Method and system for correlating and combining production and non-production data for analysis
First Claim
1. A method for performing data analysis on data gathered in an electronic device manufacturing process comprising:
- collecting production data by taking at least one measurement directly on an item that is undergoing processing in the electronic device manufacturing process;
collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process;
performing calculations on the production data including weighting the production data based on distance between a sampling point for the production data and a process location;
performing calculations on the non-production data including weighting the non-production data based on distance between a sampling point for the non-production data and a process location;
keying the production data;
keying the non-production data;
combining the production data and the non-production data into a single data set;
storing the single data set on a computer memory; and
analyzing said single data-set to determine conditions in the electronic device manufacturing process.
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Accused Products
Abstract
This document discusses, among other things, a method and system for correlating and combining production and non-production data for analysis for the purposes of increasing manufacturing efficiency and reducing manufacturing downtime due to abnormal conditions. In one example, this method provides for quicker data analysis which may result in less manufacturing product being discarded due to lengthy delays between abnormal conditions and the response to those conditions. In one example, a computer system is used to implement the method with the data captured from production and non-production sources being stored remotely on a server. In one example, a computer system is used to implement the method with the analyzed data being stored remotely on a server and accessed over a network for local examination.
55 Citations
89 Claims
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1. A method for performing data analysis on data gathered in an electronic device manufacturing process comprising:
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collecting production data by taking at least one measurement directly on an item that is undergoing processing in the electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data including weighting the production data based on distance between a sampling point for the production data and a process location; performing calculations on the non-production data including weighting the non-production data based on distance between a sampling point for the non-production data and a process location; keying the production data; keying the non-production data; combining the production data and the non-production data into a single data set; storing the single data set on a computer memory; and analyzing said single data-set to determine conditions in the electronic device manufacturing process. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A method for performing data analysis on data gathered in an electronic device manufacturing process, comprising:
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collecting production data by taking at least one measurement directly on an item that is undergoing processing in the electronic device manufacturing process; collecting non-production data from a single data source from at least one of a plurality of locations with some temporal periodicity by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data including weighting the production data based on distance between a sampling point for the production data and a process location; performing calculations on the non-production data including weighting the non-production data based on distance between a sampling point for the non-production data and a process location; keying the production data; keying the non-production data; combining the production data and the non-production data into a single data set; storing the single data set on a computer memory; and analyzing said single data-set to determine conditions in the electronic device manufacturing process. - View Dependent Claims (9, 10, 11, 12, 13)
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14. A method for performing data analysis on data gathered in an electronic device manufacturing process, comprising:
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collecting production data by taking at least one measurement directly on an item that is undergoing processing in the electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data; performing weighted mean calculations on the non-production data; keying the production data; keying the non-production data; combining the production data and the non-production data into a single data set; storing the single data set on a computer memory; and analyzing said single data-set to determine conditions in the electronic device manufacturing process. - View Dependent Claims (15)
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16. A method for performing data analysis on data gathered in an electronic device manufacturing process, comprising:
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collecting production data by taking at least one measurement directly on an item that is undergoing processing in the electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data; performing weighted mean calculations on the non-production data; keying the production data; keying the non-production data; identifying points of data commonality between the production and non-production data set; defining relationships based on the identified commonalities; combining the production data and the non-production data based on the defined relationships into a single data-set; storing the single data-set on a computer memory; and analyzing said single data-set to determine conditions in the electronic device manufacturing process. - View Dependent Claims (17, 18)
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19. A method for detecting trends in electronic device manufacturing, comprising:
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collecting production data by taking at least one measurement directly on an item that is undergoing processing in an electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data including weighting the production data based on distance between a sampling point for the production data and a process location; performing calculations on the non-production data including weighting the non-production data based on distance between a sampling point for the non-production data and a process location; keying production data; keying non-production data; combining the production data and the non-production data into a single data set; storing the single data set on a computer memory; analyzing said data set; and examining the analysis of the data for conditions of the electronic device manufacturing process. - View Dependent Claims (20, 21, 22, 23, 24, 25)
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26. A method for detecting trends in electronic device manufacturing, comprising:
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collecting production data by taking at least one measurement from an electronic device manufacturing process directly related to a machine used in the electronic device manufacturing process and taken at the time the electronic device manufacturing process is being performed on an item and that is not measured on the item that is undergoing processing in the electronic device manufacturing process; collecting non-production data from a single data source with some temporal periodicity by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data including weighting the production data based on distance between a sampling point for the production data and a process location; performing calculations on the non-production data including weighting the non-production data based on distance between a sampling point for the non-production data and a process location; keying the production data; keying the non-production data; combining the production data and the non-production data into a single data set; storing the single data set on a computer memory; analyzing the single data set; and examining the analysis of the data for conditions of the electronic device manufacturing process. - View Dependent Claims (27, 28, 29, 30, 31)
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32. A method for detecting trends in electronic device manufacturing, comprising:
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collecting production data by taking at least one measurement from an electronic device manufacturing process directly related to a machine used in the electronic device manufacturing process and taken at the time the electronic device manufacturing process is being performed on an item and that is not measured on the item that is undergoing processing in the electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data; performing weighted mean calculations on the non-production data; keying the production data; keying the non-production data; combining the production data and the non-production data into a single data set; storing the single data set on a computer memory; analyzing the single data set; and examining the analysis of the data for conditions of the electronic device manufacturing process. - View Dependent Claims (33, 34, 35)
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36. A method for detecting trends in electronic device manufacturing, comprising:
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collecting production data by taking at least one measurement directly on an item that is undergoing processing in an electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data; performing weighted mean calculations on the non-production data; keying the production data; keying the non-production data; identifying points of data commonality between the production and non-production data set; defining relationships based on the identified commonalities; combining the production data and the non-production data based on the defined relationships into a single data-set; storing the single data-set on a computer memory; analyzing the single data-set; and examining the analysis of the data for conditions of the electronic device manufacturing process. - View Dependent Claims (37, 38, 39, 40, 41, 42)
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43. A method for detecting trends in electronic device manufacturing, comprising:
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collecting production data by taking at least one measurement directly on an item that is undergoing processing in an electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data, wherein the measurements of the production data are taken over time and wherein the production data is weighted based on a time value; performing weighted mean calculations on the non-production data; keying the production data; keying the non-production data; identifying points of data commonality between the production and non-production data set; defining relationships based on the identified commonalities; combining the production data and the non-production data based on the defined relationships into a single data-set; storing the single data-set on a computer memory; analyzing the single data-set; and examining the analysis of the data for conditions of the electronic device manufacturing process. - View Dependent Claims (44, 45, 46, 47, 48)
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49. A computer system, comprising:
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a processor; at least one input device; at least one output device; at least one communications interface device; a storage device containing instructions for performing a method, the method comprising; collecting production data by taking at least one measurement directly on an item that is undergoing processing in an electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data including weighting the non-production data based on distance between a sampling point for the non-production data and a process location; performing calculations on the non-production data including weighting the non-production data based on distance between a sampling point for the non-production data and a process location; keying production data; keying non-production data; combining the production data and the non-production data into a single data set; analyzing said data set; and examining the analysis of the data; and a bus connecting the processor, input device, output device and storage device. - View Dependent Claims (50, 51, 52, 53, 54, 55)
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56. A computer system, comprising:
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a processor; at least one input device; at least one output device; at least one communications interface device; a storage device containing instructions for performing a method, the method comprising; collecting production data by taking at least one measurement directly on an item that is undergoing processing in an electronic device manufacturing process; collecting non-production data from a single data source with some temporal periodicity by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data including weighting the non-production data based on distance between a sampling point for the non-production data and a process location; performing calculations on the non-production data including weighting the non-production data based on distance between a sampling point for the non-production data and a process location; keying the production data; keying the non-production data; combining the production data and the non-production data into a single data set; analyzing the single data set; and examining the analysis of the data; and a bus connecting the processor, input device, output device, communications interface device and storage device. - View Dependent Claims (57, 58, 59, 60, 61, 62)
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63. A computer system, comprising:
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a processor; at least one input device; at least one output device; at least one communications interface device; a storage device containing instructions for performing a method, the method comprising; collecting production data by taking at least one measurement directly on an item that is undergoing processing in an electronic device manufacturing process; collecting non-production data from a single data source with some temporal periodicity by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data; performing weighted mean calculations on the non-production data; keying the production data; keying the non-production data; combining the production data and the non-production data into a single data set; analyzing the single data set; and examining the analysis of the data; and a bus connecting the processor, input device, output device, communications interface device and storage device. - View Dependent Claims (64, 65, 66)
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67. A computer system, comprising:
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a processor; at least one input device; at least one output device; at least one communications interface device; a storage device containing instructions for performing a method, the method comprising; collecting production data by taking at least one measurement directly on an item that is undergoing processing in an electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data; performing weighted mean calculations on the non-production data; keying the production data; keying the non-production data; identifying points of data commonality between the production and non-production data set; defining relationships based on the identified commonalities; combining the production data and the non-production data based on the defined relationships into a single data-set; analyzing the single data-set; and examining the analysis of the data; and a bus connecting the processor, input device, output device, communications interface device and storage device. - View Dependent Claims (68, 69, 70, 71, 72)
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73. A computer system, comprising:
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a processor; at least one input device; at least one output device; at least one communications interface device; a storage device containing instructions for performing a method, the method comprising; collecting production data by taking at least one measurement directly on an item that is undergoing processing in an electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data; performing weighted mean calculations on the non-production data; keying the production data; keying the non-production data; identifying points of data commonality between the production and non-production data set; defining relationships based on the identified commonalities; combining the production data and the non-production data based on the defined relationships into a single data-set; analyzing a single data-set stored remotely on a server; and examining the analysis of the data; and a bus connecting the processor, input device, output device, communications interface device and storage device. - View Dependent Claims (74, 75, 76, 77, 78)
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79. A computer system, comprising:
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a processor; at least one input device; at least one output device; at least one communications interface device; a storage device containing instructions for performing a method, the method comprising; collecting production data by taking at least one measurement directly on an item that is undergoing processing in an electronic device manufacturing process; collecting non-production data by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data, wherein the measurements of the production data are taken over time and wherein the production data is weighted based on a time value; performing calculations on the non-production data including weighting the non-production data based on distance between a sampling point for the non-production data and a process location; keying production data; keying non-production data; combining the production data and the non-production data into a single data set; analyzing said data set; examining the analysis of the data; and responding to the examination of the analysis; and a bus connecting the processor, input device, output device, communications interface device and storage device. - View Dependent Claims (80, 81, 82, 83, 84, 85)
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86. A method of responding to out of specification conditions in electronic device manufacturing, comprising:
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collecting production data from at least one of a plurality of data sources by taking at least one measurement directly on an item that is undergoing processing in an electronic device manufacturing process; collecting non-production data from the of plurality of data sources separated by some non-fixed distance from a manufacturing process by taking at least one measurement related to an entire manufacturing facility where the electronic device manufacturing process resides and not directly related to the electronic device manufacturing process; performing calculations on the production data; performing weighted mean calculations on the non-production data, weighted by time, distance or distance/time; keying production data by adding the of a plurality of calculated production data to the production data from the production lots that were processed during the collection of the non-production data; combining the production data and the non-production data into a single data set; analyzing said data set; and examining the analysis of the data; combining the production data and the non-production data based on the defined relationships into a single data-set; analyzing the single data-set by trend or statistical analysis; examining the analysis of the data for the occurrence of readings or trends that are out of specifications; and responding to the examination of the analysis. - View Dependent Claims (87, 88, 89)
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Specification