ANN Based MPPT Applied To Solar Powered Water Pumping System Using BLDC Motor

被引：0

作者：

Jena, Priyatosh ^{[1
]}

Pudur, Rajen

Ray, Prakash Kumar

Mohanty, Asit

机构：

[1] Natl Inst Technol Arunachal Pradesh, Dept Elect Engn, Yupia, India

来源：

2019 1ST IEEE INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY TECHNOLOGIES AND SYSTEMS (IEEE-ICSETS 2019) | 2019年

关键词：

Artificial Neural Network (A NN); BLOC motor; Boost Converter; Maximum Power Point Tracking (MPPT); Solar Photovoltaic (SPV) array;

D O I：

10.1109/icsets.2019.8744804

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

This paper introduces non-electrical input based artificial neural network (ANN) maximum power point tracking (MPPT) technique to the solar powered water pumping system using brushless DC (BLDC) motor. The objective is to model a step size independent MPPT using neural network for water pumping application. A DC-DC boost converter is being utilized which is driven by ANN based MPPT to extract maximum power out of solar photovoltaic (SPY) array and also responsible for soft starting of BLDC motor. Pulse width modulated (PWM) control of the voltage source inverter (VSI) using DC link voltage controller is used to control the speed of the BLDC motor. PWM signal is generated using the inbuilt encoder to perform the electronic commutation by hall signal sensing. Performance analysis of a BLDC motor driving pump system is carried out under the MATLAB/Simulink environment and efficiency of the overall system is calculated under various irradiance condition.

引用

页码：200 / 205

页数：6

共 15 条

[1] Artificial neural network-based photovoltaic maximum power point tracking techniques: a survey [J].

Elobaid, Lina M. ;

Abdelsalam, Ahmed K. ;

Zakzouk, Ezeldin E. .

IET RENEWABLE POWER GENERATION, 2015, 9 (08) :1043-1063

[2] MOTOR SELECTION MADE EASY [J].

Jones, Walter V. .

IEEE INDUSTRY APPLICATIONS MAGAZINE, 2013, 19 (06) :36-45

[3]

Kumar Rajan, 2014, 9 INT C IND INF SYST

[4]

Kumar Rajan, 2015, ANN IEEE IND C INDIC

[5]

Kumar Rajan, 2015, IEEE EN CONV C EXP E

[6]

Malla S. G., 2011, IEEE INT C EN AUT SI

[7]

Mohan N., 2003, Power Electronics. Converters, V3

[8]

Rebei N, 2014, 2014 11TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS & DEVICES (SSD)

[9]

Sharma U, 2016, PROCEEDINGS OF THE FIRST IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, INTELLIGENT CONTROL AND ENERGY SYSTEMS (ICPEICES 2016)

[10] Solar Powered Water Pumping System Employing Switched Reluctance Motor Drive [J].

Singh, Bhim ;

Mishra, Anjanee Kumar ;

Kumar, Rajan .

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2016, 52 (05) :3949-3957

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