Energy Sustainability through Retail Electricity Markets The Power Trading Agent Competition (Power TAC) Experience

The world is moving away from demand-driven electricity markets supplied by centralized generation and distribution of fossil-fuel-produced electricity. Increasing reliance on weather-dependent renewable sources will require a shift toward a supply-driven paradigm, while beneficial electrification,...

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Bibliographic Details
Other Authors: Collins, John (Editor), Ketter, Wolfgang (Editor), Symeonidis, Andreas L. (Editor)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2023, 2023
Edition:1st ed. 2023
Series:Applied Innovation and Technology Management
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Introduction (Collins)
  • Modeling a customer population in Power TAC: Electric Vehicle Chargers (Collins)
  • VidyutVanika: AI-Based Autonomous Broker for Smart grids – From Theory to Practice (Chandlekar)
  • Designing Retail Electricity Tariffs Using Reinforcement Learning (Naseri)
  • Nudging the Direction of Energy Tariff Selection: Lessons Learned from an Attribute Framing Experiment with Temporal Construal Levels (Rook)
  • AgentUDE: A Smart Broker Agent for Autonomous Power Trading (Unland)
  • Upgrading a winning agent to not winning: the case of Agent Mertacor in Power TAC (Makrodimitris)
  • SPOT: Strategies for Power Trading in Wholesale Electricity Markets (Morshed, Chowdhury)
  • CrocodileAgent: A decade of competing in the Power Trading Agent Competition (Podobnik)
  • Incorporating Social Values for Cooperation in Energy Trading and Balancing Research (Rook)
  • Smart Market-driven Virtual Power Plants of Shared Electric Vehicles (Kahlen)
  • Power TAC Experiment Manager: Support for empirical studies (Collins)