set responsive to the process plant search query from the knowledge repository; and provide, via the communication unit, a set of search results to a user interface device of the user based on the obtained data set responsive to the contextual process plant search query, wherein the user interface device does not have authorized access to directly communicate with the process plant, thereby allowing the user interface device which does not have authorized access to directly communicate with the process plant to receive the duplicate process plant-related data representing activity in the process plant in a highly secure manner without impacting performance of the process plant. 12. The computing device of claim 11 , wherein the instructions further cause the computing device to: identify context for the contextual process plant search query using the knowledge repository based on relationships b
by searching ordered data, e.g. alpha-numerically ordered data · CPC title
using metadata automatically derived from the content · CPC title
using geographical or spatial information, e.g. location (spatiotemporally dependent retrieval from the web G06F16/9537) · CPC title
Filtering based on additional data, e.g. user or group profiles · CPC title
Presentation of query results · CPC title
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