[HTML][HTML] Aggregated demand-side energy flexibility: A comprehensive review on characterization, forecasting and market prospects
Existing grids have been designed with traditional large centralized generation in mind;
however, with the ever-increasing utilization of renewable distributed energy resources, the …
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
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 …
(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
Local Energy Communities (LECs) can facilitate the transition towards sustainable and
clean energy system infrastructure. In this work, we construct a novel hierarchical energy …
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 …
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 …
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
Electrification and distributed energy resources (DERs) are vital for reducing the building
sector's carbon footprint. However, conventional reactive control is insufficient in addressing …
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 …
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 …
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 …
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
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 …
number of power grids require building energy systems coupled to realize off-grid operation …