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Point Prognostics: Closed Loop Particle Forecasting Platform for Decision Support and System Prognostics
TS-049903 — A scalable, adaptive computational platform (software) that performs accurate, predictive computer simulations in less time, with the end goal of supporting a decision-making agency
A report by IOT Analytics evaluated the predictive maintenance (PdM) market at $1.5 billion in 2016 and anticipated a growth of 39% annually to $10.96 billion by 2022. Particle methods (broadly known as "Monte Carlo'' methods, or, MC) are a class of computational algorithms used in Pd…
  • College: College of Engineering (COE)
  • Inventors: Kumar, Mrinal "Mrinal"; Yang, Chao "Chao"
  • Licensing Officer: Zinn, Ryan

Point Prognostics: Closed Loop Particle Forecasting Platform for Decision Support and System Prognostics
TS-049903 — A scalable, adaptive computational platform (software) that performs accurate, predictive computer simulations in less time, with the end goal of supporting a decision-making agency
A report by IOT Analytics evaluated the predictive maintenance (PdM) market at $1.5 billion in 2016 and anticipated a growth of 39% annually to $10.96 billion by 2022. Particle methods (broadly known as "Monte Carlo'' methods, or, MC) are a class of computational algorithms used in Pd…
  • College: College of Engineering (COE)
  • Inventors: Kumar, Mrinal "Mrinal"; Yang, Chao "Chao"
  • Licensing Officer: Zinn, Ryan

Protecting UUID in Bluetooth Low Energy (from Sniffing and Fingerprinting)
TS-048632 — A method for mitigating the BLE vulnerability in an IoT device that protects UUIDs from being harvested and reverse engineered
Universally Unique Identifiers (UUIDs) in Bluetooth Low Energy (BLE) Devices are vital for nearby smartphone applications to discover them. BLE has also been increasingly used by Internet of Things (IoT) devices in various areas such as transportation, healthcare, wearables, retail, and smart home…
  • College: College of Engineering (COE)
  • Inventors: Lin, Zhiqiang; Wen, Haohuang; Zhang, Yinqian; Zuo, Chaoshun
  • Licensing Officer: Hong, Dongsung

Process Monitoring of Internal Temperature Distribution of Powder Bed Fusion Parts
TS-047605 — An ensemble kamlan filter (EnKF) state observer algorithm and process monitoring method for more quickly and accurately estimating the internal temperature gradient of Powder Bed Fusion parts for enhanced process monitoring and control.
Powder Bed Fusion (PBF) is a subset of additive manufacturing processes that performs a layer-by-layer fabrication of metal components by selectively melting metal powder disbursed over the earlier layer. PBF processes encompass methods such as selective laser sintering (SLS), direct metal laser s…
  • College: College of Engineering (COE)
  • Inventors: Wood, Nathaniel; Hoelzle, David "David"
  • Licensing Officer: Zinn, Ryan

Louie: An Augmented Reality Sensory Trigger Wayfinding System for People with Autism
TS-043077 — An Augmented Reality Sensory Trigger Wayfinding System for People with Autism
Millions of people on the Autism spectrum face challenges getting from place to place due to sensory sensitivities to sounds, sights, smells, tastes, physical feelings, and crowds. Due to these triggers, people with Autism have a strong need to know where they are going and what will be there so t…
  • College: College of Engineering (COE)
  • Inventors: Ezell, Jonathan; Kaufman, Robert; Kaufman, Michael
  • Licensing Officer: Davis, Stewart

Closed Loop Particle Forecasting Platform for Decision Support and System Prognostics.
TS-042531 — A computational platform for forecasting the state of evolving systems and processes.
Particle methods are a class of computational algorithms used to estimate potential outcomes of a system or process. Although popular for their simplicity and scalability, the use of fixed sized "particle ensembles" renders the simulations unable to provide performance guarantees in quan…
  • College: College of Engineering (COE)
  • Inventors: Kumar, Mrinal "Mrinal"; Yang, Chao "Chao"
  • Licensing Officer: Zinn, Ryan

Closed Loop Particle Forecasting Platform for Decision Support and System Prognostics.
TS-042531 — A computational platform for forecasting the state of evolving systems and processes.
Particle methods are a class of computational algorithms used to estimate potential outcomes of a system or process. Although popular for their simplicity and scalability, the use of fixed sized "particle ensembles" renders the simulations unable to provide performance guarantees in quan…
  • College: College of Engineering (COE)
  • Inventors: Kumar, Mrinal "Mrinal"; Yang, Chao "Chao"
  • Licensing Officer: Zinn, Ryan

DAtAnchor: A Multi-Layer Data Loss Mitigation System
TS-041846 — An alternative to traditional data security measures. The technology effectively "anchors" the information to one location, allowing for better security and making it harder to compromise access.
Data breaches are a looming risk for organizations that maintain significant repositories of sensitive data. The fundamental reason behind their inability to prevent them is the philosophy behind the current paradigm in data security: prevent all breaches at all times. Towards that end, existing a…
  • College: College of Engineering (COE)
  • Inventors: Koksal, C. Emre
  • Licensing Officer: Hong, Dongsung

Sampling Method for Big Data Join Queries
TS-039364 — Tables of information are related using JOIN operators, a particular data point from table A is related with a data point from table B. This connectivity is a fundamental part of data analysis, allowing the user to run statistical analysis to find trends. When using large data sets too much inform…
  • College: College of Engineering (COE)
  • Inventors: Nandi, Arnab; Kamat, Niranjan
  • Licensing Officer: Hong, Dongsung

ICARUS: Interactive Cleaning and Rule System
TS-039363 — User friendly database validation software
Data sets are booming larger and more complex, in order to use big data ideas all the data must be stored in an organized manner. Data cleaning is the process of removing corrupted records from a set of data, with the problematic data being updated or removed. Data validation is the process of con…
  • College: College of Engineering (COE)
  • Inventors: Nandi, Arnab; Hebert, Courtney; Rahman, Protiva
  • Licensing Officer: Hong, Dongsung

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