Improved firefly algorithm–extended Kalman filter–least-square support-vector machine voltage sag monitoring and classification method based on edge computing

Improved firefly algorithm–extended Kalman filter–least-square support-vector machine voltage sag monitoring and classification method based on edge computing

Aiming at the hardware reusability, multi-service carrying capacity, and computing resource limitations of edge devices, a light-weight voltage sag monitoring and classification method based on improved firefly algorithm optimization, extended Kalman filter, and least-square support-vector machine i...

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Bibliographic Details
Main Authors: Li, Z. (Author), Liu, Z. (Author), Qiu, X. (Author), Wang, Y. (Author), Zhang, S. (Author)
Format: Article
Language:English
Published: SAGE Publications Ltd 2022
Subjects:
Bioluminescence
Capacity resources
Classification (of information)
Classification methods
Computing resource
Covariance matrix
Edge computing
extended Kalman filter
Extended Kalman filters
firefly algorithm
Firefly algorithms
Least square support vector machines
Least squares approximations
least-square support-vector machine
Monitoring methods
multi-level classification
Multi-level classifications
Multi-services
Optimization
Reusability
Support vector machines
Vectors
Voltage sag
Voltage sags
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