Harmonic Characteristics Data-Driven THD Prediction Method for LEDs Using MEA-GRNN and Improved-AdaBoost Algorithm

Light-emitting Diode (LED) lamps have been widely used due to versatility and energy efficiency.However, LEDs are nonlinear loads, the massive usage will inject harmonics into the lighting system, which has influenced the power quality.Total Harmonic Distortion (THD) is an important parameter to evaluate the power quality, but the prediction of THD

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Couple-Group Secure Consensus and Detection for a Kind of Heterogeneous Multi-Agent Systems With Time Delay and Cooperative-Competitive Relations Under Malicious Attacks

In this article, the couple-group secure consensus of a kind of heterogeneous multi-agent systems (HMASs) with cooperative-competitive relation and time delays has been investigated if it receives malicious attacks.Based on cooperative-competitive relation and time delays, a new Wheels couple-group secure consensus protocol is designed.By applying

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