TNP-Patented Innovations that solve “Grand Challenge Problems” across multiple commercial and defense industries
Telemetry
- Black Box Recorders, Zeno’s Circular File
Electronic Prognostics
- Proactively detects the incipience of anomalies in embedded CPUs, GPUs, Command-and-Control Electronics, and solid-state Printed-Circuit-Board (PCB) components
Optimized Power Management (OPM)
- Saves substantial energy in IT Data Centers, while speeding up all CPU-intensive and IO-intensive workload computations
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 with Integrated AI “Autonomous Ambient Compensation”
System Control and Data Acquisition (SCADA) prognostic cyber security with APR
- SCADA systems for utilities, military bases, water treatment facilities, chemical processing plants, Railroad Switch & Crossing systems, etc., are quite vulnerable to malicious intrusion hacks
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
De-Risking of Carbon-Sequestration Processing, Transport, and Storage
- 100s of Tons of dangerous/deadly gas are being processed, transported, and stored in high-pressure repositories in the ground, with no current technology for identification of the sources of leaks
Rail Road Locomotive & Rolling-Stock Prognostics for Passenger and Freight Trains
- USA alone averages 6 derailment crashes 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)
No-Faults-Found (NFFs)
- Substantial ROI across multiple commercial and defense industries
- All large commercial airlines have 50% NFF rates
- All Defense (land/air/sea) assets have > 60% NFF rates
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 yr 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