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Showing 1 to 10 of 10 for “"Resilience and reliability"”.

  1. On practical metrics for network infrastructure reliability

    … the working limits beyond regular performance and may even collapse functionality completely. Modern frameworks to assess quantitatively these situations are based on the concept of resilience; broadly describing system behavior during, in the immediate aftermath, and recovery phases of the …

    uiuc Repository record for On practical metrics for network infrastructure reliability (opens in a new tab)

  2. Towards ML Models That We Can Deploy Confidently

    … (ML) systems are deployed in the real world, the reliability and trustworthiness of these systems become an even more salient challenge. This thesis aims to address this challenge through two key thrusts: (1) making ML models more trustworthy by leveraging what has been perceived solely as a …

    mit Repository record for Towards ML Models That We Can Deploy Confidently (opens in a new tab)

  3. Value of distribution-level reactive power for combined heat and power systems

    … DER to help cost-effectively maintain grid resilience and reliability. One such approach is to create a transactive market for DER to provide grid services, which are services required to support reliable grid operation. Though work has been done to understand some of the technical …

    mit Repository record for Value of distribution-level reactive power for combined heat and power systems (opens in a new tab)

  4. Threat-Analysis Oriented Digital Twinning of ML-Powered Future Autonomous Weapon Systems

    … the integration of artificial intelligence (AI) and machine learning (ML) into autonomous weapon systems (AWS) for perception, decision support, and control. As these systems become more software-defined, their cyber attack surface expands across sensing, communications, autonomy logic, and

    embry-riddle Repository record for Threat-Analysis Oriented Digital Twinning of ML-Powered Future Autonomous Weapon Systems (opens in a new tab)

  5. Optimal and resilient management of distributed energy resources

    … resources (DERs) turned out to be an innovative and effective strategy for mitigating a variety of problems ranging from greenhouse gas emissions, power grid resilience and reliability to developing low-cost and uninterruptible power supply for mission critical systems. It is envisioned that …

    uiuc Repository record for Optimal and resilient management of distributed energy resources (opens in a new tab)

  6. Exploiting Building Demand Flexibility Through Machine Learning for Building-to-grid Integration

    <p>Demand flexibility – the ability to adjust a building's load profile across different timescales – is a key aspect of the ongoing effort to increase interconnectivity between buildings and the power grid. By harnessing their demand flexibility, buildings can provide significant benefits to the …

    syracuse-diss Repository record for Exploiting Building Demand Flexibility Through Machine Learning for Building-to-grid Integration (opens in a new tab)

  7. Asset Management of Underground Cables Factoring Resilience

    An electrical power system comprises both primary and secondary equipment. The primary equipment is the network's backbone, which supplies electricity from generation to the customers. At the same time, secondary equipment provides the capability for monitoring, protection, and control of the …

    auckland-ms Repository record for Asset Management of Underground Cables Factoring Resilience (opens in a new tab)

  8. Study of superconducting fault current limiters in power systems

    Power systems have increased both in scale and complexity as a result of rapid growth in the demand for power. The most common causes of failures in power systems are short-circuit faults. Short- circuit currents can grow thousands of times larger than normal system operating currents, i.e., within …

    cambridge Repository record for Study of superconducting fault current limiters in power systems (opens in a new tab)