An agent-based simulation of power generation company behavior in electricity markets under different market-clearing mechanisms
Deregulated electricity markets are expected to provide affordable electricity for consumers
through promoting competition. Yet, the results do not always fulfill the expectations. The …
through promoting competition. Yet, the results do not always fulfill the expectations. The …
Competition, risk and learning in electricity markets: An agent-based simulation study
This paper studies the effects of learning and risk aversion on generation company (GenCo)
bidding behavior in an oligopolistic electricity market. To this end, a flexible agent-based …
bidding behavior in an oligopolistic electricity market. To this end, a flexible agent-based …
The emerging threat of artificial intelligence on competition in liberalized electricity markets: A deep Q-network approach
DE Aliabadi, K Chan - Applied energy, 2022 - Elsevier
Abstract According to Sustainable Development Goals (SDGs), societies should have
access to affordable, reliable, and sustainable energy. Liberalized electricity markets have …
access to affordable, reliable, and sustainable energy. Liberalized electricity markets have …
A machine learning approach for collusion detection in electricity markets based on nash equilibrium theory
P Razmi, MO Buygi… - Journal of Modern Power …, 2020 - ieeexplore.ieee.org
We aim to provide a tool for independent system operators to detect the collusion and
identify the colluding firms by using day-ahead data. In this paper, an approach based on …
identify the colluding firms by using day-ahead data. In this paper, an approach based on …
Identification method of market power abuse of generators based on lasso-logit model in spot market
B Sun, R Deng, B Ren, M Teng, S Cheng, F Wang - Energy, 2022 - Elsevier
Accurate identification of violations of generators' market power abuse strongly guarantees
that the electricity spot market operates smoothly. To reduce the collinearity of indicators and …
that the electricity spot market operates smoothly. To reduce the collinearity of indicators and …
Assessment of the collusion possibility and profitability in the electricity market: A new analytical approach
M Samadi, ME Hajiabadi - International Journal of Electrical Power & …, 2019 - Elsevier
This paper proposes an analytical approach for evaluating the potential of collusion in the
electricity market, based on the Jacobian matrix of GenCos' profit. To develop the proposed …
electricity market, based on the Jacobian matrix of GenCos' profit. To develop the proposed …
A novel simulation-based method for assessment of collusion potential in wholesale electricity markets
This paper proposes a simulation-based method for assessing the collusion potential
among Generating Companies (GENCOs) who participate in a wholesale electricity market …
among Generating Companies (GENCOs) who participate in a wholesale electricity market …
Strategic participation in competitive electricity markets: Internal versus sectorial data analysis
T Pinto, F Falcão-Reis - International Journal of Electrical Power & Energy …, 2019 - Elsevier
Current approaches for risk management in energy market participation mostly refer to
portfolio optimization for long-term planning, and stochastic approaches to deal with …
portfolio optimization for long-term planning, and stochastic approaches to deal with …
Modeling, simulation, and decision support
Energy markets are intertwined and complex systems that influence and are affected by
various sectors such as transportation, industry, and electric power. Solely focusing on the …
various sectors such as transportation, industry, and electric power. Solely focusing on the …
Two‐stage market clearing approach to mitigate generator collusion in Eastern China electricity market via system dynamics method
With the recent China electricity market reformation, an increasing portion of electricity is
traded in wholesale electricity markets. However, collusion among generation companies …
traded in wholesale electricity markets. However, collusion among generation companies …