Tackling climate change with machine learning

D Rolnick, PL Donti, LH Kaack, K Kochanski… - ACM Computing …, 2022 - dl.acm.org
Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …

Optimisation of demand response in electric power systems, a review

AR Jordehi - Renewable and sustainable energy reviews, 2019 - Elsevier
Demand response programs offer efficient solutions for many power system problems, such
as high generation cost, high demand's peak to average ratio, high emissions, reliability …

A systematic review of motivations, enablers and barriers for consumer engagement with residential demand response

B Parrish, P Heptonstall, R Gross, BK Sovacool - Energy Policy, 2020 - Elsevier
Demand response is increasingly attracting policy attention. It involves changing electricity
demand at different times based on grid conditions, which could help to integrate variable …

An overview of Demand Response: Key-elements and international experience

NG Paterakis, O Erdinç, JPS Catalão - Renewable and Sustainable Energy …, 2017 - Elsevier
The increasing penetration of renewable energy sources (RES) in power systems intensifies
the need of enhancing the flexibility in grid operations in order to accommodate the …

A review on price-driven residential demand response

X Yan, Y Ozturk, Z Hu, Y Song - Renewable and Sustainable Energy …, 2018 - Elsevier
Smart grid enables the two-way communication between the suppliers and consumers.
Price-driven demand response (PDDR) is one of the important demand response categories …

A survey on demand response programs in smart grids: Pricing methods and optimization algorithms

JS Vardakas, N Zorba… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
The smart grid concept continues to evolve and various methods have been developed to
enhance the energy efficiency of the electricity infrastructure. Demand Response (DR) is …

Smart homes and their users: a systematic analysis and key challenges

C Wilson, T Hargreaves… - Personal and Ubiquitous …, 2015 - Springer
Published research on smart homes and their users is growing exponentially, yet a clear
understanding of who these users are and how they might use smart home technologies is …

Challenges for wholesale electricity markets with intermittent renewable generation at scale: the US experience

PL Joskow - Oxford Review of Economic Policy, 2019 - academic.oup.com
The supply of intermittent wind and solar generation with zero marginal operating cost is
increasingly rapidly in the US. These changes are creating challenges for wholesale …

Benefits and challenges of electrical demand response: A critical review

P Pinson, H Madsen - Renewable and Sustainable Energy Reviews, 2014 - Elsevier
Advances in IT, control and forecasting capabilities have made demand response a viable,
and potentially attractive, option to increase power system flexibility. This paper presents a …