Detection of degradation or an anomalous state across heterogenous internet-of-things devices using synthesized sensors
AssigneeIntel Corporation
InventorsHoang Tran Van, Neethu Elizabeth Simon
Life of this patent
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Abstract
Systems, apparatuses, and methods include technology that generates synthesized sensors that synthesize operations of a first plurality of sensors using independent variables, such as sensors, as first inputs, where the first plurality of sensors is to sense conditions of operations of a system as the system executes a process based on a first input, and further where the conditions are stored as a first output. The technology generates a second output based on the synthesized sensors and the first input and detects whether one or more of a degradation and an anomalous state exists based on a comparison of the first output to the second output.
Claims21
A computing system comprising:
- a network controller to communicate with a device having a first plurality of sensors that senses conditions of operations of a system as the system executes a process based on a first input, wherein the sensed conditions are stored as a first output;
- a processor coupled to the network controller;
- and
- a memory coupled to the processor, the memory including a set of executable program instructions, which when executed by the processor, cause the computing system to:
- generate synthesized sensors that synthesize operations of the first plurality of sensors,
- generate a second output based on the synthesized sensors and the first input, detect whether one or more of a degradation and an anomalous state exists based on a comparison of the first output to the second output,
- generate composite functions that are applicable to different pluralities of sensors,
- adjust coefficients of the composite functions to model mutual interactions between the first plurality of sensors, and
- set the synthesized sensors as the adjusted composite functions.
A semiconductor apparatus comprising:
- one or more substrates;
- and
- logic coupled to the one or more substrates, wherein the logic is implemented in one or more of configurable logic or fixed-functionality logic hardware, the logic coupled to the one or more substrates to:
- generate synthesized sensors that synthesize operations of a first plurality of sensors, wherein the first plurality of sensors are to sense conditions of operations of a system as the system executes a process based on a first input, and wherein the sensed conditions are stored as a first output;
- generate a second output based on the synthesized sensors and the first input;
- detect whether one or more of a degradation and an anomalous state exists based on a comparison of the first output to the second output;
- generate composite functions that are applicable to different pluralities of sensors;
- adjust coefficients of the composite functions to model mutual interactions between the first plurality of sensors;
- and
- set the synthesized sensors as the adjusted composite functions.
At least one non-transitory computer readable storage medium comprising a set of executable program instructions, which when executed by a computing system, cause the computing system to:
- generate synthesized sensors that synthesize operations of a first plurality of sensors, wherein the first plurality of sensors is to sense conditions of operations of a system as the system executes a process based on a first input, wherein the sensed conditions are stored as a first output;
- generate a second output based on the synthesized sensors and the first input;
- detect whether one or more of a degradation and an anomalous state exists based on a comparison of the first output to the second output;
- generate composite functions that are applicable to different pluralities of sensors;
- adjust coefficients of the composite functions to model mutual interactions between the first plurality of sensors;
- and
- set the synthesized sensors as the adjusted composite functions.
A method comprising:
- generating synthesized sensors that synthesize operations of a first plurality of sensors, wherein the first plurality of sensors sense conditions of operations of a system as the system executes a process based on a first input, wherein the sensed conditions are stored as a first output;
- generating a second output based on the synthesized sensors and the first input;
- detecting whether one or more of a degradation and an anomalous state exists based on a comparison of the first output to the second output;
- generating composite functions that are applicable to different pluralities of sensors;
- adjusting coefficients of the composite functions to model mutual interactions between the first plurality of sensors;
- and
- setting the synthesized sensors as the adjusted composite functions.
Dependencies are inferred from the claim text.