Modeling competition of virtual power plants via deep learning

Day-ahead stochastic multi-objective economic/emission operational scheduling of a large scale virtual power plant

(2019) Shahrzad Hadayeghparast et al.   ENERGY

A Multistage Game in Smart Grid Security: A Reinforcement Learning Solution

(2019) Zhen Ni et al.   IEEE Transactions on Neural Networks and Learning Systems

A game-theoretic approach for price-based coordination of flexible devices operating in integrated energy-reserve markets

(2019) Xuan Gong et al.   ENERGY

Deep Reinforcement Learning for Strategic Bidding in Electricity Markets

(2019) Yujian Ye et al.   IEEE Transactions on Smart Grid

Bayesian and Robust Nash Equilibria in Hydrodominated Systems Under Uncertainty

(2018) Ekaterina Moiseeva et al.   IEEE Transactions on Sustainable Energy

Hydro-thermal power market equilibrium with price-making hydropower producers

(2018) Markus Löschenbrand et al.   ENERGY

Multiple Nash Equilibria in Electricity Markets with price-making Hydrothermal Producers

(2018) Markus Loschenbrand et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Application of CVaR risk aversion approach in the dynamical scheduling optimization model for virtual power plant connected with wind-photovoltaic-energy storage system with uncertainties and demand response

(2017) Zhongfu Tan et al.   ENERGY

Charging Strategies of EV Aggregator Under Renewable Generation and Congestion: A Normalized Nash Equilibrium Approach

(2016) Wei Wei et al.   IEEE Transactions on Smart Grid

Merchant transmission planning in smart paradigm with introducing demand response aggregator in wholesale market

(2016) Azim Saliminia Lahiji et al.   International Transactions on Electrical Energy Systems

Exercise of Market Power on Ramp Rate in Wind-Integrated Power Systems

(2015) Ekaterina Moiseeva et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Arbitraging Intraday Wholesale Energy Market Prices With Aggregations of Thermostatic Loads

(2015) Johanna L. Mathieu et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Long-Term Market Equilibrium in Smart Grid Paradigm With Introducing Demand Response Provider in Competition

(2015) Seyed Masoud Moghaddas Tafreshi et al.   IEEE Transactions on Smart Grid

Optimal Offering Strategy of a Virtual Power Plant: A Stochastic Bi-Level Approach

(2015) Evaggelos G. Kardakos et al.   IEEE Transactions on Smart Grid

Game-Theoretic Frameworks for Demand Response in Electricity Markets

(2015) Ehsan Nekouei et al.   IEEE Transactions on Smart Grid

Risk averse optimal operation of a virtual power plant using two stage stochastic programming

(2014) Mohammad Amin Tajeddini et al.   ENERGY

Offering model for a virtual power plant based on stochastic programming

(2013) Hrvoje Pandžić et al.   APPLIED ENERGY

Analysis of stochastic dual dynamic programming method

(2010) Alexander Shapiro   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH