Wang Jia-yang
Biographic Data
| ID | 7998897 |
|---|---|
| NAME | Wang Jia-yang |
| GIVEN NAMES | Wang |
| FAMILY NAME | Jia-yang |
| SIGNATURE | JIA-YANG W |
| AFFILIATIONS | China Southern Power Grid (China) |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2021 |
| LATEST PUBLICATION YEAR | 2021 |
| H-INDEX | 0 |
Short-term electricity load time series prediction by machine learning model via feature selection and parameter optimization using hybrid cooperation search algorithm
Reliable load time series forecasting plays an important role in guaranteeing the safe and stable operation of modern power system. Due to the volatility and randomness of electricity demand, the conventional forecasting method may fail to effectively capture the dynamic change of load curves. To satisfy this practical necessity, the goal of this paper is set to develop a practical machine learning model based on feature selection and parameter o…
No prominent works on this page.
Short-term electricity load time series prediction by machine learning model via feature selection and parameter optimization using hybrid cooperation search algorithm
Reliable load time series forecasting plays an important role in guaranteeing the safe and stable operation of modern power system. Due to the volatility and randomness of electricity demand, the conventional forecasting method may fail to effectively capture the dynamic change of load curves. To satisfy this practical necessity, the goal of this paper is set to develop a practical machine learning model based on feature selection and parameter o…
Algorithm (1 works) · Artificial Intelligence (1 works) · Computer Science (1 works) · Electric power system (1 works) · Energy Load and Power Forecasting (1 works) · Feature selection (1 works) · Grey System Theory Applications (1 works) · Hydrological Forecasting Using AI (1 works) · Hyperparameter (1 works) · Hyperparameter Optimization (1 works)