Performance Improvement of DC Motor by using ANFIS Controller
This research paper is to improve a DC motor's performance by using two different control strategies: Sliding Mode Control (SMC) and ANFIS. Fuzzy Logic (FL) and Neural Networks (NN) are used by the ANFIS controller to show flexibility in the face of nonlinearities, and SMC shows resilience in t...
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| Vydané v: | 2024 4th International Conference on Pervasive Computing and Social Networking (ICPCSN) s. 932 - 938 |
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IEEE
03.05.2024
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| Abstract | This research paper is to improve a DC motor's performance by using two different control strategies: Sliding Mode Control (SMC) and ANFIS. Fuzzy Logic (FL) and Neural Networks (NN) are used by the ANFIS controller to show flexibility in the face of nonlinearities, and SMC shows resilience in the face of uncertainty. The dynamic response of the armature current and DC motor speed under each control technique is shown by the simulation results. By highlighting the benefits and drawbacks, comparative analysis helps to choose the best control strategy for a given set of application needs. |
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| AbstractList | This research paper is to improve a DC motor's performance by using two different control strategies: Sliding Mode Control (SMC) and ANFIS. Fuzzy Logic (FL) and Neural Networks (NN) are used by the ANFIS controller to show flexibility in the face of nonlinearities, and SMC shows resilience in the face of uncertainty. The dynamic response of the armature current and DC motor speed under each control technique is shown by the simulation results. By highlighting the benefits and drawbacks, comparative analysis helps to choose the best control strategy for a given set of application needs. |
| Author | Ahmed Sydu, Shabbier sultana, waseem Kumar, V Basha, Mulla Gouse Ganesh, Lukka Bhanu Chenchireddy, Kalagotla |
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| Snippet | This research paper is to improve a DC motor's performance by using two different control strategies: Sliding Mode Control (SMC) and ANFIS. Fuzzy Logic (FL)... |
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| SubjectTerms | Adaptive Control DC motor DC motors Faces Fuzzy logic Performance Improvement Real-time systems Robust Control Simulation Sliding Mode Control Social networking (online) Uncertainty |
| Title | Performance Improvement of DC Motor by using ANFIS Controller |
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