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公开(公告)号：US20200026632A1
公开(公告)日：2020-01-23
申请号：US16039227
申请日：2018-07-18
Applicant: SAP SE
Inventor： Lukas Brinkmann , Janick Frasch , Jan Patrick Klein , Axel Kuhle , Markus Seidl , Benjamin Fischer
Abstract: In some implementations, there is provided a method, which includes receiving, at a recommendation system, a failure notice representing a failure detected by a sensor monitoring an object; comparing, by the recommendation system, the failure notice to a plurality of reference failure notices to identify at least one matching failure notice, the comparing based on a domain-by-domain scoring between the failure notice and the plurality of reference failure notices; and generating, by the recommendation system, a message including a suggested solution including at least one task to remedy the failure, the suggested solution obtained from the at least one matching failure notice. Related systems, methods, and articles of manufacture are also disclosed.
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公开(公告)号：US20200021657A1
公开(公告)日：2020-01-16
申请号：US16034261
申请日：2018-07-12
Applicant: SAP SE
Inventor： Lukas Brinkmann , Janick Frasch , Robert Meusel , Jan Patrick Klein , Axel Kuhle
Abstract: In some implementations, there is provided a method, which includes transforming, by the recommendation system, a first data set into the principal component analysis domain; rotating, by the recommendation system, the transformed first data first data set into a common axis system; comparing, by the recommendation system, the rotated, transformed first data set to at least one of a plurality of reference data sets having been rotated into the common axis system; and identifying, by the recommendation system, at least one reference data set, the identifying based on the comparing. Related systems, methods, and articles of manufacture are also disclosed.
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公开(公告)号：US11102301B2
公开(公告)日：2021-08-24
申请号：US16034261
申请日：2018-07-12
Applicant: SAP SE
Inventor： Lukas Brinkmann , Janick Frasch , Robert Meusel , Jan Patrick Klein , Axel Kuhle
Abstract: In some implementations, there is provided a method, which includes transforming, by the recommendation system, a first data set into the principal component analysis domain; rotating, by the recommendation system, the transformed first data first data set into a common axis system; comparing, by the recommendation system, the rotated, transformed first data set to at least one of a plurality of reference data sets having been rotated into the common axis system; and identifying, by the recommendation system, at least one reference data set, the identifying based on the comparing. Related systems, methods, and articles of manufacture are also disclosed.
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公开(公告)号：US10740206B2
公开(公告)日：2020-08-11
申请号：US16039227
申请日：2018-07-18
Applicant: SAP SE
Inventor： Lukas Brinkmann , Janick Frasch , Jan Patrick Klein , Axel Kuhle , Markus Seidl , Benjamin Fischer
Abstract: In some implementations, there is provided a method, which includes receiving, at a recommendation system, a failure notice representing a failure detected by a sensor monitoring an object; comparing, by the recommendation system, the failure notice to a plurality of reference failure notices to identify at least one matching failure notice, the comparing based on a domain-by-domain scoring between the failure notice and the plurality of reference failure notices; and generating, by the recommendation system, a message including a suggested solution including at least one task to remedy the failure, the suggested solution obtained from the at least one matching failure notice. Related systems, methods, and articles of manufacture are also disclosed.
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