Data-driven probabilistic machine learning in sustainable smart energy/smart energy systems: Key developments, challenges, and future research opportunities in the …
The current trend indicates that energy demand and supply will eventually be controlled by
autonomous software that optimizes decision-making and energy distribution operations …
autonomous software that optimizes decision-making and energy distribution operations …
[HTML][HTML] Artificial intelligence and machine learning in energy systems: A bibliographic perspective
Economic development and the comfort-loving nature of human beings in recent years have
resulted in increased energy demand. Since energy resources are scarce and should be …
resulted in increased energy demand. Since energy resources are scarce and should be …
[HTML][HTML] Artificial intelligence powered large-scale renewable integrations in multi-energy systems for carbon neutrality transition: Challenges and future perspectives
The vigorous expansion of renewable energy as a substitute for fossil energy is the
predominant route of action to achieve worldwide carbon neutrality. However, clean energy …
predominant route of action to achieve worldwide carbon neutrality. However, clean energy …
Advanced controls on energy reliability, flexibility, resilience, and occupant-centric control for smart and energy-efficient buildings—a state-of-the-art review
Advanced controls have attracted increasing interests due to the high requirement on smart
and energy-efficient (SEE) buildings and decarbonization in the building industry with …
and energy-efficient (SEE) buildings and decarbonization in the building industry with …
[HTML][HTML] Worldwide carbon neutrality transition? Energy efficiency, renewable, carbon trading and advanced energy policies
Y Zhou - Energy Reviews, 2023 - Elsevier
Climate change and energy shortage crisis promptly necessitate achievement of sustainable
development goals. However, there is no straightforward pathways for low-carbon …
development goals. However, there is no straightforward pathways for low-carbon …
Incentive initiatives on energy-efficient renovation of existing buildings towards carbon-neutral blueprints in China: Advancements, challenges and perspectives
Under China's national strategy of carbon neutrality by 2060, it is urgently necessary and
challenging for the governments to proactively explore policy tools to facilitate energy …
challenging for the governments to proactively explore policy tools to facilitate energy …
Transition towards carbon-neutral districts based on storage techniques and spatiotemporal energy sharing with electrification and hydrogenation
Y Zhou - Renewable and Sustainable Energy Reviews, 2022 - Elsevier
Electrification and hydrogenation in buildings and transportations are estimated to reduce
around 30% carbon emission in 2060, whereas the current literature provides few state-of …
around 30% carbon emission in 2060, whereas the current literature provides few state-of …
Inorganic phase change materials in thermal energy storage: A review on perspectives and technological advances in building applications
Reutilization of thermal energy according to building demands constitutes an important step
in a low carbon/green campaign. Phase change materials (PCMs) can address these …
in a low carbon/green campaign. Phase change materials (PCMs) can address these …
A three-dimensional unsteady numerical model on a novel aerogel-based PV/T-PCM system with dynamic heat-transfer mechanism and solar energy harvesting …
X Zheng, Y Zhou - Applied Energy, 2023 - Elsevier
The daily increasing energy demand combined with global environmental issues has
promoted the development of a photovoltaic thermal (PV/T) system with onsite electrical and …
promoted the development of a photovoltaic thermal (PV/T) system with onsite electrical and …
A data-driven DRL-based home energy management system optimization framework considering uncertain household parameters
With the rise in household computing power and the increasing number of smart devices,
more and more residents are able to participate in demand response (DR) management …
more and more residents are able to participate in demand response (DR) management …