Apparatus and method for analyzing chemical system data
First Claim
1. A physical system analysis apparatus, comprising:
- sensors to obtain physical system data characterizing the physical activity of a physical system;
an analytical model processor to generate model predictions for said physical system independent of said physical system data obtained from said sensors; and
an artificial intelligence processor to process said physical system data and said model predictions, which in combination constitutes over specified physical system data with more known physical system data than unknown model predictions, said artificial intelligence processor generating diagnostic information from said over specified system data.
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Abstract
A power plant water chemistry analysis apparatus and method relies upon water chemistry sensors to obtain power plant water chemistry data characterizing the chemical activity of a power plant water system. An analytical model processor is used to generate model predictions for the power plant water system. A statistical data fitting processor selects screened data from the power plant water chemistry data that corresponds to the model predictions. The screened data is processed by an artificial intelligence processor to derive power plant water chemistry diagnostic information. The artificial intelligence processor includes an expert system, rule base, plant water chemistry system simulator, and pattern recognition module.
44 Citations
16 Claims
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1. A physical system analysis apparatus, comprising:
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sensors to obtain physical system data characterizing the physical activity of a physical system;
an analytical model processor to generate model predictions for said physical system independent of said physical system data obtained from said sensors; and
an artificial intelligence processor to process said physical system data and said model predictions, which in combination constitutes over specified physical system data with more known physical system data than unknown model predictions, said artificial intelligence processor generating diagnostic information from said over specified system data. - View Dependent Claims (2, 3, 4, 5, 6)
a statistical data fitting processor to select screened data from said over specified system data.
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4. The apparatus of claim 3 wherein said statistical data fitting processor determines the statistical best fit of said physical system data that satisfy the constraints given by said model predictions.
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5. The apparatus of claim 1 wherein said artificial intelligence processor includes a rule base to process said over specified system data.
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6. The apparatus of claim 1 wherein said artificial intelligence processor further includes a pattern recognition module to process said over specified system data.
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7. A computer readable memory to direct a computer to function in a specified manner comprising:
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physical data characterizing the physical activity of a physical system;
model predictions for said physical system independent of said physical system data obtained from said sensors; and
executable instructions stored in said memory, said executable instructions including instructions to process said physical data and said model predictions, which in combination constitutes over specified system data with more known physical data than unknown model predictions, to generate diagnostic information from said over specified system data. - View Dependent Claims (8, 9, 10, 11)
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12. A method of analyzing physical data, said method comprising the steps of:
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accumulating physical data characterizing the physical activity of a physical system;
generating model predications for said physical system independent of said physical system data obtained from said sensors; and
deriving diagnostic information from said physical data and said model predictions, which in combination constitute over specified system data with more known physical data than unknown model predictions. - View Dependent Claims (13, 14, 15, 16)
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Specification