[HTML][HTML] Artificial intelligence and machine learning approaches to energy demand-side response: A systematic review

I Antonopoulos, V Robu, B Couraud, D Kirli… - … and Sustainable Energy …, 2020 - Elsevier
Recent years have seen an increasing interest in Demand Response (DR) as a means to
provide flexibility, and hence improve the reliability of energy systems in a cost-effective way …

Flexibility products and markets: Literature review

J Villar, R Bessa, M Matos - Electric Power Systems Research, 2018 - Elsevier
This paper reviews flexibility products and flexibility markets, currently being discussed or
designed to help in the operation of power systems under their evolving environment. This …

Review of real-time electricity markets for integrating distributed energy resources and demand response

Q Wang, C Zhang, Y Ding, G Xydis, J Wang… - Applied Energy, 2015 - Elsevier
The high penetration of both Distributed Energy Resources (DER) and Demand Response
(DR) in modern power systems requires a sequence of advanced strategies and …

Optimal bidding strategy for an aggregator of prosumers in energy and secondary reserve markets

J Iria, F Soares, M Matos - Applied Energy, 2019 - Elsevier
This paper proposes a two-stage stochastic optimization model to support an aggregator of
prosumers in the definition of bids for the day-ahead energy and secondary reserve markets …

Trends and challenges in the operation of pumped-storage hydropower plants

JI Pérez-Díaz, M Chazarra, J García-González… - … and Sustainable Energy …, 2015 - Elsevier
The increasing penetration of renewable energy sources (RESs) in the power system has
highlighted the benefits of being able to store energy in a more efficient manner, and the …

A robust optimization approach for integrated community energy system in energy and ancillary service markets

Y Zhou, Z Wei, G Sun, KW Cheung, H Zang, S Chen - Energy, 2018 - Elsevier
Distributed energy resources within local energy systems can be reorganized into a single
entity, namely, into an integrated community energy system. This integration provides …

Wasserstein distributionally robust chance-constrained optimization for energy and reserve dispatch: An exact and physically-bounded formulation

A Arrigo, C Ordoudis, J Kazempour, Z De Grève… - European Journal of …, 2022 - Elsevier
In the context of transition towards sustainable, cost-efficient and reliable energy systems,
the improvement of current energy and reserve dispatch models is crucial to properly cope …

Artificial intelligence application in demand response: advantages, issues, status, and challenges

ANF Ali, MF Sulaima, IAWA Razak, AFA Kadir… - IEEE …, 2023 - ieeexplore.ieee.org
In recent years, there has been a significant growth in demand response (DR) as a cost-
effective technique of providing flexibility and, as a result, improving the dependability of …

Short term wholesale electricity market designs: A review of identified challenges and promising solutions

L Silva-Rodriguez, A Sanjab, E Fumagalli… - … and Sustainable Energy …, 2022 - Elsevier
The electricity market is being increasingly challenged by new trends, such as the high
penetration of intermittent renewables and the transformation of the consumers' energy …

Risk assessment of virtual power plants offering in energy and reserve markets

SR Dabbagh… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Distributed energy resources (DERs) can be integrated into a single entity, namely, virtual
power plant (VPP). The integration enables them to participate in competitive wholesale …