Load Balancing Control Method for Multi Power Grid Connected Inverters Based on Adaboost Algorithm and Predictive Compensation
The load control process of inverters independently controls active and reactive power, which has certain limitations and leads to high system current distortion rate. Therefore, a load balancing control method for multi power grid connected inverters based on Adaboost algorithm and predictive compensation is proposed. Analyze the topology structure of multi power grid connected inverters, describe the neutral point voltage of grid connection under normal conditions based on the power distribution of power balance state and voltage imbalance state, establish vector diagrams of voltage and current, obtain threephase current imbalance degree, achieve unbalanced load monitoring, predict load power through Adaboost algorithm, compensate the power grid system based on the prediction results, and achieve load balance control. To verify the effectiveness of the method, a simulation experimental platform was built. The experimental results showed that the proposed method had better voltage control effect and reduced current distortion rate under unbalanced resistive and harmonic loads.
Authors
- Tianyun Luo
- Yifan Liang (ORCID: https://orcid.org/0000-0002-8454-2987)
- Yuan Fu (ORCID: https://orcid.org/0000-0002-9550-5778)
- Jialun Zhao
Institutions
- China Southern Power Grid (China) (CN)
Publication Details
- Published
- 2025-08-15
- DOI
- https://doi.org/10.1109/iccepe66357.2025.11193152
- Primary Topic
- Power Systems and Renewable Energy
- Type
- article
- Field-Weighted Citation Impact
- 0.00