Predictive Maintenance Patent Application Trends 2024

Predictive Maintenance patent applications in 2025

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Top Technology Areas in Predictive Maintenance

Top CPC Codes

• G06N20/00 (No explanation available)
  • Count: 15 patents
  • Example: 20240229637. PREDICTIVE PUMP MAINTENANCE BASED UPON UTILIZATION AND OPERATING CONDITIONS (Halliburton Energy Services, Inc.)
• G05B23/0283 (No explanation available)
  • Count: 14 patents
  • Example: 20240255939. REINFORCEMENT LEARNING SYSTEM FOR MAINTENANCE DECISION MAKING (Hitachi, Ltd.)
• G06N5/022 (No explanation available)
  • Count: 9 patents
  • Example: 20240289644. Predictive Maintenance with Pretrained Feature Extraction for Manufacturing (Robert Bosch GmbH)
• G06F11/0793 (No explanation available)
  • Count: 7 patents
  • Example: 20240126632. AUTOMATED REMEDIATION OF ISSUES ARISING IN A DATA MANAGEMENT STORAGE SOLUTION (NetApp, Inc.)
• G06Q40/06 (No explanation available)
  • Count: 7 patents
  • Example: 20240127347. RISK ADAPTIVE ASSET MANAGEMENT (INTERNATIONAL BUSINESS MACHINES CORPORATION)
• G06Q2220/00 (No explanation available)
  • Count: 6 patents
  • Example: 20240430093. DIGITAL ASSET MANAGEMENT (Chapmp Titles, Inc.)
• G06F11/079 (No explanation available)
  • Count: 6 patents
  • Example: 20240126636. AUTO-HEALING SERVICE FOR INTELLIGENT DATA INFRASTRUCTURE (NetApp, Inc.)
• G06Q10/20 (No explanation available)
  • Count: 6 patents
  • Example: 20240127197. Predictive Maintenance Scheduler and Method (Georgia Tech Research Corporation)
• G16H50/20 (No explanation available)
  • Count: 6 patents
  • Example: 20240099666. Staging, Paging, and Engagement System for Real-Time Management for Patients at Risk for Cardiogenic Shock (Mayo Foundation for Medical Education and Research)
• G06Q10/087 (No explanation available)
  • Count: 6 patents
  • Example: 20240303073. SOFTWARE RECOGNITION USING TREE-STRUCTURED PATTERN MATCHING RULES FOR SOFTWARE ASSET MANAGEMENT (Snow Software, Inc.)

Top Companies in Predictive Maintenance

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Dell Products L.P.

• Number of Predictive Maintenance patents: 11
• Top CPC codes:
  • G06N5/022 (No explanation available): 2 patents
  • G06F16/211 (No explanation available): 2 patents
  • G06F11/0793 (No explanation available): 2 patents
• Recent patents:
  • 20240362095. Data Center Monitoring and Management Operation for Monitoring Fan Status Within a Data Center (Dell Products L.P.) (20241031)
  • 20240362102. Data Center Monitoring and Management Operation for Predicting Memory Failures Within a Data Center (Dell Products L.P.) (20241031)
  • 20240152442. CONTROLLER FAILURE PREDICTION AND TROUBLESHOOTING (Dell Products L.P.) (20240509)

True Manufacturing Co., Inc.

• Number of Predictive Maintenance patents: 7
• Top CPC codes:
  • H04L67/125 (No explanation available): 5 patents
  • H04L67/10 (No explanation available): 3 patents
  • G16Y40/20 (No explanation available): 3 patents
• Recent patents:
  • 20240040422. Asset Management and IOT Device for Refrigerated Appliances (True Manufacturing Co., Inc.) (20240201)
  • 20240040423. Asset Management and IOT Device for Refrigerated Appliances (True Manufacturing Co., Inc.) (20240201)
  • 20240048620. Asset Management and IOT Device for Refrigerated Appliances (True Manufacturing Co., Inc.) (20240208)

Truist Bank

• Number of Predictive Maintenance patents: 5
• Top CPC codes:
  • G06F21/50 (No explanation available): 1 patents
  • G06N3/047 (No explanation available): 1 patents
  • G06F2221/2117 (No explanation available): 1 patents
• Recent patents:
  • 20240265002. ENHANCED BLOCKCHAIN DATA COMPUTING PLATFORM FOR STRATEGIC MASTER DATA MANAGEMENT (Truist Bank) (20240808)
  • 20240265368. NETWORK-BASED CRYPTOGRAPHIC BLOCKCHAIN FRAMEWORK FOR TRUST CONTROL OF CERTIFIED MASTER DATA MANAGEMENT (Truist Bank) (20240808)
  • 20240152959. SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE USING DATA ANALYTICS OF UNSTRUCTURED DATA (Truist Bank) (20240509)

Honeywell International Inc.

• Number of Predictive Maintenance patents: 5
• Top CPC codes:
  • G06Q10/20 (No explanation available): 2 patents
  • B60L58/24 (No explanation available): 1 patents
  • G01R31/379 (No explanation available): 1 patents
• Recent patents:
  • 20240403743. INDUSTRIAL INTERNET-OF-THINGS ASSET MANAGEMENT SYSTEM (Honeywell International Inc.) (20241205)
  • 20240021024. METHODS AND SYSTEMS FOR GENERATING PREDICTIVE MAINTENANCE INDICATORS FOR A VEHICLE (Honeywell International Inc.) (20240118)
  • 20240169325. APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR ENERGY-CENTRIC PREDICTIVE MAINTENANCE SCHEDULING (Honeywell International Inc.) (20240523)

NetApp, Inc.

• Number of Predictive Maintenance patents: 4
• Top CPC codes:
  • G06F11/0793 (No explanation available): 4 patents
  • G06F11/079 (No explanation available): 3 patents
  • G06F11/3034 (No explanation available): 2 patents
• Recent patents:
  • 20240126636. AUTO-HEALING SERVICE FOR INTELLIGENT DATA INFRASTRUCTURE (NetApp, Inc.) (20240418)
  • 20240289207. AUTOMATED REMEDIATION OF DEVIATIONS FROM BEST PRACTICES IN A DATA MANAGEMENT STORAGE SOLUTION (NetApp, Inc.) (20240829)
  • 20240036965. AUTOMATED REMEDIATION OF ISSUES ARISING IN A DATA MANAGEMENT STORAGE SOLUTION (NetApp, Inc.) (20240201)

Saudi Arabian Oil Company

• Number of Predictive Maintenance patents: 4
• Top CPC codes:
  • F04D15/0088 (No explanation available): 2 patents
  • F04D27/001 (No explanation available): 1 patents
  • F04D29/406 (No explanation available): 1 patents
• Recent patents:
  • 20240220243. SYSTEMS AND METHODS FOR PROVIDING A HYDROCARBON REFINING TRAIN IIOT SERVICE (Saudi Arabian Oil Company) (20240704)
  • 20240328424. SYSTEM AND METHOD FOR CONDITION MONITORING OF VERTICALLY SUSPENDED PUMPS (Saudi Arabian Oil Company) (20241003)
  • 20240328887. SYSTEM AND METHOD TO MECHANICAL SEAL CONDITION MONITORING AND EARLY FAILURE DETECTION (Saudi Arabian Oil Company) (20241003)

ABB Schweiz AG

• Number of Predictive Maintenance patents: 4
• Top CPC codes:
  • G01N21/8851 (No explanation available): 1 patents
  • G01N21/8806 (No explanation available): 1 patents
  • G06V10/141 (No explanation available): 1 patents
• Recent patents:
  • 20240210474. System and Method for Obtaining an Estimated Output Power of an Electric Motor (ABB Schweiz AG) (20240627)
  • 20240061981. Method and System for Predictive Maintenance of Sample Handling System (SHS) of a Gas Analyzer (ABB Schweiz AG) (20240222)
  • 20240192666. System and a Method for Asset Monitoring in an Industrial Plant (ABB Schweiz AG) (20240613)

INTERNATIONAL BUSINESS MACHINES CORPORATION

• Number of Predictive Maintenance patents: 3
• Top CPC codes:
  • G06Q40/06 (No explanation available): 1 patents
  • G06N20/00 (No explanation available): 1 patents
  • G06Q10/0833 (No explanation available): 1 patents
• Recent patents:
  • 20240127347. RISK ADAPTIVE ASSET MANAGEMENT (INTERNATIONAL BUSINESS MACHINES CORPORATION) (20240418)
  • 20240242008. COMPUTER TECHNOLOGY FOR ENSURING SUFFICIENCY OF SENSOR SET USED TO SUPPORT DIGITAL TWIN SIMULCRA (INTERNATIONAL BUSINESS MACHINES CORPORATION) (20240718)
  • 20240193023. PREDICTING THE IMPACT OF PREVIOUSLY UNSEEN COMPUTER SYSTEM FAILURES ON THE SYSTEM USING A UNIFIED TOPOLOGY (INTERNATIONAL BUSINESS MACHINES CORPORATION) (20240613)

Hilti Aktiengesellschaft

• Number of Predictive Maintenance patents: 3
• Top CPC codes:
  • H04W4/029 (No explanation available): 2 patents
  • G01S5/0231 (No explanation available): 2 patents
  • H04W4/021 (No explanation available): 1 patents
• Recent patents:
  • 20240107271. SYSTEMS AND METHODS FOR ASSET TRACKING (Hilti Aktiengesellschaft) (20240328)
  • 20240107272. SYSTEMS AND METHODS FOR ASSET TRACKING WITH A VEHICLE GATEWAY (Hilti Aktiengesellschaft) (20240328)
  • 20240054882. SYSTEMS AND METHODS FOR GENERATING ALERTS FOR ASSET TRACKING (Hilti Aktiengesellschaft) (20240215)

LG ENERGY SOLUTION, LTD.

• Number of Predictive Maintenance patents: 3
• Top CPC codes:
  • F15B19/005 (No explanation available): 1 patents
  • F15B15/14 (No explanation available): 1 patents
  • F15B2211/87 (No explanation available): 1 patents
• Recent patents:
  • 20240011514. CYLINDER FAILURE PREDICTION SYSTEM AND METHOD, AND CYLINDER FAILURE INSPECTION SYSTEM AND METHOD (LG ENERGY SOLUTION, LTD.) (20240111)
  • 20240339679. APPARATUS AND METHOD FOR MANAGING BATTERY (LG ENERGY SOLUTION, LTD.) (20241010)
  • 20240201268. BATTERY CONDITION MONITORING DEVICE AND METHOD, AND BATTERY PROTECTION DEVICE (LG ENERGY SOLUTION, LTD.) (20240620)

New Companies in Predictive Maintenance (Last Month)

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No new companies detected in the last month.

Emerging Technology Areas in Predictive Maintenance

• G16Y40/30 (No explanation available)
  • Count: 1 patents
  • Example: 20240048620. Asset Management and IOT Device for Refrigerated Appliances (True Manufacturing Co., Inc.)
• H02J13/00006 (No explanation available)
  • Count: 1 patents
  • Example: 20240047992. METHODS AND SYSTEMS FOR REMOTELY CONTROLLING SMART ELECTRICAL SWITCHES AND ASSOCIATED DEVICES USING ANALYTICS (UBIQ AUTOMATIONS PRIVATE LIMITED)
• H04L12/2816 (No explanation available)
  • Count: 1 patents
  • Example: 20240047992. METHODS AND SYSTEMS FOR REMOTELY CONTROLLING SMART ELECTRICAL SWITCHES AND ASSOCIATED DEVICES USING ANALYTICS (UBIQ AUTOMATIONS PRIVATE LIMITED)
• G01R19/2513 (No explanation available)
  • Count: 1 patents
  • Example: 20240047992. METHODS AND SYSTEMS FOR REMOTELY CONTROLLING SMART ELECTRICAL SWITCHES AND ASSOCIATED DEVICES USING ANALYTICS (UBIQ AUTOMATIONS PRIVATE LIMITED)
• H02J13/00001 (No explanation available)
  • Count: 1 patents
  • Example: 20240047992. METHODS AND SYSTEMS FOR REMOTELY CONTROLLING SMART ELECTRICAL SWITCHES AND ASSOCIATED DEVICES USING ANALYTICS (UBIQ AUTOMATIONS PRIVATE LIMITED)
• H02J13/00036 (No explanation available)
  • Count: 1 patents
  • Example: 20240047992. METHODS AND SYSTEMS FOR REMOTELY CONTROLLING SMART ELECTRICAL SWITCHES AND ASSOCIATED DEVICES USING ANALYTICS (UBIQ AUTOMATIONS PRIVATE LIMITED)
• G01M3/04 (No explanation available)
  • Count: 1 patents
  • Example: 20240046775. SYSTEM AND METHOD FOR REMOTE INSPECTION OF EQUIPMENT MECHANICAL DIAL GAUGE READINGS, ELECTRICAL TERMINATION AND BUSHING CONDITION MONITORING (Aderis Energy, LLC)
• G01R31/1245 (No explanation available)
  • Count: 1 patents
  • Example: 20240046775. SYSTEM AND METHOD FOR REMOTE INSPECTION OF EQUIPMENT MECHANICAL DIAL GAUGE READINGS, ELECTRICAL TERMINATION AND BUSHING CONDITION MONITORING (Aderis Energy, LLC)
• G01N33/0063 (No explanation available)
  • Count: 1 patents
  • Example: 20240046775. SYSTEM AND METHOD FOR REMOTE INSPECTION OF EQUIPMENT MECHANICAL DIAL GAUGE READINGS, ELECTRICAL TERMINATION AND BUSHING CONDITION MONITORING (Aderis Energy, LLC)
• G08B21/18 (No explanation available)
  • Count: 1 patents
  • Example: 20240046775. SYSTEM AND METHOD FOR REMOTE INSPECTION OF EQUIPMENT MECHANICAL DIAL GAUGE READINGS, ELECTRICAL TERMINATION AND BUSHING CONDITION MONITORING (Aderis Energy, LLC)

Top Companies in Emerging Predictive Maintenance Technologies

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• UBIQ AUTOMATIONS PRIVATE LIMITED: 5 patents
• Aderis Energy, LLC: 4 patents
• True Manufacturing Co., Inc.: 1 patents

Top Inventors in Predictive Maintenance

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Dominik Gothe of O'Fallon MO (US)

• Number of Predictive Maintenance patents: 7
• Top companies:
  • True Manufacturing Co., Inc.: 7 patents
• Recent patents:
  • 20240040422. Asset Management and IOT Device for Refrigerated Appliances (True Manufacturing Co., Inc.) (20240201)
  • 20240040423. Asset Management and IOT Device for Refrigerated Appliances (True Manufacturing Co., Inc.) (20240201)
  • 20240048620. Asset Management and IOT Device for Refrigerated Appliances (True Manufacturing Co., Inc.) (20240208)

Nibu Habel

• Number of Predictive Maintenance patents: 4
• Top companies:
  • NetApp, Inc.: 4 patents
• Recent patents:
  • 20240126636. AUTO-HEALING SERVICE FOR INTELLIGENT DATA INFRASTRUCTURE (NetApp, Inc.) (20240418)
  • 20240289207. AUTOMATED REMEDIATION OF DEVIATIONS FROM BEST PRACTICES IN A DATA MANAGEMENT STORAGE SOLUTION (NetApp, Inc.) (20240829)
  • 20240036965. AUTOMATED REMEDIATION OF ISSUES ARISING IN A DATA MANAGEMENT STORAGE SOLUTION (NetApp, Inc.) (20240201)

Jeffrey Scott MacFarland of Wake Forest NC (US)

• Number of Predictive Maintenance patents: 4
• Top companies:
  • NetApp, Inc.: 4 patents
• Recent patents:
  • 20240126636. AUTO-HEALING SERVICE FOR INTELLIGENT DATA INFRASTRUCTURE (NetApp, Inc.) (20240418)
  • 20240289207. AUTOMATED REMEDIATION OF DEVIATIONS FROM BEST PRACTICES IN A DATA MANAGEMENT STORAGE SOLUTION (NetApp, Inc.) (20240829)
  • 20240036965. AUTOMATED REMEDIATION OF ISSUES ARISING IN A DATA MANAGEMENT STORAGE SOLUTION (NetApp, Inc.) (20240201)

Parminder Singh Sethi

• Number of Predictive Maintenance patents: 4
• Top companies:
  • Dell Products L.P.: 3 patents
  • Dell Products, LP: 1 patents
• Recent patents:
  • 20240036999. SYSTEM AND METHOD FOR PREDICTING AND AVOIDING HARDWARE FAILURES USING CLASSIFICATION SUPERVISED MACHINE LEARNING (Dell Products, LP) (20240201)
  • 20240193024. DISK FAILURE PREDICTION USING MACHINE LEARNING (Dell Products L.P.) (20240613)
  • 20240152442. CONTROLLER FAILURE PREDICTION AND TROUBLESHOOTING (Dell Products L.P.) (20240509)

John Richard Swift

• Number of Predictive Maintenance patents: 3
• Top companies:
  • NetApp, Inc.: 3 patents
• Recent patents:
  • 20240126632. AUTOMATED REMEDIATION OF ISSUES ARISING IN A DATA MANAGEMENT STORAGE SOLUTION (NetApp, Inc.) (20240418)
  • 20240126636. AUTO-HEALING SERVICE FOR INTELLIGENT DATA INFRASTRUCTURE (NetApp, Inc.) (20240418)
  • 20240036965. AUTOMATED REMEDIATION OF ISSUES ARISING IN A DATA MANAGEMENT STORAGE SOLUTION (NetApp, Inc.) (20240201)

Muhammad Salman MALIK

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Hilti Aktiengesellschaft: 3 patents
• Recent patents:
  • 20240107271. SYSTEMS AND METHODS FOR ASSET TRACKING (Hilti Aktiengesellschaft) (20240328)
  • 20240107272. SYSTEMS AND METHODS FOR ASSET TRACKING WITH A VEHICLE GATEWAY (Hilti Aktiengesellschaft) (20240328)
  • 20240054882. SYSTEMS AND METHODS FOR GENERATING ALERTS FOR ASSET TRACKING (Hilti Aktiengesellschaft) (20240215)

Mihai CALIN

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Hilti Aktiengesellschaft: 3 patents
• Recent patents:
  • 20240107271. SYSTEMS AND METHODS FOR ASSET TRACKING (Hilti Aktiengesellschaft) (20240328)
  • 20240107272. SYSTEMS AND METHODS FOR ASSET TRACKING WITH A VEHICLE GATEWAY (Hilti Aktiengesellschaft) (20240328)
  • 20240054882. SYSTEMS AND METHODS FOR GENERATING ALERTS FOR ASSET TRACKING (Hilti Aktiengesellschaft) (20240215)

Roman LAMPERT

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Hilti Aktiengesellschaft: 3 patents
• Recent patents:
  • 20240107271. SYSTEMS AND METHODS FOR ASSET TRACKING (Hilti Aktiengesellschaft) (20240328)
  • 20240107272. SYSTEMS AND METHODS FOR ASSET TRACKING WITH A VEHICLE GATEWAY (Hilti Aktiengesellschaft) (20240328)
  • 20240054882. SYSTEMS AND METHODS FOR GENERATING ALERTS FOR ASSET TRACKING (Hilti Aktiengesellschaft) (20240215)

Georg HOCHMUTH

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Hilti Aktiengesellschaft: 3 patents
• Recent patents:
  • 20240107271. SYSTEMS AND METHODS FOR ASSET TRACKING (Hilti Aktiengesellschaft) (20240328)
  • 20240107272. SYSTEMS AND METHODS FOR ASSET TRACKING WITH A VEHICLE GATEWAY (Hilti Aktiengesellschaft) (20240328)
  • 20240054882. SYSTEMS AND METHODS FOR GENERATING ALERTS FOR ASSET TRACKING (Hilti Aktiengesellschaft) (20240215)

Lekha A. Banerjee of Charlotte NC (US)

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Truist Bank: 3 patents
• Recent patents:
  • 20240264856. ENHANCED CRYPTOGRAPHIC BLOCKCHAIN COMPUTING PLATFORM FACILITATING NODE-BASED MASTER DATA ASSET MANAGEMENT INCORPORATING TRUST CONTROLS FOR DATA INTEGRITY PRESERVATION (Truist Bank) (20240808)
  • 20240265002. ENHANCED BLOCKCHAIN DATA COMPUTING PLATFORM FOR STRATEGIC MASTER DATA MANAGEMENT (Truist Bank) (20240808)
  • 20240265368. NETWORK-BASED CRYPTOGRAPHIC BLOCKCHAIN FRAMEWORK FOR TRUST CONTROL OF CERTIFIED MASTER DATA MANAGEMENT (Truist Bank) (20240808)

Thomas S. Dickson of Overland Park KS (US)

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Truist Bank: 3 patents
• Recent patents:
  • 20240264856. ENHANCED CRYPTOGRAPHIC BLOCKCHAIN COMPUTING PLATFORM FACILITATING NODE-BASED MASTER DATA ASSET MANAGEMENT INCORPORATING TRUST CONTROLS FOR DATA INTEGRITY PRESERVATION (Truist Bank) (20240808)
  • 20240265002. ENHANCED BLOCKCHAIN DATA COMPUTING PLATFORM FOR STRATEGIC MASTER DATA MANAGEMENT (Truist Bank) (20240808)
  • 20240265368. NETWORK-BASED CRYPTOGRAPHIC BLOCKCHAIN FRAMEWORK FOR TRUST CONTROL OF CERTIFIED MASTER DATA MANAGEMENT (Truist Bank) (20240808)

Randhir Bhan of Sharon MA (US)

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Truist Bank: 3 patents
• Recent patents:
  • 20240264856. ENHANCED CRYPTOGRAPHIC BLOCKCHAIN COMPUTING PLATFORM FACILITATING NODE-BASED MASTER DATA ASSET MANAGEMENT INCORPORATING TRUST CONTROLS FOR DATA INTEGRITY PRESERVATION (Truist Bank) (20240808)
  • 20240265002. ENHANCED BLOCKCHAIN DATA COMPUTING PLATFORM FOR STRATEGIC MASTER DATA MANAGEMENT (Truist Bank) (20240808)
  • 20240265368. NETWORK-BASED CRYPTOGRAPHIC BLOCKCHAIN FRAMEWORK FOR TRUST CONTROL OF CERTIFIED MASTER DATA MANAGEMENT (Truist Bank) (20240808)

Srinivasan Ramanujam of Charlotte NC (US)

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Truist Bank: 3 patents
• Recent patents:
  • 20240264856. ENHANCED CRYPTOGRAPHIC BLOCKCHAIN COMPUTING PLATFORM FACILITATING NODE-BASED MASTER DATA ASSET MANAGEMENT INCORPORATING TRUST CONTROLS FOR DATA INTEGRITY PRESERVATION (Truist Bank) (20240808)
  • 20240265002. ENHANCED BLOCKCHAIN DATA COMPUTING PLATFORM FOR STRATEGIC MASTER DATA MANAGEMENT (Truist Bank) (20240808)
  • 20240265368. NETWORK-BASED CRYPTOGRAPHIC BLOCKCHAIN FRAMEWORK FOR TRUST CONTROL OF CERTIFIED MASTER DATA MANAGEMENT (Truist Bank) (20240808)

Young M. Lee of Old Westbury NY (US)

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Johnson Controls Tyco IP Holdings LLP: 3 patents
• Recent patents:
  • 20240185122. MONITORING AND CONTROL SYSTEM FOR CONNECTED BUILDING EQUIPMENT WITH FAULT PREDICTION AND PREDICTIVE MAINTENANCE (Johnson Controls Tyco IP Holdings LLP) (20240606)
  • 20240185257. PREDICTIVE MAINTENANCE SYSTEM FOR BUILDING EQUIPMENT WITH RELIABILITY MODELING BASED ON NATURAL LANGUAGE PROCESSING OF WARRANTY CLAIM DATA (Johnson Controls Tyco IP Holdings LLP) (20240606)
  • 20240345554. BUILDING MANAGEMENT SYSTEM WITH GENERATIVE AI-BASED PREDICTIVE MAINTENANCE (Johnson Controls Tyco IP Holdings LLP) (20241017)

Wenwen Zhao of Santa Clara CA (US)

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Johnson Controls Tyco IP Holdings LLP: 3 patents
• Recent patents:
  • 20240185122. MONITORING AND CONTROL SYSTEM FOR CONNECTED BUILDING EQUIPMENT WITH FAULT PREDICTION AND PREDICTIVE MAINTENANCE (Johnson Controls Tyco IP Holdings LLP) (20240606)
  • 20240185257. PREDICTIVE MAINTENANCE SYSTEM FOR BUILDING EQUIPMENT WITH RELIABILITY MODELING BASED ON NATURAL LANGUAGE PROCESSING OF WARRANTY CLAIM DATA (Johnson Controls Tyco IP Holdings LLP) (20240606)
  • 20240345554. BUILDING MANAGEMENT SYSTEM WITH GENERATIVE AI-BASED PREDICTIVE MAINTENANCE (Johnson Controls Tyco IP Holdings LLP) (20241017)

Keith William Brashler

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Saudi Arabian Oil Company: 3 patents
• Recent patents:
  • 20240003356. MOLTEN SULFUR PUMP VIBRATION AND TEMPERATURE SENSOR FOR ENHANCED CONDITION MONITORING (Saudi Arabian Oil Company) (20240104)
  • 20240328424. SYSTEM AND METHOD FOR CONDITION MONITORING OF VERTICALLY SUSPENDED PUMPS (Saudi Arabian Oil Company) (20241003)
  • 20240328887. SYSTEM AND METHOD TO MECHANICAL SEAL CONDITION MONITORING AND EARLY FAILURE DETECTION (Saudi Arabian Oil Company) (20241003)

Ali Al Shehri

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Saudi Arabian Oil Company: 3 patents
• Recent patents:
  • 20240003356. MOLTEN SULFUR PUMP VIBRATION AND TEMPERATURE SENSOR FOR ENHANCED CONDITION MONITORING (Saudi Arabian Oil Company) (20240104)
  • 20240328424. SYSTEM AND METHOD FOR CONDITION MONITORING OF VERTICALLY SUSPENDED PUMPS (Saudi Arabian Oil Company) (20241003)
  • 20240328887. SYSTEM AND METHOD TO MECHANICAL SEAL CONDITION MONITORING AND EARLY FAILURE DETECTION (Saudi Arabian Oil Company) (20241003)

Christopher William Canine of Great Falls MT (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • POWER Engineers, Incorporated: 2 patents
• Recent patents:
  • 20240231285. SYSTEM AND METHOD FOR PROMOTING SAFE INTERACTION WITH ELECTRICAL EQUIPMENT (POWER Engineers, Incorporated) (20240711)
  • 20240134320. SYSTEM AND METHOD FOR PROMOTING SAFE INTERACTION WITH ELECTRICAL EQUIPMENT (POWER Engineers, Incorporated) (20240425)

Charles Mark Koenig of Lewiston ID (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • POWER Engineers, Incorporated: 2 patents
• Recent patents:
  • 20240231285. SYSTEM AND METHOD FOR PROMOTING SAFE INTERACTION WITH ELECTRICAL EQUIPMENT (POWER Engineers, Incorporated) (20240711)
  • 20240134320. SYSTEM AND METHOD FOR PROMOTING SAFE INTERACTION WITH ELECTRICAL EQUIPMENT (POWER Engineers, Incorporated) (20240425)

Rama Krishna SINGH

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Optum, Inc.: 2 patents
• Recent patents:
  • 20240233031. SYSTEMS AND METHODS FOR DETERMINING EMBEDDING VECTORS FOR PROCESSING MEDICAL CLAIMS (Optum, Inc.) (20240711)
  • 20240135460. SYSTEMS AND METHODS FOR DETERMINING EMBEDDING VECTORS FOR PROCESSING MEDICAL CLAIMS (Optum, Inc.) (20240425)

Ravi PANDE

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Optum, Inc.: 2 patents
• Recent patents:
  • 20240233031. SYSTEMS AND METHODS FOR DETERMINING EMBEDDING VECTORS FOR PROCESSING MEDICAL CLAIMS (Optum, Inc.) (20240711)
  • 20240135460. SYSTEMS AND METHODS FOR DETERMINING EMBEDDING VECTORS FOR PROCESSING MEDICAL CLAIMS (Optum, Inc.) (20240425)

Priyank JAIN

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Optum, Inc.: 2 patents
• Recent patents:
  • 20240233031. SYSTEMS AND METHODS FOR DETERMINING EMBEDDING VECTORS FOR PROCESSING MEDICAL CLAIMS (Optum, Inc.) (20240711)
  • 20240135460. SYSTEMS AND METHODS FOR DETERMINING EMBEDDING VECTORS FOR PROCESSING MEDICAL CLAIMS (Optum, Inc.) (20240425)

Ghafran Abbas of Ashburn VA (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Vitalchat, Inc.: 2 patents
• Recent patents:
  • 20240236277. Patient Room Real-Time Monitoring and Alert System (Vitalchat, Inc.) (20240711)
  • 20240422295. Client-side Patient Room Real-Time Monitoring and Alerting System (Vitalchat, Inc.) (20241219)

Nicholas Dryer of North Barrington IL (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • BNSF Railway Company: 2 patents
• Recent patents:
  • 20240257030. RAILROAD OPERATIONS IMAGE DETECTION AND IDENTIFICATION SYSTEM AND METHOD THEREFOR (BNSF Railway Company) (20240801)
  • 20240070598. RAILROAD OPERATIONS IMAGE DETECTION AND IDENTIFICATION SYSTEM AND METHOD THEREFOR (BNSF Railway Company) (20240229)

Zachery Bettis of Fort Worth TX (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • BNSF Railway Company: 2 patents
• Recent patents:
  • 20240257030. RAILROAD OPERATIONS IMAGE DETECTION AND IDENTIFICATION SYSTEM AND METHOD THEREFOR (BNSF Railway Company) (20240801)
  • 20240070598. RAILROAD OPERATIONS IMAGE DETECTION AND IDENTIFICATION SYSTEM AND METHOD THEREFOR (BNSF Railway Company) (20240229)

Bryan Gabric of Weatherford TX (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • BNSF Railway Company: 2 patents
• Recent patents:
  • 20240257030. RAILROAD OPERATIONS IMAGE DETECTION AND IDENTIFICATION SYSTEM AND METHOD THEREFOR (BNSF Railway Company) (20240801)
  • 20240070598. RAILROAD OPERATIONS IMAGE DETECTION AND IDENTIFICATION SYSTEM AND METHOD THEREFOR (BNSF Railway Company) (20240229)

Yong Suk Jin

• Number of Predictive Maintenance patents: 2
• Top companies:
  • SIGNIFI SOLUTIONS INC.: 2 patents
• Recent patents:
  • 20240257587. ASSET MANAGEMENT DEVICE WITH AUTOMATIC CONFIGURATION DETECTION (SIGNIFI SOLUTIONS INC.) (20240801)
  • 20240153335. VERTICAL ASSET MANAGEMENT DEVICE (SIGNIFI SOLUTIONS INC.) (20240509)

Shamira Jaffer

• Number of Predictive Maintenance patents: 2
• Top companies:
  • SIGNIFI SOLUTIONS INC.: 2 patents
• Recent patents:
  • 20240257587. ASSET MANAGEMENT DEVICE WITH AUTOMATIC CONFIGURATION DETECTION (SIGNIFI SOLUTIONS INC.) (20240801)
  • 20240153335. VERTICAL ASSET MANAGEMENT DEVICE (SIGNIFI SOLUTIONS INC.) (20240509)

Santhosh Kumar Vuda

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Oracle International Corporation: 2 patents
• Recent patents:
  • 20240291717. Predictive Analytics For Network Topology Changes (Oracle International Corporation) (20240829)
  • 20240291718. Predictive Analytics For Network Topology Subsets (Oracle International Corporation) (20240829)

Kiran Kumar Palukuri

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Oracle International Corporation: 2 patents
• Recent patents:
  • 20240291717. Predictive Analytics For Network Topology Changes (Oracle International Corporation) (20240829)
  • 20240291718. Predictive Analytics For Network Topology Subsets (Oracle International Corporation) (20240829)

Kumar G Varun of Pleasanton CA (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Oracle International Corporation: 2 patents
• Recent patents:
  • 20240291717. Predictive Analytics For Network Topology Changes (Oracle International Corporation) (20240829)
  • 20240291718. Predictive Analytics For Network Topology Subsets (Oracle International Corporation) (20240829)

Jerry Paul Russell of Seattle WA (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Oracle International Corporation: 2 patents
• Recent patents:
  • 20240291717. Predictive Analytics For Network Topology Changes (Oracle International Corporation) (20240829)
  • 20240291718. Predictive Analytics For Network Topology Subsets (Oracle International Corporation) (20240829)

MASAAKI KURANUKI

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Panasonic Intellectual Property Management Co., Ltd.: 2 patents
• Recent patents:
  • 20240351442. FAILURE PREDICTION SYSTEM, FAILURE PREDICTION METHOD, AND FAILURE PREDICTION PROGRAM (Panasonic Intellectual Property Management Co., Ltd.) (20241024)
  • 20240116522. FAILURE PREDICTION SYSTEM, FAILURE PREDICTION METHOD, AND FAILURE PREDICTION PROGRAM (Panasonic Intellectual Property Management Co., Ltd.) (20240411)

Eyal FAYNEH

• Number of Predictive Maintenance patents: 2
• Top companies:
  • PROTEANTECS LTD.: 2 patents
• Recent patents:
  • 20240353476. INTEGRATED CIRCUIT DEGRADATION ESTIMATION AND TIME-OF-FAILURE PREDICTION USING WORKLOAD AND MARGIN SENSING (PROTEANTECS LTD.) (20241024)
  • 20240036105. INTEGRATED CIRCUIT MARGIN MEASUREMENT AND FAILURE PREDICTION DEVICE (PROTEANTECS LTD.) (20240201)

Evelyn LANDMAN

• Number of Predictive Maintenance patents: 2
• Top companies:
  • PROTEANTECS LTD.: 2 patents
• Recent patents:
  • 20240353476. INTEGRATED CIRCUIT DEGRADATION ESTIMATION AND TIME-OF-FAILURE PREDICTION USING WORKLOAD AND MARGIN SENSING (PROTEANTECS LTD.) (20241024)
  • 20240036105. INTEGRATED CIRCUIT MARGIN MEASUREMENT AND FAILURE PREDICTION DEVICE (PROTEANTECS LTD.) (20240201)

Inbar WEINTROB

• Number of Predictive Maintenance patents: 2
• Top companies:
  • PROTEANTECS LTD.: 2 patents
• Recent patents:
  • 20240353476. INTEGRATED CIRCUIT DEGRADATION ESTIMATION AND TIME-OF-FAILURE PREDICTION USING WORKLOAD AND MARGIN SENSING (PROTEANTECS LTD.) (20241024)
  • 20240036105. INTEGRATED CIRCUIT MARGIN MEASUREMENT AND FAILURE PREDICTION DEVICE (PROTEANTECS LTD.) (20240201)

Yahel DAVID

• Number of Predictive Maintenance patents: 2
• Top companies:
  • PROTEANTECS LTD.: 2 patents
• Recent patents:
  • 20240353476. INTEGRATED CIRCUIT DEGRADATION ESTIMATION AND TIME-OF-FAILURE PREDICTION USING WORKLOAD AND MARGIN SENSING (PROTEANTECS LTD.) (20241024)
  • 20240036105. INTEGRATED CIRCUIT MARGIN MEASUREMENT AND FAILURE PREDICTION DEVICE (PROTEANTECS LTD.) (20240201)

Shai COHEN

• Number of Predictive Maintenance patents: 2
• Top companies:
  • PROTEANTECS LTD.: 2 patents
• Recent patents:
  • 20240353476. INTEGRATED CIRCUIT DEGRADATION ESTIMATION AND TIME-OF-FAILURE PREDICTION USING WORKLOAD AND MARGIN SENSING (PROTEANTECS LTD.) (20241024)
  • 20240036105. INTEGRATED CIRCUIT MARGIN MEASUREMENT AND FAILURE PREDICTION DEVICE (PROTEANTECS LTD.) (20240201)

Evan Weiner of Chicago IL (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Amsted Rail Company, Inc.: 2 patents
• Recent patents:
  • 20240416980. SYSTEMS AND METHODS FOR RAILWAY ASSET MANAGEMENT (Amsted Rail Company, Inc.) (20241219)
  • 20240190488. SYSTEMS AND METHODS FOR RAILWAY ASSET MANAGEMENT (Amsted Rail Company, Inc.) (20240613)

Brad A. Myers of Chicago IL (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Amsted Rail Company, Inc.: 2 patents
• Recent patents:
  • 20240416980. SYSTEMS AND METHODS FOR RAILWAY ASSET MANAGEMENT (Amsted Rail Company, Inc.) (20241219)
  • 20240190488. SYSTEMS AND METHODS FOR RAILWAY ASSET MANAGEMENT (Amsted Rail Company, Inc.) (20240613)

Bijan Kumar Mohanty of Austin TX (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Dell Products L.P.: 2 patents
• Recent patents:
  • 20240419163. AUDIO DATA-BASED DEVICE FAILURE PREDICTION USING ARTIFICIAL INTELLIGENCE TECHNIQUES (Dell Products L.P.) (20241219)
  • 20240273462. SMART ASSET MANAGEMENT FRAMEWORK (Dell Products L.P.) (20240815)

Dennis Vollbracht

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Aptiv Technologies Limited: 2 patents
• Recent patents:
  • 20240012097. Radar System for Automotive Applications (Aptiv Technologies Limited) (20240111)
  • 20240012138. Radar System for Automotive Applications (Aptiv Technologies Limited) (20240111)

Sadam Hussain Kazimi

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Aptiv Technologies Limited: 2 patents
• Recent patents:
  • 20240012097. Radar System for Automotive Applications (Aptiv Technologies Limited) (20240111)
  • 20240012138. Radar System for Automotive Applications (Aptiv Technologies Limited) (20240111)

Sachit Varma

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Aptiv Technologies Limited: 2 patents
• Recent patents:
  • 20240012097. Radar System for Automotive Applications (Aptiv Technologies Limited) (20240111)
  • 20240012138. Radar System for Automotive Applications (Aptiv Technologies Limited) (20240111)

Jun WANG

• Number of Predictive Maintenance patents: 2
• Top companies:
  • XI'AN AEROSPACE PROPULSION INSTITUTE: 1 patents
  • CHINA NATIONAL ELECTRIC APPARATUS RESEARCH INSTITUTE CO., LTD.: 1 patents
• Recent patents:
  • 20240183042. LUNAR BASE ENERGY SUPPLY AND APPLICATION SYSTEM BASED ON PHOTOCATALYTIC WATER SPLITTING HYDROGEN PRODUCTION TECHNOLOGY (XI'AN AEROSPACE PROPULSION INSTITUTE) (20240606)
  • 20240210347. REAL-TIME MONITORING DEVICE AND METHOD FOR SURFACE SALT DEPOSITION AMOUNT (CHINA NATIONAL ELECTRIC APPARATUS RESEARCH INSTITUTE CO., LTD.) (20240627)

Krishna Prabhakar of Los Altos Hills CA (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Arista Networks, Inc.: 2 patents
• Recent patents:
  • 20240411638. System with Predictive Model for Server Infrastructure Failure Handling (Arista Networks, Inc.) (20241212)
  • 20240411652. PREDICTIVE MODEL FOR HANDLING NETWORK CONFIGURATION FAILURES (Arista Networks, Inc.) (20241212)

Rajarao Bhagya Prasad Nittur of Milpitas CA (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Arista Networks, Inc.: 2 patents
• Recent patents:
  • 20240411638. System with Predictive Model for Server Infrastructure Failure Handling (Arista Networks, Inc.) (20241212)
  • 20240411652. PREDICTIVE MODEL FOR HANDLING NETWORK CONFIGURATION FAILURES (Arista Networks, Inc.) (20241212)

Rajesh Kumar Ganapathy Achari

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Arista Networks, Inc.: 2 patents
• Recent patents:
  • 20240411638. System with Predictive Model for Server Infrastructure Failure Handling (Arista Networks, Inc.) (20241212)
  • 20240411652. PREDICTIVE MODEL FOR HANDLING NETWORK CONFIGURATION FAILURES (Arista Networks, Inc.) (20241212)

Madhusudhan Chitradurga Sethuram Setty

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Arista Networks, Inc.: 2 patents
• Recent patents:
  • 20240411638. System with Predictive Model for Server Infrastructure Failure Handling (Arista Networks, Inc.) (20241212)
  • 20240411652. PREDICTIVE MODEL FOR HANDLING NETWORK CONFIGURATION FAILURES (Arista Networks, Inc.) (20241212)

Yongwong KWON

• Number of Predictive Maintenance patents: 2
• Top companies:
  • SAMSUNG ELECTRONICS CO., LTD.: 1 patents
  • Samsung Electronics Co., Ltd.: 1 patents
• Recent patents:
  • 20240160511. FAILURE PREDICTION APPARATUS AND METHOD FOR STORAGE DEVICES (SAMSUNG ELECTRONICS CO., LTD.) (20240516)
  • 20240345906. STORAGE DEVICE PREDICTING FAILURE USING MACHINE LEARNING AND METHOD OF OPERATING THE SAME (Samsung Electronics Co., Ltd.) (20241017)

Top Collaborations in Predictive Maintenance

Top US States for Predictive Maintenance Inventors

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Top Cities for Predictive Maintenance Inventors

• Bangalore: 34 inventors
• Dalian, Liaoning: 19 inventors
• Seoul: 18 inventors
• Guangzhou City: 17 inventors
• Atlanta: 15 inventors
• Chicago: 14 inventors
• Austin: 13 inventors
• Charlotte: 12 inventors
• Chengdu: 12 inventors
• Sunnyvale: 9 inventors
• Silver Spring: 9 inventors
• Shanghai: 9 inventors
• Beijing: 9 inventors
• Santa Clara: 8 inventors
• San Diego: 8 inventors
• Daejeon: 8 inventors
• Calgary: 8 inventors
• Xi'an, Shaanxi: 8 inventors
• Orlando: 8 inventors
• Zhangjiakou: 8 inventors