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 …

[HTML][HTML] Defining characteristics of peer-to-peer energy trading, transactive energy, and community self-consumption: A review of literature and expert perspectives

A Gorbatcheva, N Watson, A Schneiders… - … and Sustainable Energy …, 2024 - Elsevier
To facilitate a successful integration of distributed energy resources into the electricity
generation mix, new forms of energy markets must be considered. Concepts such as Peer-to …

Privacy-preserving transactive energy management for IoT-aided smart homes via blockchain

Q Yang, H Wang - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
With the booming of smart grid, the ubiquitously deployed smart meters constitutes an
energy Internet of Things (IoT). This article develops a novel blockchain-based transactive …

Evaluation and demonstration of blockchain applicability framework

SNG Gourisetti, M Mylrea… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Blockchain technology has been gaining great interest from a variety of industry sectors,
including financial, food processing, and power and energy markets. Realizing the strength …

Blockchain-empowered socially optimal transactive energy system: Framework and implementation

Q Yang, H Wang - IEEE Transactions on Industrial Informatics, 2020 - ieeexplore.ieee.org
Transactive energy plays a key role in the operation and energy management of future
power systems. However, the conventional operational mechanism, which follows a …

Using customer-side resources for market-based transmission and distribution level grid services–A review

AO Abbas, BH Chowdhury - International Journal of Electrical Power & …, 2021 - Elsevier
With the increase in the penetration of renewable energy resources and advances in
metering, communication and edge computing infrastructure, the importance and value of …

Transactive energy: State-of-the-art in control strategies, architectures, and simulators

AJ Onumanyi, SJ Isaac, CP Kruger… - IEEE …, 2021 - ieeexplore.ieee.org
The concept of transactive energy (TE) in smart grid systems is gaining increased research
attention for its potential to optimize distributed energy resources, improve system reliability …

[HTML][HTML] Distributed energy trading management for renewable prosumers with HVAC and energy storage

Q Yang, H Wang - Energy Reports, 2021 - Elsevier
Heating, ventilating, and air-conditioning (HVAC) systems consume a large amount of
energy in residential houses and buildings. Effective energy management of HVAC is a cost …

Transactive energy management systems: Mathematical models and formulations

V Thangavelu, SS K - Energy Conversion and Economics, 2023 - Wiley Online Library
Restructuring the power system with higher penetration of distributed energy resources
(DERs) and intelligent devices offers the potential for more efficient, reliable, and better …

Enhancing distribution system resiliency through a novel transactive energy systems framework

BP Bhattarai, J Alam, J Hansen… - 2019 IEEE Power & …, 2019 - ieeexplore.ieee.org
Restoration of end-use loads during bulk transmission system outages is a key challenge for
electric utilities. During those outages, utilities often do not have enough resources to fully …