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. 2024 Jun 17;10(13):e32661. doi: 10.1016/j.heliyon.2024.e32661

Table 7.

Initial position (0.0, −0.7, −1) and the ITSE of the suggested controllers for a 10 % increase in the third link's mass.

Controller ITSE
NN-PIPD 0.06574 × 10-5
NN + PID 323.861 × 10-5
ELNN-PID 1.95897 × 10-5