System and method for production system performance prediction
First Claim
1. A method for reporting, making alerts and predicting fault codes generated by machines in a line, comprising:
- preprocessing historical fault code data comprising fault codes, wherein preprocessing comprises;
receiving stored historical fault code data;
filtering the historical fault code data according to particular criteria to generate filtered fault code data;
classifying the filtered fault code data into physical groups;
classifying the filtered fault code data into logical groups;
sorting the physical groups and the logical groups to produce fault trend data; and
processing the fault trend data with a plurality of analyzers to generate report output.
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Accused Products
Abstract
Disclosed herein are a system, method and apparatus for reporting, making alerts and predicting fault codes generated by machines in a line. Historical fault code data is received and filtered according to particular criteria to generate filtered fault code data. Classification of the filtered fault code data into physical groups and into logical groups is followed by sorting the groups to produce fault trend data. Processing the fault trend data with a plurality of analyzers generates output including reports, alerts, and predictions of future fault code occurrences.
38 Citations
20 Claims
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1. A method for reporting, making alerts and predicting fault codes generated by machines in a line, comprising:
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preprocessing historical fault code data comprising fault codes, wherein preprocessing comprises;
receiving stored historical fault code data;
filtering the historical fault code data according to particular criteria to generate filtered fault code data;
classifying the filtered fault code data into physical groups;
classifying the filtered fault code data into logical groups;
sorting the physical groups and the logical groups to produce fault trend data; and
processing the fault trend data with a plurality of analyzers to generate report output. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A system for reporting, making alerts and predicting fault codes generated by machines in a line, comprising:
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a preprocessing module comprising;
a receiving module capable of receiving historical fault code data comprising fault codes;
a filtering module capable of filtering the historical fault code data according to particular criteria to generate filtered fault code data;
a first classifying module for classifying the filtered fault code data into physical groups;
a second classifying module for classifying the filtered fault code data into logical groups;
a sorting module for sorting the physical groups and the logical groups to produce fault trend data; and
a processing module for processing the fault trend data with a plurality of analyzers to generate report output. - View Dependent Claims (13, 14, 15, 16, 18)
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17. An apparatus for reporting, making alerts and predicting fault codes generated by machines in a line, comprising:
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a database for storing historical fault code data comprising fault codes;
a filtering unit for filtering the historical fault code data according to particular criteria to generate filtered fault code data;
a classifying unit for classifying the filtered fault code data into physical groups and into logical groups;
a sorting unit for sorting the physical groups and the logical groups to produce fault trend data; and
a processor for processing the fault trend data with a plurality of analyzers to generate report output. - View Dependent Claims (19, 20)
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Specification