US2019179300A1PendingUtilityA1

Systems and methods for data collection and prediction of future states of components

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Assignee: STRONG FORCE IOT PORTFOLIO 2016 LLCPriority: May 9, 2016Filed: Dec 31, 2018Published: Jun 13, 2019
Est. expiryMay 9, 2036(~9.8 yrs left)· nominal 20-yr term from priority
Inventors:Charles Howard CellaGerald William Duffy, Jr.Jeffrey P. McguckinMehul Desai
H04B 17/40H04B 17/23H04B 17/26H04B 17/345G05B 19/042G06N 3/02H04W 4/70G06Q 30/06H04L 1/0009G06Q 30/02H04W 4/38G06V 10/7784G06V 10/82G06F 18/2178G06N 3/047G06N 7/01G06N 3/045G06N 3/044G06F 18/25G05B 2219/35001G05B 23/0286H04L 1/0002H04L 1/0041G05B 23/0283G05B 23/0291G06N 3/088G05B 19/4184G05B 2219/32287G05B 23/0264G06N 20/00G06N 5/046H04L 67/12G05B 2219/37351G05B 2219/40115G06N 3/084G05B 2219/37434G05B 13/028G05B 19/41865G05B 2219/45004H04L 67/1097G05B 19/41845G05B 2219/37337G05B 23/0221G05B 23/0289G05B 19/41875G05B 23/0297G06N 3/006G06N 3/126G05B 19/4183G05B 2219/45129G05B 23/024H04L 1/18Y02P90/02H04L 5/0064G05B 23/0229G06F 16/2477G06K 9/6263G06N 7/005G05B 19/4185G05B 23/0294H04B 17/318H04B 17/309G06N 3/0499G06F 3/067G06F 3/0635G06F 3/0619G06F 3/0608F01D 21/14F01D 21/12F01D 21/003H02M 1/12Y10S707/99939G05B 23/02G06F 17/18B62D 5/0463Y04S50/12G16Z 99/00H03M 1/12G06Q 10/0639G06Q 10/04G06Q 30/0278Y02P90/80H04L 67/306H04L 1/1874G05B 23/0208G06F 18/217G06F 18/21G01M 13/04B62D 15/0215G06Q 50/00H04B 17/29G01M 13/045G01M 13/028G05B 2219/37537Y04S50/00Y02P80/10
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Claims

Abstract

Systems and methods for data collection and predication of future states of components are disclosed. A system can include a data acquisition circuit structured to interpret a plurality of detection values, each of the plurality of detection values corresponding to input received from a detection package, the detection package comprising at least one of a plurality of input sensors, each of the plurality of input sensors operatively coupled to a component of an industrial system. The system can also include a data analysis circuit to predict a future state of the component based, at least in part, upon the plurality of detection values and data received from data collection band circuit.

Claims

exact text as granted — not AI-modified
What is claimed is: 
     
         1 . A system for data collection, the system comprising:
 a data acquisition circuit structured to interpret a plurality of detection values, each of the plurality of detection values corresponding to input received from a detection package, the detection package comprising at least one of a plurality of input sensors, each of the plurality of input sensors operatively coupled to a component of an industrial system; and   a data analysis circuit structured to predict a future state of the component based, at least in part, upon the plurality of detection values and data received from data collection band circuit.   
     
     
         2 . The system of  claim 1 , wherein the data collection band circuit is adapted to alter at least one collection parameter for at least one of the plurality of input sensors. 
     
     
         3 . The system of  claim 2 , wherein the at least one collection parameter is a bandwidth parameter. 
     
     
         4 . The system of  claim 2 , wherein the at least one collection parameter is utilized to control a multiplexing a plurality of the plurality of input sensors. 
     
     
         5 . The system of  claim 2 , wherein the at least one collection parameter is utilized to control a timing parameter of at least one of the plurality of input sensors. 
     
     
         6 . The system of  claim 2 , wherein the at least one collection parameter is utilized to control a granularity of data collection of at least one of the plurality of input sensors. 
     
     
         7 . The system of  claim 2 , wherein the at least one collection parameter is utilized to control a storage parameter for at least one of the plurality of input sensors. 
     
     
         8 . The system of  claim 1 , wherein the future state corresponds to at least one state selected from a list consisting of: a specified time, a state of a process, a state of a parameter of interest, a state at peak energy consumption, a state at highest temperature value, a state at maximum noise value, and a state when an aspect of system redundancy is at a lowest point. 
     
     
         9 . A method comprising:
 interpreting a plurality of detection values, each of the plurality of detection values corresponding to input received from a detection package, the detection package comprising at least one of a plurality of input sensors, each of the plurality of input sensors operatively coupled to a component of an industrial system; and   predicting a future state of at least one component based, at least in part, upon the plurality of detection values.   
     
     
         10 . The method of  claim 9 , further comprising at least one collection parameter for at least one of the plurality of input sensors. 
     
     
         11 . The method of  claim 10 , wherein the at least one collection parameter is a bandwidth parameter. 
     
     
         12 . The method of  claim 10 , wherein the at least one collection parameter is utilized to control a multiplexing of a plurality of the plurality of input sensors. 
     
     
         13 . The method of  claim 10 , wherein the at least one collection parameter is utilized to control a timing parameter of at least one of the plurality of input sensors. 
     
     
         14 . The method of  claim 10 , wherein the at least one collection parameter is utilized to control a granularity of data collection of at least one of the plurality of input sensors. 
     
     
         15 . The method of  claim 10 , wherein the at least one collection parameter is utilized to control a storage parameter for at least one of the plurality of input sensors. 
     
     
         16 . A system for data collection, the system comprising:
 a data acquisition circuit structured to interpret a plurality of detection values, each of the plurality of detection values corresponding to at least one of a plurality of input sensors, each of the plurality of input sensors operatively coupled to a component of an industrial system; and   a data analysis circuit structured to predict a future state of the component based, at least in part, upon the plurality of detection values and data received from data collection band circuit.   
     
     
         17 . The system of  claim 16 , wherein the data collection band circuit is structured to alter at least one collection parameter for at least one of the plurality of input sensors. 
     
     
         18 . The system of  claim 17 , wherein the at least one collection parameter is a bandwidth parameter. 
     
     
         19 . The system of  claim 17 , wherein the at least one collection parameter is utilized to control a multiplexing of plurality of the plurality of input sensors. 
     
     
         20 . The system of  claim 17 , wherein the at least one collection parameter is utilized to control a timing parameter of at least one of the plurality of input sensors. 
     
     
         21 . The system of  claim 17 , wherein the at least one collection parameter is utilized to control a granularity of data collection of at least one of the plurality of input sensors. 
     
     
         22 . The system of  claim 17 , wherein the at least one collection parameter is utilized to control a storage parameter for at least one of the plurality of input sensors.

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