论文标题
迈向电网操作员的AI助手
Towards an AI assistant for power grid operators
论文作者
论文摘要
鉴于当前的能源过渡以应对气候变化，电源网络在数字时代变得越来越复杂。结果，随着人类运营商必须处理更多信息，更多的不确定性，更多的应用和更多协调，实时决策变得越来越具有挑战性。尽管监督主要用于帮助他们在过去几十年中做出决定，但它无法合理地扩大规模。在更统一和交互式框架下，非常需要重新考虑人机界面。利用人机界面和人工智能方面的最新发展，我们揭示了依靠高视接口和更大的双向交互的新助手框架的愿景。我们审查了推动助理设计以及其支持援助功能的决策的已知原则。我们终于分享了一些指导方针，以取得这种助手的发展。
Power grids are becoming more complex to operate in the digital age given the current energy transition to cope with climate change. 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 Interface and Artificial Intelligence, we expose our vision of a new assistant framework relying on an hypervision interface and greater bidirectional interaction. We review the known principles of decision-making driving our assistant design alongside with its supporting assistance functions. We finally share some guidelines to make progress towards the development of such an assistant.
