Zobrazeno 1 - 10
of 950
pro vyhledávání: '"MCCULLOCH, MALCOLM"'
Decarbonizing the building stock in cold countries by replacing fossil fuel boilers with heat pumps is expected to drastically increase electricity demand. While heating flexibility could reduce the impact of additional demand from heat pumps on the
Externí odkaz:
http://arxiv.org/abs/2405.10450
Solar home systems (SHS) provide low-cost electricity access for rural off-grid communities. Batteries are a crucial part of the system, however they are often the first point of failure due to shorter lifetimes. Using field data, this work models th
Externí odkaz:
http://arxiv.org/abs/2311.14098
In this paper, we present the Home Electricity Data Generator (HEDGE), an open-access tool for the random generation of realistic residential energy data. HEDGE generates realistic daily profiles of residential PV generation, household electric loads
Externí odkaz:
http://arxiv.org/abs/2310.01661
Autor:
Halloran, Claire, McCulloch, Malcolm
This paper presents a spatial clustering method to create regions with similar time-varying energy characteristics. This method combines empirical orthogonal functions (EOFs) for dimensionality reduction and max-p regionalization for spatial clusteri
Externí odkaz:
http://arxiv.org/abs/2308.12274
Publikováno v:
ECEEE 2022 Summer Study on energy efficiency: agents of change, (2022), 1199-1208, ECEEE
In alignment with the Paris Agreement, the city of Oxford in the UK aims to become carbon neutral by 2040. Renewable energy help achieve this target by reducing the reliance on carbon-intensive grid electricity. This research seeks to optimally size
Externí odkaz:
http://arxiv.org/abs/2306.03581
This paper investigates how deep multi-agent reinforcement learning can enable the scalable and privacy-preserving coordination of residential energy flexibility. The coordination of distributed resources such as electric vehicles and heating will be
Externí odkaz:
http://arxiv.org/abs/2305.18875
Extreme events, exacerbated by climate change, pose significant risks to the energy system and its consumers. However there are natural limits to the degree of protection that can be delivered from a centralised market architecture. Distributed energ
Externí odkaz:
http://arxiv.org/abs/2302.01456
Publikováno v:
In Gondwana Research January 2025 137:79-98
Autor:
Charbonnier, Flora, Peng, Bei, Vienne, Julie, Stai, Eleni, Morstyn, Thomas, McCulloch, Malcolm
Publikováno v:
In Applied Energy 1 January 2025 377 Part A
Publikováno v:
In Journal of Economy and Technology November 2024 2:1-21