A critical survey of agent-based wholesale electricity market models

A Weidlich, D Veit - Energy economics, 2008 - Elsevier
The complexity of electricity markets calls for rich and flexible modeling techniques that help
to understand market dynamics and to derive advice for the design of appropriate regulatory …

Agent-based simulation of electricity markets. A literature review

F Sensfuß, M Ragwitz, M Genoese, D Möst - 2007 - osti.gov
Liberalisation, climate policy and promotion of renewable energy are challenges to players
of the electricity sector in many countries. Policy makers have to con-sider issues like market …

Agent-based modeling and simulation of competitive wholesale electricity markets

E Guerci, MA Rastegar, S Cincotti - Handbook of power systems II, 2010 - Springer
This paper sheds light on a promising and very active research area for electricity market
modeling, that is, agent-based computational economics. The intriguing perspective of such …

[图书][B] Engineering interrelated electricity markets: an agent-based computational approach

A Weidlich - 2008 - books.google.com
Due to the characteristics of electricity, power markets rank among the most complex
markets operated at present. The requirements of an environmentally sustainable …

The genoa artificial power-exchange

S Cincotti, G Gallo - Agents and Artificial Intelligence: 4th International …, 2013 - Springer
The paper presents the Genoa Artificial Power Exchange, an agent-based framework for
modeling and simulating power exchanges implemented in MATLAB. GAPEX allows …

An integrated ant colony optimization approach to compare strategies of clearing market in electricity markets: Agent-based simulation

A Azadeh, MR Skandari, B Maleki-Shoja - Energy Policy, 2010 - Elsevier
In this paper, an innovative model of agent based simulation, based on Ant Colony
Optimization (ACO) algorithm is proposed in order to compare three available strategies of …

Appropriate contract durations in the German markets for on-line reserve capacity

S Just - Journal of regulatory economics, 2011 - Springer
This paper explores the economic implications of different contract durations in markets for
on-line (primary and secondary) reserve capacity in Germany with the crucial feature of …

Comparing policy gradient and value function based reinforcement learning methods in simulated electrical power trade

R Lincoln, S Galloway, B Stephen… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
In electrical power engineering, reinforcement learning algorithms can be used to model the
strategies of electricity market participants. However, traditional value function based …

AMIRIS: an agent-based simulation model for the analysis of different support schemes and their effects on actors involved in the integration of renewable energies …

M Reeg, W Hauser, S Wassermann… - … on database and …, 2012 - ieeexplore.ieee.org
Electricity generation from renewables in Germany has now reached an energy
economically relevant magnitude. The further increase of electricity from renewable energy …

Experience with electricity market test suite: students versus computational agents

QC Trinh, M Saguan, L Meeus - IEEE Transactions on Power …, 2012 - ieeexplore.ieee.org
This paper applies two experimental economics methods (ie, agent-based modeling and
laboratory experiment) to a market test suite that is based on a fictional European wholesale …