TNP Proprietary Innovations that solve “Grand Challenge” Problems across multiple commercial and defense industries
Situational Awareness
- Top challenge for all Defense (land/air/sea/space) assets involving human-in-the-loop (HITL) supervisory control of complex engineering assets
Prognostic Digital Twins
System Control and Data Acquisition (SCADA) prognostic cyber security
Software Aging and Rejuvenation (SAR)
- In complex software stacks, “un-fixable” memory leaks and resource-contention mechanisms cause costly hangs and crashes, and multiple loss-of-life events
Rail Road Locomotive & Rolling-Stock Prognostics for Passenger and Freight Trains
- FRA data in 2024 shows 793 Class I railroad derailments, excluding smaller/non-Class I operations. The USA has total detrainments of 1,700 per year or ~32 per week across the 136,000 miles of USA tracks
- TNP’s AI-MSET™ solution also applies to the large-city Metro Light-Rail systems
New TNP Technique for Railroad Bridge Continuous Realtime Integrity Assessment
- AI-MSET™ based “Telemetric Impulsional Response Fingerprints” (TIRFs)
Wind Turbine Advanced Predictive and Prescriptive Maintenance Prognostics
Advanced Manufacturing Industries: Predictive and Prescriptive Maintenance
- Higher MFG plant availability for critical assets
- Higher yield, shorter cycle times, higher throughput
- Lower scrap rates (direct cost on bottom line)
- Lower "Early-Life-Failures" (ELFs) for Manufactured Products
- Condition-based-maintenance (CBM) for MFG plant assets (saves substantial operations & maintenance (O&M) costs compared with presently practiced time-based maintenance strategies)
- The proven ability to achieve "smart recalls" (which we for enterprise computing manufacturing applications called "Surgical Recalls"), which saves the manufacturing company megabucks compared with general world-wide recalls)
Advanced Low-IO AI-MSET™ Prognostics with High Frequency Waveforms
- Vibrations (KHz)
- Acoustics (MHz)
- IR Thermal Imagery (GHz)
Low-temperature desalination of sea water
Improved low-cost process for extraction of Lithium from brine
Detection of counterfeit pharmaceuticals
- $200B per yr problem for all “Big Pharma” companies that leads to very many human deaths internationally [outside USA]
Elimination of thermal-runaway effect for Li-H Batteries
- $100B per year problem from fires, explosions, many loss-of-life events, and restrictions on all EV charging systems to limit the rate of charge and the total range
- World-wide there are thousands of thermal run-a-way–related incidents (~5,000 per year)