Zongchao Yu
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View article: Short-Term Power Load Forecasting Method Based on Improved Sparrow Search Algorithm, Variational Mode Decomposition, and Bidirectional Long Short-Term Memory Neural Network
Short-Term Power Load Forecasting Method Based on Improved Sparrow Search Algorithm, Variational Mode Decomposition, and Bidirectional Long Short-Term Memory Neural Network Open
A short-term power load forecasting method is proposed based on an improved Sparrow Search Algorithm (ISSA), Variational Mode Decomposition (VMD), and Bidirectional Long Short Term Memory (BiLSTM) neural network. First, the SSA is optimize…
View article: Mechanism of the cardioprotective effect of empagliflozin on diabetic nephropathy mice based on the basis of proteomics
Mechanism of the cardioprotective effect of empagliflozin on diabetic nephropathy mice based on the basis of proteomics Open
View article: Multi-objective optimization method for power supply and demand balance in new power systems
Multi-objective optimization method for power supply and demand balance in new power systems Open
The large amount of source and load uncertainty in new power systems poses challenges to the optimization of power supply and demand balance. The traditional optimization methods have not fully considered the uncertainty characteristics of…
View article: Multi-objective optimization method for medium and long-term power supply and demand balance considering the spatiotemporal correlation of source and load
Multi-objective optimization method for medium and long-term power supply and demand balance considering the spatiotemporal correlation of source and load Open
The medium and long-term supply-demand imbalance of the power system in the context of the new power system is becoming more and more prominent due to the fluctuation and intermittency brought about by the high proportion of new energy sou…
View article: Modeling and analysis method for carbon emission flow in integrated energy systems considering energy quality
Modeling and analysis method for carbon emission flow in integrated energy systems considering energy quality Open
While proposing dual carbon strategy goals, research on carbon reduction in integrated energy systems (IESs) has become a focus of attention. Traditional IES carbon emission flow is mostly based on energy flow, without considering the diff…
View article: Modeling method for optimal scheduling of Park comprehensive energy source load storage and consumption considering customer portrait
Modeling method for optimal scheduling of Park comprehensive energy source load storage and consumption considering customer portrait Open
Aiming at the problems of energy consumption optimization of park integrated energy source load storage system in power grid dispatching, a modeling method of park integrated energy consumption optimization dispatching considering user por…
View article: Short-term load forecasting based on feature mining and deep learning of big data of user electricity consumption
Short-term load forecasting based on feature mining and deep learning of big data of user electricity consumption Open
This study proposes a short-term load prediction method of a bidirectional long short-term memory network based on feature mining of the power consumption big data in combination with the attention mechanism (AT) of Bayesian optimization t…
View article: An abnormal traffic detection method in smart substations based on coupling field extraction and DBSCAN
An abnormal traffic detection method in smart substations based on coupling field extraction and DBSCAN Open
Smart Substation becomes more vulnerable to cyber attacks due to the high integration of information technologies, so it is essential to detect intrusion behaviour by abnormal traffic analysis in smart substations. Although there have been…
View article: Preventive Dispatch Strategy Against FDIA Induced Overloads in Power Systems With High Wind Penetration
Preventive Dispatch Strategy Against FDIA Induced Overloads in Power Systems With High Wind Penetration Open
The penetration of renewable energy generations, e.g., wind power, not only introduces the randomness and fluctuations into power system operations but also increases the possibilities of cybersecurity issues. Among them, false data inject…
View article: Security Constrained Unit Commitment with Extreme Wind Scenarios
Security Constrained Unit Commitment with Extreme Wind Scenarios Open
The rapid development of economy and society stimulates the increase of power demand. Wind power has received great attention as a typical renewable energy, and the share of wind power is continually increasing in recent years. However, th…
View article: Causes, Clinical Features and Treatment of Rhabdomyolysis: A Retrospective Analysis
Causes, Clinical Features and Treatment of Rhabdomyolysis: A Retrospective Analysis Open
Background: RM is a condition of skeletal muscle breakdown which ranges from an asymptomatic illness with elevation in CK level to a life-threatening condition associated with extreme elevation in CK, electrolyte imbalance, AKI, and dissem…