Flow of the fault branch identification algorithm. حسب Yawen Zhong (2342206)

Power line configuration. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

Marked nuclear atypia and mitotic activity. حسب Jessica C. O’Keeffe (14790653)

الموضوعات:

Ongoing scalp lesion at 8 months post commencement of antimicrobial therapy. حسب Jessica C. O’Keeffe (14790653)

الموضوعات:

Initial painful ulcerative scalp lesion measuring 20 × 15 millimetres (mm) (induration) and 6 × 6 mm (ulceration). حسب Jessica C. O’Keeffe (14790653)

الموضوعات:

Squamous cell carcinoma with keratin pearl formation (arrows). حسب Jessica C. O’Keeffe (14790653)

الموضوعات:

500kV T-Connection transmission line. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

G-clusteron classification of handwritten digits (MNIST) and the resultant distribution of synaptic locations and activations. حسب Toviah Moldwin (10866708)

Validation analyses with multiple cohorts of datasets and characterization of genes located in regions with predicted CNV events. حسب Deng Wu (805710)

Parameters of the system. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

S1 Fig - حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

Train sample set. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

Comparison of training set prediction results. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

Other sample set. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

Comparison of data loss test set predictions. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

Random forest classification method process. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

Simulation results of random fault test. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

Test sample set. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

Explanation of symbols or terms. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"

Comparison of noise impact test set predictions. حسب Yawen Zhong (2342206)

"…A random forest fault branch identification model is established, and it is trained and tested by the fault feature sample set of T-connection transmission line to identify the fault branch. The simulation results show that the proposed algorithm can identify the branch where the fault is located inside and outside the protection zone of T-connection transmission line quickly and accurately under various working conditions. …"