Digital twin enabled transition towards the smart electric vehicle charging infrastructure: A review
Public charging infrastructure developments are the top agenda in both industrialised and
developing countries during the global transition from fossil fuel vehicles to electric vehicles …
developing countries during the global transition from fossil fuel vehicles to electric vehicles …
Data-model-interactive enhancement-based Francis turbine unit health condition assessment using graph driven health benchmark model
As the data-driven Francis turbine units (FTUs) deterioration assessment method is widely
investigated, the data quality in actual industrial scene has become an important …
investigated, the data quality in actual industrial scene has become an important …
Spatial-temporal offshore wind speed characteristics prediction based on an improved purely 2D CNN approach in a large-scale perspective using reanalysis dataset
Accurate prediction of spatial–temporal wind speed with a large-scale perspective is vital for
the wind farm dynamic regulation, the floating wind turbine deployment and its early …
the wind farm dynamic regulation, the floating wind turbine deployment and its early …
A physics-guided machine learning framework for real-time dynamic wake prediction of wind turbines
B Li, M Ge, X Li, Y Liu - Physics of Fluids, 2024 - pubs.aip.org
Efficient and accurate prediction of the wind turbine dynamic wake is crucial for active wake
control and load assessment in wind farms. This paper proposes a real-time dynamic wake …
control and load assessment in wind farms. This paper proposes a real-time dynamic wake …
[HTML][HTML] Enhancing solar furnace thermal stress testing using an adaptive model and nonlinear predictive control
Solar furnaces rely on renewable energy for thermal tests using concentrated solar direct
irradiance. To address the complex dynamics and constraints of these systems, a novel …
irradiance. To address the complex dynamics and constraints of these systems, a novel …
Performance evaluation and optimization of the cascade refrigeration system based on the digital twin model
Y Li, Y Feng, C Wang, Z Xing, D Ren, L Fu - Applied Thermal Engineering, 2024 - Elsevier
Cascade refrigeration systems (CRSs) have become the priority choice in low-temperature
applications, causing severe energy waste due to the lack of practical control strategies …
applications, causing severe energy waste due to the lack of practical control strategies …
[HTML][HTML] A Call for Enhanced Data-Driven Insights into Wind Energy Flow Physics
With the increased availability of experimental measurements aiming at probing wind
resources and wind turbine operations, machine learning (ML) models are poised to …
resources and wind turbine operations, machine learning (ML) models are poised to …
Physics-inspired and data-driven two-stage deep learning approach for wind field reconstruction with experimental validation
Y Liu, R Wang, Y Gu, C Li, G Wang - Energy, 2024 - Elsevier
Accurate and reliable wind forecasts for urban blocks play a pivotal role in the construction
of zero-energy communities by guiding the selection and placement of wind turbines and the …
of zero-energy communities by guiding the selection and placement of wind turbines and the …
Instantaneous 2D extreme wind speed prediction using the novel Wind Gust Prediction Net based on purely convolutional neural mechanism
Accurate prediction of spatial–temporal extreme wind gust is vital for the wind farm dynamic
regulation, the floating wind turbine deployment and its early warning. Deep-learning …
regulation, the floating wind turbine deployment and its early warning. Deep-learning …
Graph-based Deep Reinforcement Learning for Wind Farm Set-Point Optimisation
H Sheehan, D Poole, T Silva Filho… - Journal of Physics …, 2024 - iopscience.iop.org
Wake steering is a form of wind farm control in which upstream turbines are deliberately
yawed to misalign with the free-stream wind in order to prevent their wakes from impacting …
yawed to misalign with the free-stream wind in order to prevent their wakes from impacting …