[HTML][HTML] Aggregated demand-side energy flexibility: A comprehensive review on characterization, forecasting and market prospects

F Plaum, R Ahmadiahangar, A Rosin, J Kilter - Energy Reports, 2022 - Elsevier
Existing grids have been designed with traditional large centralized generation in mind;
however, with the ever-increasing utilization of renewable distributed energy resources, the …

[HTML][HTML] Artificial intelligence capabilities for circular business models: Research synthesis and future agenda

A Madanaguli, D Sjödin, V Parida, P Mikalef - … Forecasting and Social …, 2024 - Elsevier
This study explores the interlink between AI capabilities and circular business models
(CBMs) through a literature review. Extant literature reveals that AI can act as efficiency …

Local energy communities in service of sustainability and grid flexibility provision: Hierarchical management of shared energy storage

H Nagpal, II Avramidis, F Capitanescu… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Local Energy Communities (LECs) can facilitate the transition towards sustainable and
clean energy system infrastructure. In this work, we construct a novel hierarchical energy …

Multi-agent deep reinforcement learning optimization framework for building energy system with renewable energy

R Shen, S Zhong, X Wen, Q An, R Zheng, Y Li, J Zhao - Applied Energy, 2022 - Elsevier
Under the background of high global building energy consumption, meeting the ever-
growing energy consumption demand of building energy system (BES) through renewable …

Modelling and characterisation of flexibility from distributed energy resources

S Riaz, P Mancarella - IEEE transactions on power systems, 2021 - ieeexplore.ieee.org
Harnessing flexibility from distributed energy resources (DER) to participate in various
markets while accounting for relevant technical and commercial constraints is essential for …

[HTML][HTML] Building electrification and carbon emissions: Integrated energy management considering the dynamics of the electricity mix and pricing

S Yang, HO Gao, F You - Advances in Applied Energy, 2023 - Elsevier
Electrification and distributed energy resources (DERs) are vital for reducing the building
sector's carbon footprint. However, conventional reactive control is insufficient in addressing …

A regression learner-based approach for battery cycling ageing prediction―advances in energy management strategy and techno-economic analysis

Y Zhou - Energy, 2022 - Elsevier
Renewable energy planning, electrochemical battery storages and advanced energy
management strategies are flexible solutions for transformation towards smart grids …

Scenario-based multi-objective optimization strategy for rural PV-battery systems

Y Zhi, X Yang - Applied Energy, 2023 - Elsevier
Increasing the proportion of photovoltaic (PV) electricity in power systems is effective for
achieving carbon neutrality. However, PV electricity is unstable and random, and direct …

A data-model fusion dispatch strategy for the building energy flexibility based on the digital twin

Y Song, M Xia, Q Chen, F Chen - Applied Energy, 2023 - Elsevier
With the growing percentage of the intermittent renewable power generation, the energy
system is under increasing pressure in balancing the supply and the demand. As a major …

Multi-agent reinforcement learning dealing with hybrid action spaces: A case study for off-grid oriented renewable building energy system

Y Gao, Y Matsunami, S Miyata, Y Akashi - Applied Energy, 2022 - Elsevier
With the application of renewable energy in building energy systems (BES), an increasing
number of power grids require building energy systems coupled to realize off-grid operation …