The DOI matches its Crossref record, with a small difference in title or year.
Performance Analysis of ANN Based three-phase four-wire Shunt Active Power Filter for Harmonic Mitigation under Distorted Supply Voltage Conditions
Abstract
This paper presents the design and implementation of three-phase four-wire shunt active power filter (SAPF). It consists of insulated gate bipolar transistors, IGBT based current-controlled voltage source inverter (CC-VSI), series coupling inductor and self-supported DC bus. Power electronics based converters and non-linear loads generate waveform-driven power quality issue as harmonics. Three-phase four-wire SAPF mitigates harmonics, compensates for reactive power, neutral current and power factor correction. Conventionally, the positive sequence detection control strategy using phase-locked loop (PLL) is applied as the synchronizing unit vector element to generate reference source currents. Conventional controller tuning process is difficult and fails to perform satisfactorily under supply voltage variation conditions. In this paper, Levenberg-Marquardt back propagation training algorithm based artificial neural network (ANN) controller is proposed to regulate DC link voltage due to its self-adapting and rapid calculation characteristics that allow the controller to handle high nonlinearity and uncertainty in a non-linear system. Weights of a neuron are adapted to minimize total harmonic distortion (THD) of source current under the step, ramp, time series amplitude variation and frequency and amplitude of modulation conditions. The proposed system is modelled in MATLAB/SIMULINK environment and laboratory prototype with dSpace1104 control card is developed. Experimentation r…
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Kadir Sheikh, S., Jain, M., & Chandrakant Tapre, P. (2025) · Tehnički glasnik · doi:10.31803/tg-20230822132129 · Cited by 2
“As a consequence of the various loading scenarios, distorted current is injected from the point of common coupling to supply [19].”
Metadata
- Authors
- Agrawal, S., Palwalia, D. K., & Kumar, M.
- Affiliations
- Rajasthan Technical University (IN)
- Indian Institute of Technology Roorkee (IN)
- Venue
- IETE Journal of Research
- Publisher
- Informa UK Limited
- Published
- 2019-05-23
- Volume
- 68
- Issue
- 1
- Pages
- 566-574
- ISSN
- 0377-2063 (ISSN-L)
- 0974-780X
- OpenAlex
- W2945830849
- Cited by
- 50
- References
- 0
- Citations by year
- 2025: 5 · 2024: 10 · 2023: 8 · 2022: 10 · 2021: 9 · 2020: 5 · 2019: 3
- FWCI
- 2.43
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IETE Journal of Research (publishedVersion)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Power Quality and Harmonics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Multilevel Inverters and Converters
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Power System Optimization and Stability
- Keywords
- shunt active power filter, three-phase four-wire system, harmonic compensation, total harmonic distortion, Levenberg-Marquardt backpropagation, neural network controller, DC bus voltage regulation, supply voltage variation, reactive power compensation, power factor correction, neutral current compensation, nonlinear loads, power quality
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