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Related Concept Videos

Pilot and Numeric Relaying01:21

Pilot and Numeric Relaying

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Pilot relaying is a type of differential protection used in power systems. It compares electrical quantities at the terminals of equipment via a communication channel instead of direct relay interconnection. This method is essential for transmission lines where the terminals are far apart, typically up to 80 km for lines with 69 to 115 kV ratings. Four types of communication channels are used for pilot relaying:
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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
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In power systems, the entire setup is divided into protective zones to isolate faults and protect the rest of the network. These zones include generators, transformers, buses, transmission lines, distribution lines, and motors. Each zone can be visualized as a separate room in a house, with each room protected by its own circuit breaker.
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Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
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Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
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Human-AI interaction in safety-critical network infrastructures.

Marco Mussi1, Alberto Maria Metelli1, Marcello Restelli1

  • 1Politecnico di Milano, Milan, Italy.

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Artificial Intelligence (AI) enhances critical infrastructure resilience. Ensuring healthy human-AI interaction is vital for safe operations in energy and mobility sectors.

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Artificial intelligenceArtificial intelligence applicationsHuman-computer interaction

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Area of Science:

  • Computer Science
  • Decision-Making Sciences
  • Psychology
  • Industrial Practices

Background:

  • Artificial Intelligence (AI) is revolutionizing society and critical infrastructures.
  • AI integration enhances operational flexibility and resilience against hazards.
  • The rise of AI necessitates a new paradigm for human-AI interaction.

Purpose of the Study:

  • To outline challenges and requirements for effective human-AI interaction.
  • To explore interdisciplinary approaches merging computer science, decision-making, psychology, and industry.
  • To analyze emblematic safety-critical scenarios in energy and mobility.

Main Methods:

  • Interdisciplinary review of human-AI interaction.
  • Focus on safety-critical systems in power grids, railway networks, and air traffic management.
  • Analysis of AI's role in decision-making and human collaboration.

Main Results:

  • Identified critical challenges in defining roles for humans and AI systems.
  • Highlighted the need for a well-defined ecosystem for healthy human-AI collaboration.
  • Emphasized the importance of an interdisciplinary approach for effective integration.

Conclusions:

  • Effective human-AI interaction is crucial for leveraging AI in safety-critical domains.
  • Further research is needed to establish clear frameworks for human-AI collaboration.
  • Successful integration requires addressing technical, psychological, and industrial aspects.