DeepAI AI Chat
Log In Sign Up

Towards an AI assistant for human grid operators

12/03/2020
by   Antoine Marot, et al.
0

Power systems are becoming more complex to operate in the digital age. As a result, real-time decision-making is getting more challenging as the human operator has to deal with more information, more uncertainty, more applications and more coordination. While supervision has been primarily used to help them make decisions over the last decades, it cannot reasonably scale up anymore. There is a great need for rethinking the human-machine interface under more unified and interactive frameworks. Taking advantage of the latest developments in Human-machine Interactions and Artificial intelligence, we share the vision of a new assistant framework relying on an hypervision interface and greater bidirectional interactions. We review the known principles of decision-making that drives the assistant design and supporting assistance functions we present. We finally share some guidelines to make progress towards the development of such an assistant.

READ FULL TEXT
06/09/2013

Flexibly-bounded Rationality and Marginalization of Irrationality Theories for Decision Making

In this paper the theory of flexibly-bounded rationality which is an ext...
02/22/2021

Fair and Responsible AI: A Focus on the Ability to Contest

As the use of artificial intelligence (AI) in high-stakes decision-makin...
09/27/2022

Learning When to Advise Human Decision Makers

Artificial intelligence (AI) systems are increasingly used for providing...
05/26/2013

Semi-bounded Rationality: A model for decision making

In this paper the theory of semi-bounded rationality is proposed as an e...
02/26/2016

Category theoretic foundation of single-photon-based decision making

Decision making is a vital function in the age of machine learning and a...
05/09/2022

The Roles and Modes of Human Interactions with Automated Machine Learning Systems

As automated machine learning (AutoML) systems continue to progress in b...
07/16/2022

Implementation and pratical aspects of quantitative decision-making in clinical drug development

Quantitative decision-making (QDM) principles address the issues related...