Machina Economicus: A New Paradigm for Prosumers in the Energy Internet of Smart Cities
Belangrijkste concepten
AI integration in energy management is crucial for optimizing efficiency and sustainability in smart cities.
Samenvatting
The article introduces the concept of Machina Economicus, focusing on AI's role in reshaping prosumer behaviors in the Energy Internet (EI) of smart cities.
It discusses challenges faced by EI, such as multiagent systems modeling, data exchange, and system optimization.
Various applications like energy management, demand response, V2X technologies, hydrogen-electrical energy systems, and blockchain-based energy trading are explored.
The importance of integrating AI techniques like mechanism design, machine learning, and data-driven optimization for efficient EI operations is highlighted.
The study emphasizes the need to develop an integrated solution framework that addresses economic rationality and collective behaviors of AI agents in D3 environments within EI.
Machina Economicus
Statistieken
"EI promotes the formation of more flexible, personalized, and efficient energy production and consumption."
"AIs will gradually replace human decision-making."
"The key contribution is to present a cutting-edge economic-AI perspective to the management and operation issues of EI."
Citaten
"AI can mimic homo economicus if it can align perceptions, preferences, and actions to come to decision-making under uncertainty."
"Machina economicus is an AI agent with a coupling of perception, reasoning, and acting."