SYSTEM AND METHOD FOR ANALYZING OPERATION OF COMPONENT OF MACHINE
First Claim
1. A system for analyzing one or more operations associated with a component of a machine, the system comprising:
- a data warehouse for storing data associated with the machine, wherein the data is collected from the machine using a telematics system;
a data extraction module configured to;
extract the data from the data warehouse;
receive a customer input; and
generate an input parameter based on at least one of the extracted data and the received customer input;
a failure injection module configured to store information of one or more failures associated with the component of the machine; and
a machine model in communication with the data extraction module and the failure injection module, the machine model configured to derive an output parameter associated with the one or more operations of the component of the machine, based on at least one of the input parameter and the information of the one or more failures.
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Accused Products
Abstract
A system for analyzing one or more operations associated with a component of a machine is disclosed. The system includes a data warehouse for storing data associated with the machine. The system includes a data extraction module, which extracts the data from the data warehouse and receives a customer input. The data extraction module generates an input parameter based on the data from the data warehouse and the customer input. The system includes a failure injection module for storing information of the one or more failures associated with the component of the machine. The system also includes a machine model, which is in communication with the data extraction module and the failure injection module. The machine model derives an output parameter associated with the one or more operations of the component of the machine, based on the input parameter and the information of the one or more failures.
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Citations
20 Claims
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1. A system for analyzing one or more operations associated with a component of a machine, the system comprising:
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a data warehouse for storing data associated with the machine, wherein the data is collected from the machine using a telematics system; a data extraction module configured to; extract the data from the data warehouse; receive a customer input; and generate an input parameter based on at least one of the extracted data and the received customer input; a failure injection module configured to store information of one or more failures associated with the component of the machine; and a machine model in communication with the data extraction module and the failure injection module, the machine model configured to derive an output parameter associated with the one or more operations of the component of the machine, based on at least one of the input parameter and the information of the one or more failures. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A method of analyzing one or more operations associated with a component of a machine, the method comprising:
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extracting data associated with the machine from a data warehouse; identifying the one or more operations associated with the component based on at least one of a pattern recognition mechanism and a customer input; generating an input parameter corresponding to the one or more operations based on the data received from the data warehouse; receiving information of one or more failures associated with the component of the machine from a failure injection module and the input parameter corresponding to the one or more operations; and deriving an output parameter associated with the one or more operations based on at least one of the input parameter and the information of the one or more failures. - View Dependent Claims (10, 11, 12, 13, 14, 15, 16, 17)
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18. A computer program product embodied in a computer for analyzing one or more operations associated with a component of a machine, the computer program product configured to implement operations comprising:
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receiving data associated with the component of the machine; identifying the one or more operations associated with the component based on at least one of a pattern recognition mechanism and a customer input; generating an input parameter corresponding to the one or more operations based on the data received from the data warehouse; receiving information of the one or more failures associated with the component of the machine from a failure injection module and the input parameter corresponding to the one or more operations; and deriving an output parameter associated with the one or more operations based on at least one of the input parameter and the information of the one or more failures. - View Dependent Claims (19, 20)
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Specification