Research Article
An Improved Direct Torque Control with an Advanced Broken-Bar Fault Diagnosis for Induction Motor Drives
Table 1
Recent works on DTC control based on artificial intelligence and advanced strategies.
| | Recent works | Flux controller type | Torque controller type | Switching table type | Speed regulator type | Others |
| | Reference [16] | Neural controller (3 inputs/3 outputs) | — | — | | Reference [17] | — | — | — | Fuzzy controller | SVM strategy | | Reference [18] | 2 levels classical controller | 3 levels classical controller | Classical table (3 inputs/3 outputs) | Optimized PID by the ACO algorithm | — | | Reference [19] | — | — | — | Classical PI regulator | Optimized neural predictive control by PSO with the application of SVM strategy | | Reference [20] | Fuzzy controller (3 inputs/3 outputs) | — | — | | Reference [21] | — | — | — | Fuzzy controller | Predictive control | | Reference [22] | Fuzzy controller (2 inputs/1 output) | Modified table | Classical PI regulator | — | | Reference [23] | Neural controller (2 inputs/1 output) | Neural controller (2 inputs/1 output) | Classical table (3 inputs/3 outputs) | — | — |
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SVM, space vector modulation; ACO, ant colony optimization; PSO, particle swarm optimization.
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