核心概念
AI integration in Energy Internet reshapes prosumer behaviors and introduces Machina Economicus paradigm.
要約
Introduction to Energy Internet (EI) as a share economy platform for energy supplies in smart cities.
Challenges faced in modeling, analyzing, and designing efficient platforms for energy sharing.
Introduction of Machina Economicus paradigm to study economic rationality in AI/IoT-based EI prosumer behaviors.
Focus on how AI reshapes prosumer behaviors and reveals new research directions.
Detailed exploration of key applications like energy management, demand response, V2X technologies, hydrogen-electrical systems, and blockchain-based trading.
Discussion on the challenges faced by machina economicus in D3 environments.
Overview of system modeling methodologies like mechanism design, machine learning, and data-driven optimization.
Proposal of an integrated solution framework for managing large-scale machina economicus systems in EI.
統計
"EI promotes the formation of more flexible, personalized, and efficient energy production and consumption."
"AIs will gradually replace human decision-making and interact with each other as homo economicus."
"The equilibrium-based solutions are not always optimal from the system-level perspective."
引用
"AIs should not just approach homo economicus-like ability but evolve into an entirely new species of economic agent: Machina Economicus."
"The key contribution is to present a cutting-edge economic-AI perspective to the management and operation issues of the EI."