Patents by Inventor Cozmin Ududec

Cozmin Ududec has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Hybrid machine learning and simulation based system for forecasting in electricity systems
    Patent number: 11669060
    Abstract: A hybrid machine-learning and simulation-based system provides forecasting for an energy system. The system predicts day-ahead and real-time supply and demand, and prices of energy, and generates inputs to an optimization algorithm performed by an Independent System Operator (ISO) that affects behavior of electricity generators and electricity consumers to improve the economic efficiency of electricity grids, and reduce harmful emissions.
    Type: Grant
    Filed: August 19, 2019
    Date of Patent: June 6, 2023
    Assignee: Invenia Labs Limited
    Inventors: Cozmin Ududec, Lorenzo Sindoni, Eric Perim Martins
  • HYBRID MACHINE LEARNING AND SIMULATION BASED SYSTEM FOR FORECASTING IN ELECTRICITY SYSTEMS
    Publication number: 20210055700
    Abstract: A hybrid machine-learning and simulation-based system provides forecasting for an energy system. The system predicts day-ahead and real-time supply and demand, and prices of energy, and generates inputs to an optimization algorithm performed by an Independent System Operator (ISO) that affects behavior of electricity generators and electricity consumers to improve the economic efficiency of electricity grids, and reduce harmful emissions.
    Type: Application
    Filed: August 19, 2019
    Publication date: February 25, 2021
    Inventors: Cozmin Ududec, Lorenzo Sindoni, Eric Perim Martins