METHODS AND SYSTEMS FOR DATA COLLECTION, LEARNING, AND STREAMING OF MACHINE SIGNALS FOR COMPUTERIZED MAINTENANCE MANAGEMENT SYSTEM USING THE INDUSTRIAL INTERNET OF THINGS

Number of patents in Portfolio can not be more than 2000

United States of America Patent

APP PUB NO 20200103894A1
SERIAL NO

16700413

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Abstract

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An industrial machine predictive maintenance system may include an industrial machine data analysis facility that generates streams of industrial machine health monitoring data by applying machine learning to data representative of conditions of portions of industrial machines received via a data collection network. The system may include an industrial machine predictive maintenance facility that produces industrial machine service recommendations responsive to the health monitoring data by applying machine fault detection and classification algorithms thereto. A computerized maintenance management system (CMMS) that produces orders and/or requests for service and parts responsive to the industrial machine service recommendations can be included. The system may include a service and delivery coordination facility that processes information regarding services performed on industrial machines responsive to the orders and/or requests for service and parts, thereby validating the services performed while producing a ledger of service activity and results for individual industrial machines.

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Patent Owner(s)

Patent OwnerAddress
STRONG FORCE IOT PORTFOLIO 2016 LLC501 EAST LAS OLAS BLVD FORT LAUDERDALE FL 33301

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Cella, Charles Howard Pembroke, US 503 7410
Desai, Mehul Oak Brook, US 285 9715
Duffy,, JR Gerald William Philadelphia, US 269 6406
McGuckin, Jeffrey P Philadelphia, US 271 6412

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