Patent ID: 11868684
Assignee: SWISS REINSURANCE COMPANY LTD.
Field: IT methods for management (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A digital device comprising:
circuitry configured to select object elements stored in a storage of the digital device, and assemble the selected object elements;
a plurality of sensors configured to measure at least one parameter of structural parameter, operational parameter, and environmental status parameter, the at least one parameter being associated with a physical object represented by the assembled object elements, wherein the assembled object elements include data structure representing states of subsystems of the physical object, and the data structure holds a value of the at least one parameter; and
the circuitry further configured to:
generate the data structure based on simulated effects of the at least one parameter on the physical object,
analyze the physical object based on the generated data structure for a future time period,
predict, based on analysis, an estimated probability of an occurrence of a predefined physical event with a certain strength or physical characteristic physically impacting the physical object by associated losses or predicting, based on the analysis, the probability of the occurrence of a predefined state to the physical object in the future time period, wherein a physically measurable probability for the occurrence of the predefined physical event is established based on the measured at least one parameter and based on frequency and severity of historical measuring data of the predefined physical event by a predicting machine learning module using measured historical timeseries data, and
trigger an adjustment of a subsystem of the physical object via an electronic signal transfer to optimize a status of the physical object based on the estimated probability of the occurrence of the predefined physical event or the probability of the occurrence of the predefined state to the physical object and the physically measurable probability.