Manivannan / Faulty Lithium Ion cell Detection in BMS pack Public
Clone this project

Test data

Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Accuracy Result
Faulty_Cell6.7.txt Faulty_Cell6 1s 100% 1 Faulty_Cell6
Show classification Show in data acquisition
Faulty_Cell6.2.txt Faulty_Cell6 1s 100% 1 Faulty_Cell6
Show classification Show in data acquisition
Faulty_Cell6.13.txt Faulty_Cell6 1s 100% 1 Faulty_Cell6
Show classification Show in data acquisition
Faulty_Cell6.1.txt Faulty_Cell6 1s 100% 1 Faulty_Cell6
Show classification Show in data acquisition
Faulty_Cell2.4.txt Faulty_Cell2 1s 100% 1 Faulty_Cell2
Show classification Show in data acquisition
Faulty_Cell4.11.txt Faulty_Cell4 1s 100% 1 Faulty_Cell4
Show classification Show in data acquisition
Faulty_Cell4.8.txt Faulty_Cell4 1s 100% 1 Faulty_Cell4
Show classification Show in data acquisition
Faulty_Cell4.15.txt Faulty_Cell4 1s 100% 1 Faulty_Cell4
Show classification Show in data acquisition
Faulty_Cell4.13.txt Faulty_Cell4 1s 100% 1 Faulty_Cell4
Show classification Show in data acquisition
Faulty_Cell4.7.txt Faulty_Cell4 1s 100% 1 Faulty_Cell4
Show classification Show in data acquisition
Faulty_Cell4.4.txt Faulty_Cell4 1s 100% 1 Faulty_Cell4
Show classification Show in data acquisition
Faulty_Cell4.2.txt Faulty_Cell4 1s 0% 1 uncertain
Show classification Show in data acquisition
Faulty_Cell4.10.txt Faulty_Cell4 1s 0% 1 normal
Show classification Show in data acquisition
Faulty_Cell4.5.txt Faulty_Cell4 1s 100% 1 Faulty_Cell4
Show classification Show in data acquisition
Faulty_Cell4.3.txt Faulty_Cell4 1s 0% 1 uncertain
Show classification Show in data acquisition
Faulty_Cell4.1.txt Faulty_Cell4 1s 100% 1 Faulty_Cell4
Show classification Show in data acquisition
normal.6.txt normal 1s 100% 1 normal
Show classification Show in data acquisition
Faulty_Cell5.10.txt Faulty_Cell5 1s 100% 1 Faulty_Cell5
Show classification Show in data acquisition
normal.7.txt normal 1s 100% 1 normal
Show classification Show in data acquisition
Faulty_Cell3.9.txt Faulty_Cell3 1s 100% 1 Faulty_Cell3
Show classification Show in data acquisition
Faulty_Cell2.1.txt Faulty_Cell2 1s 100% 1 Faulty_Cell2
Show classification Show in data acquisition
Faulty_Cell3.7.txt Faulty_Cell3 1s 100% 1 Faulty_Cell3
Show classification Show in data acquisition
Faulty_Cell6.13.txt Faulty_Cell6 1s 100% 1 Faulty_Cell6
Show classification Show in data acquisition
Faulty_Cell6.7.txt Faulty_Cell6 1s 100% 1 Faulty_Cell6
Show classification Show in data acquisition
Faulty_Cell6.2.txt Faulty_Cell6 1s 100% 1 Faulty_Cell6
Show classification Show in data acquisition
Faulty_Cell6.1.txt Faulty_Cell6 1s 100% 1 Faulty_Cell6
Show classification Show in data acquisition
Faulty_Cell4.10.txt Faulty_Cell4 1s 0% 1 normal
Show classification Show in data acquisition
Faulty_Cell4.11.txt Faulty_Cell4 1s 100% 1 Faulty_Cell4
Show classification Show in data acquisition
Faulty_Cell4.3.txt Faulty_Cell4 1s 0% 1 uncertain
Show classification Show in data acquisition
Faulty_Cell4.1.txt Faulty_Cell4 1s 100% 1 Faulty_Cell4
Show classification Show in data acquisition
Faulty_Cell4.2.txt Faulty_Cell4 1s 0% 1 uncertain
Show classification Show in data acquisition
Faulty_Cell3.6.txt Faulty_Cell3 1s 100% 1 Faulty_Cell3
Show classification Show in data acquisition
Faulty_Cell2.4.txt Faulty_Cell2 1s 100% 1 Faulty_Cell2
Show classification Show in data acquisition
Faulty_Cell1.4.txt Faulty_Cell1 1s 100% 1 Faulty_Cell1
Show classification Show in data acquisition

Model testing output

Model testing results

Accuracy
82.35%

Feature explorer

Loading...
Help & documentation Get help on the forum Send feedback Contact sales
Join us
Terms of Service Privacy policy