Predictive Maintenance Patent Application Trends 2025

Predictive Maintenance patent applications in 2025

Top Technology Areas in Predictive Maintenance

Top CPC Codes

• G06N20/00 (Machine learning)
  • Count: 10 patents
  • Example: 20250036455. ADJUSTED GROUP EXECUTION FRAMEWORK FOR MONOLITHIC APPLICATIONS WITH PREDICTIVE DIAGNOSTICS (VMware LLC)
• G06Q10/20 (Administration of product repair or maintenance)
  • Count: 9 patents
  • Example: 20250045709. SYSTEMS AND METHODS FOR ADVANCED VEHICLE REPAIR SYSTEMS (State Farm Mutual Automobile Insurance Company)
• G05B23/0283 (CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (systems for controlling or regulating non-electric variables)
  • Count: 8 patents
  • Example: 20250036118. PREDICTIVE MAINTENANCE METHOD FOR INDUSTRIAL EQUIPMENT BASED ON MAINTENANCE PREDICTION MODEL EXPLAINABLE IN TIME-FREQUENCY DOMAIN AND APPARATUS FOR PERFORMING THE METHOD (HL MANDO CORPORATION)
• G16H40/63 (for local operation)
  • Count: 5 patents
  • Example: 20250118425. Medication Adherence Device And Coordinated Care Platform (WatchRX, Inc.)
• G06Q40/06 (Asset management; Financial planning or analysis)
  • Count: 4 patents
  • Example: 20250069145. SYSTEM AND METHOD FOR MANAGEMENT OF PHYSICAL ASSETS (CURIE TECHNOLOGIES, INC.)
• G07C5/008 ({communicating information to a remotely located station (transmission systems for measured values)
  • Count: 3 patents
  • Example: 20250118117. VEHICLE SAFETY MONITORING SYSTEM BASED ON INTERNET OF THINGS (THE THIRD RESEARCH INSTITUTE OF MINISTRY OF PUBLIC SECURITY)
• G06F11/3409 ({for performance assessment})
  • Count: 3 patents
  • Example: 20250036455. ADJUSTED GROUP EXECUTION FRAMEWORK FOR MONOLITHIC APPLICATIONS WITH PREDICTIVE DIAGNOSTICS (VMware LLC)
• H04W4/029 (WIRELESS COMMUNICATION NETWORKS (broadcast communication)
  • Count: 3 patents
  • Example: 20250045539. DUAL MODE ASSET MANAGEMENT (Troverlo, Inc.)
• G16H40/40 (for the management of medical equipment or devices, e.g. scheduling maintenance or upgrades)
  • Count: 3 patents
  • Example: 20250024578. METHODS AND SYSTEMS FOR MONITORING EVENTS RELATED TO X-RAY TUBES (GE Precision Healthcare LLC)
• B28B17/0081 (SHAPING CLAY OR OTHER CERAMIC COMPOSITIONS; SHAPING SLAG; SHAPING MIXTURES CONTAINING CEMENTITIOUS MATERIAL, e.g. PLASTER (foundry moulding)
  • Count: 2 patents
  • Example: 20250114971. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC)

Top Companies in Predictive Maintenance 2025

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JPMorgan Chase Bank, N.A.

• Number of Predictive Maintenance patents: 4
• Top CPC codes:
  • G06F11/3447 ({Performance evaluation by modeling}): 1 patents
  • G06F11/3051 (Monitoring): 1 patents
  • G06F16/3334 ({Selection or weighting of terms from queries, including natural language queries}): 1 patents
• Recent patents:
  • 20250094462. METHOD AND SYSTEM FOR AUTOMATED INFORMATION MANAGEMENT (JPMorgan Chase Bank, N.A.) (20250320)
  • 20250124389. METHOD AND SYSTEM FOR AUTOMATED SCORING OF DEVELOPMENT TASKS BY USING ARTIFICIAL INTELLIGENCE (JPMorgan Chase Bank, N.A.) (20250417)
  • 20250103973. METHOD AND SYSTEM FOR MANAGING RESOURCES USING PREDICTIVE ANALYTICS (JPMorgan Chase Bank, N.A.) (20250327)

Armada Systems Inc.

• Number of Predictive Maintenance patents: 4
• Top CPC codes:
  • G08G1/20 ({Monitoring the location of vehicles belonging to a group, e.g. fleet of vehicles, countable or determined number of vehicles}): 1 patents
  • G07C5/008 ({communicating information to a remotely located station (transmission systems for measured values): 1 patents
  • G08G1/13 (TRAFFIC CONTROL SYSTEMS (guiding railway traffic, ensuring the safety of railway traffic): 1 patents
• Recent patents:
  • 20250077216. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)
  • 20250077982. FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS DEPLOYED FROM CLOUD TO EDGE (Armada Systems Inc.) (20250306)
  • 20250077992. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)

CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.

• Number of Predictive Maintenance patents: 4
• Top CPC codes:
  • G05B19/406 (CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (systems for controlling or regulating non-electric variables): 1 patents
  • G05B19/4166 (CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (systems for controlling or regulating non-electric variables): 1 patents
  • G05B2219/31439 (CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS (systems for controlling or regulating non-electric variables): 1 patents
• Recent patents:
  • 20250093854. INDUSTRIAL INTERNET OF THINGS WITH SENSING NETWORK PLATFORM IN POST-SUB-PLATFORM TYPE WHERE ISSUING CACHE IS SET AND CONTROLLING METHOD THEREOF (CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.) (20250320)
  • 20250109977. METHOD AND INDUSTRIAL INTERNET OF THINGS SYSTEM FOR DETERMINING RELIABILITY SCORE OF GAS METER (CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.) (20250403)
  • 20250147490. INDUSTRIAL INTERNET OF THINGS SERVICE INFORMATION PROCESSING SYSTEM BASED ON SERVICE CLOUD PLATFORM AND METHOD THEREOF (CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.) (20250508)

Truist Bank

• Number of Predictive Maintenance patents: 3
• Top CPC codes:
  • G06F21/604 (Protecting data): 2 patents
  • G06F2221/2145 (Inheriting rights or properties, e.g., propagation of permissions or restrictions within a hierarchy): 2 patents
  • G06F2221/2141 (Indexing scheme relating to): 1 patents
• Recent patents:
  • 20250139259. ACCESS CONTROL SYSTEM FOR AUTOMATICALLY ADJUSTING ACCESS TO RESOURCES IN RESPONSE TO DETECTING A ROLE CHANGE (Truist Bank) (20250501)
  • 20250139260. ACCESS CONTROL SYSTEM FOR AUTOMATICALLY ADJUSTING ACCESS TO RESOURCES IN RESPONSE TO DETECTING A ROLE CHANGE (Truist Bank) (20250501)
  • 20250028613. AVOIDING FAILED TRANSACTIONS WITH ARTIFICIAL-INTELLIGENCE BASED MONITORING (Truist Bank) (20250123)

SmartPour, LLC

• Number of Predictive Maintenance patents: 2
• Top CPC codes:
  • B28B17/0081 (SHAPING CLAY OR OTHER CERAMIC COMPOSITIONS; SHAPING SLAG; SHAPING MIXTURES CONTAINING CEMENTITIOUS MATERIAL, e.g. PLASTER (foundry moulding): 2 patents
  • G01L9/04 (MEASURING FORCE, STRESS, TORQUE, WORK, MECHANICAL POWER, MECHANICAL EFFICIENCY, OR FLUID PRESSURE (weighing): 2 patents
  • G01L19/0092 (Details of, or accessories for, apparatus for measuring steady or quasi-steady pressure of a fluent medium insofar as such details or accessories are not special to particular types of pressure gauges): 2 patents
• Recent patents:
  • 20250114971. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC) (20250410)
  • 20250114972. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC) (20250410)

Siemens Aktiengesellschaft

• Number of Predictive Maintenance patents: 2
• Top CPC codes:
  • G01D5/3473 (MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR): 1 patents
  • G01D21/02 (MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR): 1 patents
  • G01P3/489 (Digital circuits therefor): 1 patents
• Recent patents:
  • 20250116538. Condition Monitoring for Rotatable Elements (Siemens Aktiengesellschaft) (20250410)
  • 20250172933. METHOD AND CONTROLLER FOR GENERATING A PREDICTIVE MAINTENANCE ALERT (Siemens Aktiengesellschaft) (20250529)

THE THIRD RESEARCH INSTITUTE OF MINISTRY OF PUBLIC SECURITY

• Number of Predictive Maintenance patents: 2
• Top CPC codes:
  • G07C5/0808 ({Diagnosing performance data (testing of vehicles): 1 patents
  • G07C5/006 ({Indicating maintenance}): 1 patents
  • G07C5/008 ({communicating information to a remotely located station (transmission systems for measured values): 1 patents
• Recent patents:
  • 20250118117. VEHICLE SAFETY MONITORING SYSTEM BASED ON INTERNET OF THINGS (THE THIRD RESEARCH INSTITUTE OF MINISTRY OF PUBLIC SECURITY) (20250410)
  • 20250069026. HAZARDOUS CHEMICAL VEHICLE TRANSPORTATION SAFETY MONITORING SYSTEM BASED ON TOTAL FACTOR MANAGEMENT (THE THIRD RESEARCH INSTITUTE OF MINISTRY OF PUBLIC SECURITY) (20250227)

SAUDI ARABIAN OIL COMPANY

• Number of Predictive Maintenance patents: 2
• Top CPC codes:
  • E21B47/01 (Devices for supporting measuring instruments on drill bits, pipes, rods or wirelines; Protecting measuring instruments in boreholes against heat, shock, pressure or the like): 1 patents
  • E21B47/14 (EARTH OR ROCK DRILLING; OBTAINING OIL, GAS, WATER, SOLUBLE OR MELTABLE MATERIALS OR A SLURRY OF MINERALS FROM WELLS): 1 patents
  • E21B47/26 (Storing data down-hole, e.g. in a memory or on a record carrier): 1 patents
• Recent patents:
  • 20250034986. INTEGRATED ON-STREAM INSPECTION VERIFICATION SYSTEM WITH ARTIFICIAL INTELLIGENCE ADVISORY TELESCOPIC STICK (SAUDI ARABIAN OIL COMPANY) (20250130)
  • 20250066833. REAL-TIME MONITORING OF MICROBIAL GROWTH IN WATER FLUID WELLS (SAUDI ARABIAN OIL COMPANY) (20250227)

ROLLS-ROYCE plc

• Number of Predictive Maintenance patents: 2
• Top CPC codes:
  • G01R31/56 (MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES (indicating correct tuning of resonant circuits): 1 patents
  • H02M1/0009 (Details of apparatus for conversion): 1 patents
  • H02M1/327 (Means for protecting converters other than automatic disconnection): 1 patents
• Recent patents:
  • 20250035714. POWER ELECTRONICS CONVERTER (ROLLS-ROYCE plc) (20250130)
  • 20250141313. ELECTRICAL MACHINE CONDITION MONITORING (ROLLS-ROYCE plc) (20250501)

Applied Materials, Inc.

• Number of Predictive Maintenance patents: 2
• Top CPC codes:
  • H01J37/3288 (Gas-filled discharge tubes (heating by discharge): 1 patents
  • B08B9/46 (Inspecting cleaned containers for cleanliness): 1 patents
  • B25J11/0085 (Manipulators not otherwise provided for): 1 patents
• Recent patents:
  • 20250069868. OPTICAL SPECTRUM SENSOR WAFER OR ROBOT FOR CHAMBER CONDITION MONITORING (Applied Materials, Inc.) (20250227)
  • 20250043423. VAPOR CONCENTRATION SENSORS FOR PROCESS CHAMBERS (Applied Materials, Inc.) (20250206)

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

• G06Q10/04 (Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem" (market predictions or forecasting for commercial activities)
  • Count: 1 patents
  • Example: 20250103973. METHOD AND SYSTEM FOR MANAGING RESOURCES USING PREDICTIVE ANALYTICS (JPMorgan Chase Bank, N.A.)
• G06Q10/0631 (Resource planning, allocation, distributing or scheduling for enterprises or organisations)
  • Count: 1 patents
  • Example: 20250103973. METHOD AND SYSTEM FOR MANAGING RESOURCES USING PREDICTIVE ANALYTICS (JPMorgan Chase Bank, N.A.)
• G06N3/088 (Non-supervised learning, e.g. competitive learning)
  • Count: 1 patents
  • Example: 20250103854. PREDICTIVE MAINTENANCE FOR DISTRIBUTED SYSTEMS (HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP)
• G06F11/3006 (Monitoring)
  • Count: 1 patents
  • Example: 20250103854. PREDICTIVE MAINTENANCE FOR DISTRIBUTED SYSTEMS (HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP)
• G06N3/0442 (Recurrent networks, e.g. Hopfield networks)
  • Count: 1 patents
  • Example: 20250103854. PREDICTIVE MAINTENANCE FOR DISTRIBUTED SYSTEMS (HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP)
• G06F9/45558 ({Hypervisor-specific management and integration aspects})
  • Count: 1 patents
  • Example: 20250103379. CONTAINER MANAGEMENT METHOD AND APPARATUS BASED ON CLOUD PLATFORM (New H3C Technologies Co., Ltd.)
• G02B6/428 (Coupling light guides with opto-electronic elements)
  • Count: 1 patents
  • Example: 20250102747. HOUSING STRUCTURE OF OPTICAL MODULE AND OPTICAL MODULECONTAINING THE HOUSING STRUCTURE (Source Photonics (Chengdu) Co.,Ltd.)
• G02B6/4277 (Coupling light guides with opto-electronic elements)
  • Count: 1 patents
  • Example: 20250102747. HOUSING STRUCTURE OF OPTICAL MODULE AND OPTICAL MODULECONTAINING THE HOUSING STRUCTURE (Source Photonics (Chengdu) Co.,Ltd.)
• G02B6/4269 (Coupling light guides with opto-electronic elements)
  • Count: 1 patents
  • Example: 20250102747. HOUSING STRUCTURE OF OPTICAL MODULE AND OPTICAL MODULECONTAINING THE HOUSING STRUCTURE (Source Photonics (Chengdu) Co.,Ltd.)
• G02B6/4262 (Coupling light guides with opto-electronic elements)
  • Count: 1 patents
  • Example: 20250102747. HOUSING STRUCTURE OF OPTICAL MODULE AND OPTICAL MODULECONTAINING THE HOUSING STRUCTURE (Source Photonics (Chengdu) Co.,Ltd.)

Top Companies in Emerging Predictive Maintenance Technologies 2025

• Source Photonics (Chengdu) Co.,Ltd.: 4 patents
• HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: 3 patents
• JPMorgan Chase Bank, N.A.: 2 patents
• New H3C Technologies Co., Ltd.: 1 patents

Top Inventors in Predictive Maintenance

Anish Swaminathan of Greebrae CA (US)

• Number of Predictive Maintenance patents: 4
• Top companies:
  • Armada Systems Inc.: 4 patents
• Recent patents:
  • 20250077216. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)
  • 20250077982. FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS DEPLOYED FROM CLOUD TO EDGE (Armada Systems Inc.) (20250306)
  • 20250077992. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)

Janardhan Prabhakara of Greebrae CA (US)

• Number of Predictive Maintenance patents: 4
• Top companies:
  • Armada Systems Inc.: 4 patents
• Recent patents:
  • 20250077216. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)
  • 20250077982. FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS DEPLOYED FROM CLOUD TO EDGE (Armada Systems Inc.) (20250306)
  • 20250077992. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)

Pradeep Nair of Greebrae CA (US)

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Armada Systems Inc.: 3 patents
• Recent patents:
  • 20250077216. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)
  • 20250077982. FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS DEPLOYED FROM CLOUD TO EDGE (Armada Systems Inc.) (20250306)
  • 20250077992. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)

Pragyana K Mishra of Seattle WA (US)

• Number of Predictive Maintenance patents: 3
• Top companies:
  • Armada Systems Inc.: 3 patents
• Recent patents:
  • 20250077216. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)
  • 20250077982. FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS DEPLOYED FROM CLOUD TO EDGE (Armada Systems Inc.) (20250306)
  • 20250077992. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)

Jiro UZAKI

• Number of Predictive Maintenance patents: 3
• Top companies:
  • JVCKENWOOD Corporation: 2 patents
  • JVCKENWOOD CORPORATION: 1 patents
• Recent patents:
  • 20250014003. CONTENT ASSET MANAGEMENT APPARATUS, CONTENT ASSET MANAGEMENT METHOD, AND CONTENT ASSET MANAGEMENT PROGRAM (JVCKENWOOD Corporation) (20250109)
  • 20250014004. CONTENT ASSET MANAGEMENT APPARATUS, CONTENT ASSET MANAGEMENT METHOD, AND CONTENT ASSET MANAGEMENT PROGRAM (JVCKENWOOD Corporation) (20250109)
  • 20250016393. CONTENT DELIVERY APPARATUS, CONTENT DELIVERY METHOD, CONTENT DELIVERY PROGRAM (JVCKENWOOD CORPORATION) (20250109)

Ashley McWatters of Vancouver WA (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • SmartPour, LLC: 2 patents
• Recent patents:
  • 20250114971. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC) (20250410)
  • 20250114972. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC) (20250410)

Cory Church of Vancouver WA (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • SmartPour, LLC: 2 patents
• Recent patents:
  • 20250114971. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC) (20250410)
  • 20250114972. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC) (20250410)

Greg Lucier of Raleigh NC (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • SmartPour, LLC: 2 patents
• Recent patents:
  • 20250114971. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC) (20250410)
  • 20250114972. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC) (20250410)

Harley Meiers of Seattle WA (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • SmartPour, LLC: 2 patents
• Recent patents:
  • 20250114971. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC) (20250410)
  • 20250114972. FORM PRESSURE CONCRETE MONITOR (SmartPour, LLC) (20250410)

Caixia Liu

• Number of Predictive Maintenance patents: 2
• Top companies:
  • THE THIRD RESEARCH INSTITUTE OF MINISTRY OF PUBLIC SECURITY: 2 patents
• Recent patents:
  • 20250118117. VEHICLE SAFETY MONITORING SYSTEM BASED ON INTERNET OF THINGS (THE THIRD RESEARCH INSTITUTE OF MINISTRY OF PUBLIC SECURITY) (20250410)
  • 20250069026. HAZARDOUS CHEMICAL VEHICLE TRANSPORTATION SAFETY MONITORING SYSTEM BASED ON TOTAL FACTOR MANAGEMENT (THE THIRD RESEARCH INSTITUTE OF MINISTRY OF PUBLIC SECURITY) (20250227)

Paulas SEKARAN

• Number of Predictive Maintenance patents: 2
• Top companies:
  • ROLLS-ROYCE PLC: 2 patents
• Recent patents:
  • 20250003351. APPARATUS AND METHODS FOR MONITORING PROPULSION SYSTEMS (ROLLS-ROYCE PLC) (20250102)
  • 20250003352. APPARATUS AND METHODS FOR MONITORING PROPULSION SYSTEMS (ROLLS-ROYCE PLC) (20250102)

Philip Naylor

• Number of Predictive Maintenance patents: 2
• Top companies:
  • ROLLS-ROYCE PLC: 2 patents
• Recent patents:
  • 20250003351. APPARATUS AND METHODS FOR MONITORING PROPULSION SYSTEMS (ROLLS-ROYCE PLC) (20250102)
  • 20250003352. APPARATUS AND METHODS FOR MONITORING PROPULSION SYSTEMS (ROLLS-ROYCE PLC) (20250102)

Justin Sindewald of Chicago IL (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • UNITED AIRLINES, INC.: 2 patents
• Recent patents:
  • 20250042570. CABIN AIR COMPRESSOR FAILURE ALERT SYSTEM (UNITED AIRLINES, INC.) (20250206)
  • 20250123039. AIR CYCLE MACHINE FAILURE ALERT SYSTEM (UNITED AIRLINES, INC.) (20250417)

Shuang Ling of Chicago IL (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • UNITED AIRLINES, INC.: 2 patents
• Recent patents:
  • 20250042570. CABIN AIR COMPRESSOR FAILURE ALERT SYSTEM (UNITED AIRLINES, INC.) (20250206)
  • 20250123039. AIR CYCLE MACHINE FAILURE ALERT SYSTEM (UNITED AIRLINES, INC.) (20250417)

Cody William Catalena of College Station TX (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Troverlo, Inc.: 2 patents
• Recent patents:
  • 20250045539. DUAL MODE ASSET MANAGEMENT (Troverlo, Inc.) (20250206)
  • 20250056275. DUAL MODE ASSET MANAGEMENT (Troverlo, Inc.) (20250213)

Cheng HE

• Number of Predictive Maintenance patents: 2
• Top companies:
  • SLENERGY TECHNOLOGY (A.H.). CO., LTD.: 2 patents
• Recent patents:
  • 20250132726. PHOTOVOLATIC DETECTION ASSEMBLY (SLENERGY TECHNOLOGY (A.H.). CO., LTD.) (20250424)
  • 20250125768. PHOTOVOLATIC DETECTION ASSEMBLY (SLENERGY TECHNOLOGY (A.H.). CO., LTD.) (20250417)

YuYao DAI

• Number of Predictive Maintenance patents: 2
• Top companies:
  • SLENERGY TECHNOLOGY (A.H.). CO., LTD.: 2 patents
• Recent patents:
  • 20250132726. PHOTOVOLATIC DETECTION ASSEMBLY (SLENERGY TECHNOLOGY (A.H.). CO., LTD.) (20250424)
  • 20250125768. PHOTOVOLATIC DETECTION ASSEMBLY (SLENERGY TECHNOLOGY (A.H.). CO., LTD.) (20250417)

Sanjib SAHOO of Naperville IL (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Ingram Micro Inc.: 2 patents
• Recent patents:
  • 20250078011. SYSTEMS AND METHODS FOR INTEGRATING REAL-TIME BUSINESS INSIGHTS (Ingram Micro Inc.) (20250306)
  • 20250078145. SYSTEMS AND METHODS FOR END USER VIEW B2B/B2C MODE (Ingram Micro Inc.) (20250306)

Kathlene Judd of Raleigh NC (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Truist Bank: 2 patents
• Recent patents:
  • 20250139259. ACCESS CONTROL SYSTEM FOR AUTOMATICALLY ADJUSTING ACCESS TO RESOURCES IN RESPONSE TO DETECTING A ROLE CHANGE (Truist Bank) (20250501)
  • 20250139260. ACCESS CONTROL SYSTEM FOR AUTOMATICALLY ADJUSTING ACCESS TO RESOURCES IN RESPONSE TO DETECTING A ROLE CHANGE (Truist Bank) (20250501)

Masahiro TSURUYA

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Hitachi Vantara, Ltd.: 2 patents
• Recent patents:
  • 20250173070. STORAGE SYSTEM AND POWER CONSUMPTION SUPPRESSING METHOD (Hitachi Vantara, Ltd.) (20250529)
  • 20250173073. STORAGE SYSTEM AND A METHOD OF CONTROLLING ENERGY CONSUMPTION THEREIN (Hitachi Vantara, Ltd.) (20250529)

Tomohiro YOSHIHARA

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Hitachi Vantara, Ltd.: 2 patents
• Recent patents:
  • 20250173070. STORAGE SYSTEM AND POWER CONSUMPTION SUPPRESSING METHOD (Hitachi Vantara, Ltd.) (20250529)
  • 20250173073. STORAGE SYSTEM AND A METHOD OF CONTROLLING ENERGY CONSUMPTION THEREIN (Hitachi Vantara, Ltd.) (20250529)

Norio SHIMOZONO

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Hitachi Vantara, Ltd.: 2 patents
• Recent patents:
  • 20250173070. STORAGE SYSTEM AND POWER CONSUMPTION SUPPRESSING METHOD (Hitachi Vantara, Ltd.) (20250529)
  • 20250173073. STORAGE SYSTEM AND A METHOD OF CONTROLLING ENERGY CONSUMPTION THEREIN (Hitachi Vantara, Ltd.) (20250529)

Hanshu SHAO

• Number of Predictive Maintenance patents: 2
• Top companies:
  • CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.: 2 patents
• Recent patents:
  • 20250093841. METHOD AND SYSTEM FOR INTELLIGENT MONITORING OF CNC PROCESSING BASED ON INDUSTRIAL INTERNET OF THINGS (CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.) (20250320)
  • 20250147490. INDUSTRIAL INTERNET OF THINGS SERVICE INFORMATION PROCESSING SYSTEM BASED ON SERVICE CLOUD PLATFORM AND METHOD THEREOF (CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.) (20250508)

Zehua SHAO

• Number of Predictive Maintenance patents: 2
• Top companies:
  • CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.: 2 patents
• Recent patents:
  • 20250093854. INDUSTRIAL INTERNET OF THINGS WITH SENSING NETWORK PLATFORM IN POST-SUB-PLATFORM TYPE WHERE ISSUING CACHE IS SET AND CONTROLLING METHOD THEREOF (CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.) (20250320)
  • 20250109977. METHOD AND INDUSTRIAL INTERNET OF THINGS SYSTEM FOR DETERMINING RELIABILITY SCORE OF GAS METER (CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.) (20250403)

Yongzeng LIANG

• Number of Predictive Maintenance patents: 2
• Top companies:
  • CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.: 2 patents
• Recent patents:
  • 20250093854. INDUSTRIAL INTERNET OF THINGS WITH SENSING NETWORK PLATFORM IN POST-SUB-PLATFORM TYPE WHERE ISSUING CACHE IS SET AND CONTROLLING METHOD THEREOF (CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.) (20250320)
  • 20250109977. METHOD AND INDUSTRIAL INTERNET OF THINGS SYSTEM FOR DETERMINING RELIABILITY SCORE OF GAS METER (CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.) (20250403)

Scott Andrew SMITH of Ocala FL (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • C Squared IP Holdings LLC: 2 patents
• Recent patents:
  • 20250085940. SOFTWARE SYSTEMS AND METHODS FOR MULTIPLE TALP FAMILY ENHANCEMENT AND MANAGEMENT (C Squared IP Holdings LLC) (20250313)
  • 20250085941. METHODS AND SYSTEMS FOR SOFTWARE ENHANCEMENT AND MANAGEMENT USING TALP EXTENSIONS FOR BLOCKCHAIN-BASED PARALLEL AND AI PROCESSING (C Squared IP Holdings LLC) (20250313)

Christopher Graham SMITH of Aurora CO (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • C Squared IP Holdings LLC: 2 patents
• Recent patents:
  • 20250085940. SOFTWARE SYSTEMS AND METHODS FOR MULTIPLE TALP FAMILY ENHANCEMENT AND MANAGEMENT (C Squared IP Holdings LLC) (20250313)
  • 20250085941. METHODS AND SYSTEMS FOR SOFTWARE ENHANCEMENT AND MANAGEMENT USING TALP EXTENSIONS FOR BLOCKCHAIN-BASED PARALLEL AND AI PROCESSING (C Squared IP Holdings LLC) (20250313)

Kevin David HOWARD of Mesa AZ (US)

• Number of Predictive Maintenance patents: 2
• Top companies:
  • C Squared IP Holdings LLC: 2 patents
• Recent patents:
  • 20250085940. SOFTWARE SYSTEMS AND METHODS FOR MULTIPLE TALP FAMILY ENHANCEMENT AND MANAGEMENT (C Squared IP Holdings LLC) (20250313)
  • 20250085941. METHODS AND SYSTEMS FOR SOFTWARE ENHANCEMENT AND MANAGEMENT USING TALP EXTENSIONS FOR BLOCKCHAIN-BASED PARALLEL AND AI PROCESSING (C Squared IP Holdings LLC) (20250313)

Chao ZHAN

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Ludong University: 2 patents
• Recent patents:
  • 20250154862. INTELLIGENT MONITORING SYSTEM FOR OIL DEVELOPMENT PLATFORM (Ludong University) (20250515)
  • 20250146392. REAL-TIME MONITORING SYSTEM FOR INTERNAL ENVIRONMENT OF OIL WELL PLATFORM (Ludong University) (20250508)

Qing WANG

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Ludong University: 2 patents
• Recent patents:
  • 20250154862. INTELLIGENT MONITORING SYSTEM FOR OIL DEVELOPMENT PLATFORM (Ludong University) (20250515)
  • 20250146392. REAL-TIME MONITORING SYSTEM FOR INTERNAL ENVIRONMENT OF OIL WELL PLATFORM (Ludong University) (20250508)

Jun ZHU

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Ludong University: 2 patents
• Recent patents:
  • 20250154862. INTELLIGENT MONITORING SYSTEM FOR OIL DEVELOPMENT PLATFORM (Ludong University) (20250515)
  • 20250146392. REAL-TIME MONITORING SYSTEM FOR INTERNAL ENVIRONMENT OF OIL WELL PLATFORM (Ludong University) (20250508)

Hongyuan SHI

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Ludong University: 2 patents
• Recent patents:
  • 20250154862. INTELLIGENT MONITORING SYSTEM FOR OIL DEVELOPMENT PLATFORM (Ludong University) (20250515)
  • 20250146392. REAL-TIME MONITORING SYSTEM FOR INTERNAL ENVIRONMENT OF OIL WELL PLATFORM (Ludong University) (20250508)

Jun YUE

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Ludong University: 2 patents
• Recent patents:
  • 20250154862. INTELLIGENT MONITORING SYSTEM FOR OIL DEVELOPMENT PLATFORM (Ludong University) (20250515)
  • 20250146392. REAL-TIME MONITORING SYSTEM FOR INTERNAL ENVIRONMENT OF OIL WELL PLATFORM (Ludong University) (20250508)

Yan LI

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Ludong University: 2 patents
• Recent patents:
  • 20250154862. INTELLIGENT MONITORING SYSTEM FOR OIL DEVELOPMENT PLATFORM (Ludong University) (20250515)
  • 20250146392. REAL-TIME MONITORING SYSTEM FOR INTERNAL ENVIRONMENT OF OIL WELL PLATFORM (Ludong University) (20250508)

Teng SU

• Number of Predictive Maintenance patents: 2
• Top companies:
  • Ludong University: 2 patents
• Recent patents:
  • 20250154862. INTELLIGENT MONITORING SYSTEM FOR OIL DEVELOPMENT PLATFORM (Ludong University) (20250515)
  • 20250146392. REAL-TIME MONITORING SYSTEM FOR INTERNAL ENVIRONMENT OF OIL WELL PLATFORM (Ludong University) (20250508)

Dirk SCHEIBNER

• Number of Predictive Maintenance patents: 1
• Top companies:
  • Siemens Aktiengesellschaft: 1 patents
• Recent patents:
  • 20250116538. Condition Monitoring for Rotatable Elements (Siemens Aktiengesellschaft) (20250410)

Ulf BORMANN

• Number of Predictive Maintenance patents: 1
• Top companies:
  • Siemens Aktiengesellschaft: 1 patents
• Recent patents:
  • 20250116538. Condition Monitoring for Rotatable Elements (Siemens Aktiengesellschaft) (20250410)

Jürgen SCHIMMER

• Number of Predictive Maintenance patents: 1
• Top companies:
  • Siemens Aktiengesellschaft: 1 patents
• Recent patents:
  • 20250116538. Condition Monitoring for Rotatable Elements (Siemens Aktiengesellschaft) (20250410)

Roland FINKLER

• Number of Predictive Maintenance patents: 1
• Top companies:
  • Siemens Aktiengesellschaft: 1 patents
• Recent patents:
  • 20250116538. Condition Monitoring for Rotatable Elements (Siemens Aktiengesellschaft) (20250410)

Christopher LANKEIT

• Number of Predictive Maintenance patents: 1
• Top companies:
  • HELLA GmbH & Co. KGaA: 1 patents
• Recent patents:
  • 20250116697. CURRENT PATH DIAGNOSIS WITH THE AID OF AN ELECTRONIC FUSE (HELLA GmbH & Co. KGaA) (20250410)

Niklas MAY-JOHANN

• Number of Predictive Maintenance patents: 1
• Top companies:
  • HELLA GmbH & Co. KGaA: 1 patents
• Recent patents:
  • 20250116697. CURRENT PATH DIAGNOSIS WITH THE AID OF AN ELECTRONIC FUSE (HELLA GmbH & Co. KGaA) (20250410)

Slawomir Grzonkowski

• Number of Predictive Maintenance patents: 1
• Top companies:
  • Tenable, Inc.: 1 patents
• Recent patents:
  • 20250117380. SYSTEM AND METHODS TO FACILITATE USAGE OF NATURAL LANGUAGE FOR CYBER ASSET MANAGEMENT (Tenable, Inc.) (20250410)

Shawn Gaston of Fredericksburg VA (US)

• Number of Predictive Maintenance patents: 1
• Top companies:
  • Tenable, Inc.: 1 patents
• Recent patents:
  • 20250117380. SYSTEM AND METHODS TO FACILITATE USAGE OF NATURAL LANGUAGE FOR CYBER ASSET MANAGEMENT (Tenable, Inc.) (20250410)

Jeffrey Stuart Cotton of Laguna Hills CA (US)

• Number of Predictive Maintenance patents: 1
• Top companies:
  • AutoAlert, LLC: 1 patents
• Recent patents:
  • 20250117837. USER INTERFACES FOR ASSET AND TRANSACTION MANAGEMENT (AutoAlert, LLC) (20250410)

Boyd Hodgson Warner of San Clemente CA (US)

• Number of Predictive Maintenance patents: 1
• Top companies:
  • AutoAlert, LLC: 1 patents
• Recent patents:
  • 20250117837. USER INTERFACES FOR ASSET AND TRANSACTION MANAGEMENT (AutoAlert, LLC) (20250410)

James Arthur Roach of Highland Village TX (US)

• Number of Predictive Maintenance patents: 1
• Top companies:
  • AutoAlert, LLC: 1 patents
• Recent patents:
  • 20250117837. USER INTERFACES FOR ASSET AND TRANSACTION MANAGEMENT (AutoAlert, LLC) (20250410)

Levko Zhuravchak of Mission Viejo CA (US)

• Number of Predictive Maintenance patents: 1
• Top companies:
  • AutoAlert, LLC: 1 patents
• Recent patents:
  • 20250117837. USER INTERFACES FOR ASSET AND TRANSACTION MANAGEMENT (AutoAlert, LLC) (20250410)

Jayanthi Narasimhan of Acton MA (US)

• Number of Predictive Maintenance patents: 1
• Top companies:
  • WatchRX, Inc.: 1 patents
• Recent patents:
  • 20250118425. Medication Adherence Device And Coordinated Care Platform (WatchRX, Inc.) (20250410)

Arun Buduri of Somerville MA (US)

• Number of Predictive Maintenance patents: 1
• Top companies:
  • WatchRX, Inc.: 1 patents
• Recent patents:
  • 20250118425. Medication Adherence Device And Coordinated Care Platform (WatchRX, Inc.) (20250410)

Hyun Seo PARK

• Number of Predictive Maintenance patents: 1
• Top companies:
  • Electronics and Telecommunications Research Institute: 1 patents
• Recent patents:
  • 20250119969. METHOD AND APPARATUS FOR COMMUNICATION FAILURE PREDICTION AND RECOVERY (Electronics and Telecommunications Research Institute) (20250410)

Top Collaborations in Predictive Maintenance

Top US States for Predictive Maintenance Inventors

Top Cities for Predictive Maintenance Inventors

• Beijing: 20 inventors
• Greebrae: 15 inventors
• Chengdu: 14 inventors
• San Jose: 13 inventors
• Seattle: 12 inventors
• Daejeon: 11 inventors
• London: 11 inventors
• Bangalore: 11 inventors
• Tokyo: 11 inventors
• Singapore: 10 inventors
• Silver Spring: 10 inventors
• Hong Kong: 10 inventors
• Seoul: 9 inventors
• Nanning: 9 inventors
• Qingdao: 8 inventors
• Houston: 8 inventors
• Haifa: 7 inventors
• Nanjing: 7 inventors
• WUHAN: 7 inventors
• Yantai: 7 inventors