Publications by authors named "Zhanying Tong"
An intelligent scheduling control method for smart grid based on deep learning.
Math Biosci Eng
February 2023
Article Synopsis
- Data analysis is crucial for power scheduling in smart grids, but the growing volume of data presents significant challenges.
- The paper proposes an intelligent scheduling control method using deep learning and particle swarm optimization (PSO) to derive insights from big data and make improved control decisions.
- It demonstrates that utilizing historical data and the long short-term memory algorithm can enhance coal consumption predictions while optimizing energy savings and emissions reduction within real-time power generation tasks.