Experimental implementation controlled SPWM inverter based harmony search algorithm
C (programming language); Controllers; Electric inverters; Errors; Learning algorithms; MATLAB; Particle swarm optimization (PSO); Pulse width modulation; Voltage control; And transient response; C code for the sine PWM; C++ codes; Ezdsp f28335 board; Harmony search algorithm; Harmony search algorit...
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International Journal of Renewable Energy Research
2023
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my.uniten.dspace-234172023-05-29T14:40:18Z Experimental implementation controlled SPWM inverter based harmony search algorithm Najeeb M. Mansor M. Razali R. Daniyal H. Yahaya J.A.F. 55052092300 6701749037 7801616276 57191624414 57190137793 C (programming language); Controllers; Electric inverters; Errors; Learning algorithms; MATLAB; Particle swarm optimization (PSO); Pulse width modulation; Voltage control; And transient response; C code for the sine PWM; C++ codes; Ezdsp f28335 board; Harmony search algorithm; Harmony search algorithms; Mean absolute error; Pulse width modulation inverters; Sinusoidal pulsewidth modulations (SPWM); Transient analysis An optimum PI controller using harmony search optimization algorithm (HS) is utilized in this research for the single-phase bipolar SPWM inverter. The aim of this algorithm is to avoid the conventional trial and error procedure which is usually applied in finding the PI coefficients in order to obtain the desired performance. Then, the control algorithm of the inverter prototype is experimentally implemented using the eZdsp F28355 board along with the bipolar sinusoidal pulse width modulation (SPWM) to control the output voltage drop under different load conditions. The proposed overall inverter design and the control algorithm are modelled using MATLAB environment (Simulink/m-file Code). The mean absolute error (MAE) formula is used as an objective function with the HS algorithm in finding the adaptive values of kp and ki parameters to minimize the error of the inverter output voltage. Based on the output results, the proposed voltage controller using HS algorithm based PI (HS-PI) showed that the inverter output performance is improved in terms of voltage amplitude, robustness, and convergence rate speed as compared to PSO algorithm based PI (PSO-PI). This is to say that the proposed controller provides a good dynamic responses in both cases; transient and steady-state. Finally, the experimental setup result of the inverter controller is verified to validate the simulation results. Final 2023-05-29T06:40:18Z 2023-05-29T06:40:18Z 2017 Article 2-s2.0-85029818250 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029818250&partnerID=40&md5=408d98e34c08bd5ccd19a6ccbd803a1e https://irepository.uniten.edu.my/handle/123456789/23417 7 3 1041 1052 International Journal of Renewable Energy Research Scopus |
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| description |
C (programming language); Controllers; Electric inverters; Errors; Learning algorithms; MATLAB; Particle swarm optimization (PSO); Pulse width modulation; Voltage control; And transient response; C code for the sine PWM; C++ codes; Ezdsp f28335 board; Harmony search algorithm; Harmony search algorithms; Mean absolute error; Pulse width modulation inverters; Sinusoidal pulsewidth modulations (SPWM); Transient analysis |
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55052092300 |
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55052092300 Najeeb M. Mansor M. Razali R. Daniyal H. Yahaya J.A.F. |
| format |
Article |
| author |
Najeeb M. Mansor M. Razali R. Daniyal H. Yahaya J.A.F. |
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Najeeb M. Mansor M. Razali R. Daniyal H. Yahaya J.A.F. Experimental implementation controlled SPWM inverter based harmony search algorithm |
| author_sort |
Najeeb M. |
| title |
Experimental implementation controlled SPWM inverter based harmony search algorithm |
| title_short |
Experimental implementation controlled SPWM inverter based harmony search algorithm |
| title_full |
Experimental implementation controlled SPWM inverter based harmony search algorithm |
| title_fullStr |
Experimental implementation controlled SPWM inverter based harmony search algorithm |
| title_full_unstemmed |
Experimental implementation controlled SPWM inverter based harmony search algorithm |
| title_sort |
experimental implementation controlled spwm inverter based harmony search algorithm |
| publisher |
International Journal of Renewable Energy Research |
| publishDate |
2023 |
| _version_ |
1806426070703931392 |
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13.222552 |