Optimization of Single Phase fed three phase VFD using ANN
Rekha Mudundi1, Malligunta Kiran Kumar2
1Rekha Mudundi*, Department of EEE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, India.
2Malligunta Kiran Kumar, Department of EEE, Koneru Lakshmaiah Education Foundation, Vaddeswaram, India.
Manuscript received on September 23, 2019. | Revised Manuscript received on October 15, 2019. | Manuscript published on October 30, 2019. | PP: 5022-5026 | Volume-9 Issue-1, October 2019 | Retrieval Number: A3003109119/2019©BEIESP | DOI: 10.35940/ijeat.A3003.109119
Open Access | Ethics and Policies | Cite | Mendeley
© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Several applications in rural areas necessitates the use of single phase fed three-phase VFD’s which need to consider certain constraints. These constraints are usually addressed by strictly de-rating the VFD considering only the DC bus voltage ripple. The other constraints like peak currents of the input diode bridge rectifier and beyond current rating of input terminal blocks in addition voltage ripple across the DC bus capacitor need to be considered for a finest performance of VFD which confines the output power capability to the single-phase rated value of the VFD. A novel motor q-axis current with ANN algorithm is introduced to overcome this problem which takes in to account of all the component stresses which need to be addressed. The simulation for the proposed model is done in MATLAB/Simulink environment. The analysis of average and ripple current controller of motor q-axis current and DC bus ripple voltage is done using the proposed methods.
Keywords: ANN, PSO ,VFD, q-axis average current, q-axis ripple current.