Method and System for Anonymization and Negotiation for Predictive Maintenance
AssigneeABB Schweiz AG
InventorsSten Gruener, Marie Christin Platenius-Mohr, Anders Trosten
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Abstract
A method for anonymization and negotiation for predictive maintenance, the method comprising: aggregating, by an aggregation service module, runtime data and/or context data using an aggregation policy to generate aggregated data; anonymizing, by an anonymization module, the aggregated data using a user-definable internal anonymization policy to generate anonymized data; and sending, by a transmitting module, the anonymized data to a condition prediction service module.
Claims13
A method for anonymization and negotiation for predictive maintenance, the method comprising:
- aggregating, by use of an aggregation service module, runtime data and/or context data using an aggregation policy to generate aggregated data;
- anonymizing, by us of an anonymization module, the aggregated data using a user-definable internal anonymization policy to generate anonymized data;
- and
- sending, by use of a transmitting module, the anonymized data to a condition prediction service module.
A method for deanonymization and negotiation for predictive maintenance, the method comprising:
- receiving anonymized data from a transmitting module at a condition prediction service module;
- deanonymizing, by use of a deanonymization module, the anonymized data using a user-definable internal deanonymization policy to generate deanonymized data;
- and
- providing, by use of a quality estimation service module, prediction service based on the deanonymized data to generate prediction data.
A system for anonymization and negotiation for predictive maintenance the system comprising:
- an aggregation service module configured to aggregate runtime data and/or context data using an aggregation policy to generate aggregated data;
- an anonymization module configured to anonymize the aggregated data using a user-definable internal anonymization policy to generate anonymized data;
- and
- a transmitting module configured to send the anonymized data to a condition prediction service module.
A system for deanonymization and negotiation for predictive maintenance, the system comprising:
- a condition prediction service module configured to receive anonymized data from a transmitting module;
- a deanonymization module configured to deanonymize the anonymized data using a user-definable internal deanonymization policy to generate deanonymized data;
- and
- a quality estimation service module configured to provide a prediction service based on the deanonymized data to generate prediction data.
Dependencies are inferred from the claim text.