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A review of uncertainty characterisation approaches for the optimal design of distributed energy systems
Energy models are valuable tools that are commonly employed for the optimal design of
distributed energy systems (DES). However, the model-based design process of DES can …
distributed energy systems (DES). However, the model-based design process of DES can …
Recent techniques to model uncertainties in power generation from renewable energy sources and loads in microgrids–A review
Renewable energy, particularly solar and wind energies are associated with high degree of
uncertainty due to climatic conditions. A proper modelling and analytical treatment of these …
uncertainty due to climatic conditions. A proper modelling and analytical treatment of these …
Out-of-distribution detection-assisted trustworthy machinery fault diagnosis approach with uncertainty-aware deep ensembles
Recent intelligent fault diagnosis technologies can effectively identify the machinery health
condition, while they are learnt based on a closed-world assumption, ie, the training and …
condition, while they are learnt based on a closed-world assumption, ie, the training and …
A stochastic home energy management system considering satisfaction cost and response fatigue
Home energy management (HEM) systems enable residential consumers to participate in
demand response programs (DRPs) more actively. However, HEM systems confront some …
demand response programs (DRPs) more actively. However, HEM systems confront some …
Optimal bidding strategy for a DER aggregator in the day-ahead market in the presence of demand flexibility
The penetration of distributed energy resources (DER), including distributed generators,
storage devices, and demand response (DR) is growing worldwide, encouraged by …
storage devices, and demand response (DR) is growing worldwide, encouraged by …
Decentralized coordinated operation model of VPP and P2H systems based on stochastic-bargaining game considering multiple uncertainties and carbon cost
X Wang, H Lu, Y Zhang, Y Wang, J Wang - Applied Energy, 2022 - Elsevier
In order to achieve low-carbon development, the joint operation of virtual power plants (VPP)
and clean power to hydrogen (P2H) is a hot issue. However, the conventional centralized …
and clean power to hydrogen (P2H) is a hot issue. However, the conventional centralized …
Stochastic‐based scheduling of the microgrid operation including wind turbines, photovoltaic cells, energy storages and responsive loads
Microgrids with different technologies in distributed generations (DGs), different control
facilities and power electronic interfaces require proper management and operation …
facilities and power electronic interfaces require proper management and operation …
A multi-criterion renewable energy system design optimization for net zero energy buildings under uncertainties
Net zero energy buildings (NZEBs) are promising to mitigate the increasing energy and
environmental problems. For NZEBs, annual energy balance between renewable energy …
environmental problems. For NZEBs, annual energy balance between renewable energy …
An innovative two-level model for electric vehicle parking lots in distribution systems with renewable energy
With the rapid growth of electric vehicles (EVs) in distribution systems, a new player, called
EV parking lot operator (EV PLO), is emerging around the world. Furthermore, the …
EV parking lot operator (EV PLO), is emerging around the world. Furthermore, the …
A Bayesian adversarial probsparse Transformer model for long-term remaining useful life prediction
Long-term remaining useful life (RUL) prediction is essential for the maintenance of safety-
crucial engineering assets. Deep learning (DL) models, especially Transformer-based …
crucial engineering assets. Deep learning (DL) models, especially Transformer-based …