SYSTEM AND METHOD FOR DYNAMIC MULTI-OBJECTIVE OPTIMIZATION OF MACHINE SELECTION, INTEGRATION AND UTILIZATION

Patent №

US 9,729,639

Granted

2017-08-08

Filed 2008

Owner

ROCKWELL AUTOMATION TECHNOLOGIES, INC.

Lab

—

AI components

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12242525

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The invention provides control systems and methodologies for controlling a process having computer-controlled equipment, which provide for optimized process performance according to one or more performance criteria, such as efficiency, component life expectancy, safety, emissions, noise, vibration, operational cost, or the like. More particularly, the subject invention provides for employing machine diagnostic and/or prognostic information in connection with optimizing an overall business operation over a time horizon.

Machine learning Planning AI hardwareH04L 67/125G05B 13/024G05B 13/0285G06Q 10/04G06Q 10/06Y02P 90/82

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AI classification

Planning1.00

Machine learning1.00

AI hardware0.96

Knowledge representation0.06

Natural language0.04

Speech0.01

Evolutionary computation0.01

Vision0.00

Ownership

ROCKWELL AUTOMATION TECHNOLOGIES, INC.

assignment · 228730059

Assignors

SUSTAETA, ANGEL, LIN, KA-HING, SNYDER, RIC, THERON, JOHN CHRISTOPHER, FUNDERBURK, MARK, SUGARS, MICHAEL EUGENE, DISCENZO, FREDERICK M., BAIER, JOHN J.

On an employer assignment, the assignors are typically the inventors.

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Cites (37)

A METHOD FOR CONSIDERING HIERARCHICAL PREEMPTIVE DEMAND PRIORITIES IN A SUPPLY CHAIN OPTIMIZATION MODELUS 7,966,214 · 2011 CONSTRAINT-BASED PRODUCTION PLANNING AND SCHEDULINGUS 7,860,737 · 2010 PRODUCTION AND DISTRIBUTION SUPPLY CHAIN OPTIMIZATION SOFTWAREUS 7,627,493 · 2009 METHOD AND SYSTEM FOR OPTIMIZING OPERATION SCHEDULE OF PLANTUS 7,206,644 · 2007 DYNAMIC ON-LINE OPTIMIZATION OF PRODUCTION PROCESSESUS 7,085,615 · 2006 SYSTEM AND METHOD FOR DYNAMIC MULTI-OBJECTIVE OPTIMIZATION OF MACHINE SELECTION, INTEGRATION AND UTILIZATIONUS 7,050,873 · 2006 FORECAST TEST-OUT OF PROBED FABRICATION BY USING DISPATCHING SIMULATION METHODUS 6,876,894 · 2005 SYSTEM AND METHOD FOR DYNAMIC MULTI-OBJECTIVE OPTIMIZATION OF MACHINE SELECTION, INTEGRATION AND UTILIZATIONUS 6,847,854 · 2005 METHOD FOR PLANNING KEY COMPONENT PURCHASES TO OPTIMIZE REVENUEUS 6,826,538 · 2004 REMOTE ANALYSIS OF PROCESS CONTROL PLANT DATAUS 6,795,798 · 2004 SYSTEM AND METHOD FOR PLANNING ENERGY SUPPLY AND INTERFACE TO AN ENERGY MANAGEMENT SYSTEM FOR USE IN PLANNING ENERGY SUPPLYUS 6,681,156 · 2004 SYSTEMS AND METHODS FOR OPTIMIZING A PRODUCTION FACILITYUS 6,633,790 · 2003 GENERAL METHOD FOR TRACKING THE EVOLUTION OF HIDDEN DAMAGE OR OTHER UNWANTED CHANGES IN MACHINERY COMPONENTS AND PREDICTING REMAINING USEFUL LIFEUS 6,567,752 · 2003 SYSTEM AND METHOD FOR PROVIDING ENGINE DIAGNOSTIC AND PROGNOSTIC INFORMATIONUS 6,553,816 · 2003 METHOD AND APPARATUS FOR INTERFACING A STATISTICAL PROCESS CONTROL SYSTEM WITH A MANUFACTURING PROCESS CONTROL FRAMEWORKUS 6,556,884 · 2003 MODULAR DATA COLLECTION AND ANALYSIS SYSTEMUS 6,434,512 · 2002 METHOD AND SYSTEM FOR THE MAXIMIZATION OF THE RANGE OF COVERAGE PROFILES IN INVENTORY MANAGEMENTUS 6,341,266 · 2002 Integrated diagnostics and control systemsUS 6,326,758 · 2001 DIAGNOSTIC NETWORK WITH AUTOMATED PROACTIVE LOCAL EXPERTSUS 6,298,308 · 2001 METHOD AND APPARATUS FOR DIAGNOSING A PUMP SYSTEMUS 6,260,004 · 2001 SYSTEM FOR ANALYZING AND IMPROVING PHARMACEUTICAL AND OTHER CAPITAL-INTENSIVE MANUFACTURING PROCESSESUS 6,243,615 · 2001 COMPUTER-IMPLEMENTED PRODUCT DEVELOPMENT PLANNING METHODUS 6,233,493 · 2001 SYSTEM ARCHITECTURE FOR ON-LINE MACHINE DIAGNOSTICSUS 6,041,287 · 2000 RISK MANAGEMENT SYSTEM FOR ELECTRIC UTILITIESUS 6,021,402 · 2000 MODEL-BASED FAULT DETECTION SYSTEM FOR ELECTRIC MOTORSUS 6,014,598 · 2000

and 12 more

Cited by (94)

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