Modelling and simulation of solar photovoltaic fed induction motor for water pumping application using perturb and observer MPPT algorithm

Jain, Geet; Shankar, V. K. Arun; Umashankar, S.

doi:10.1109/iceets.2016.7582935

Cited by 22 publications

(8 citation statements)

References 11 publications

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“…Three-phase induction motors were chosen for our study because of their broad advantages, such as robust construction, good speed regulation and high power factor [22]. The model of the IM in a coordinate system (d,q) connected to the rotating field synchronous at the speed is given as follow [23,24]:…”

Section: Induction Motors Modèlementioning

confidence: 99%

“…The centrifugal pump is mechanically coupled to the induction motor, where it presents the mechanical load of this IM motor [21]. The mechanical equation of the system is given by the following expression [22]:…”

Section: Centrifigual Pumpmentioning

confidence: 99%

“…It requires few mathematical calculations that make the implementation of this algorithm quite simple [21]. The paramount idea of this method is to push the system to operate in the direction where the output power supplied from the PV system boost up [22]. Consequently, the perturbation and observation method (P&O) increments/decreases periodically, due to the comparison of the panel voltage (PV output power) and that of the previous cycle [27].…”

Section: Optimization Of the Photovoltaic Water Pumping Systemmentioning

confidence: 99%

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Standalone photovoltaic array fed induction motor driven water pumping system

Loubna

Toufouti

Meziane

2020

IJECE

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Due to the absence of energy transmission lines connected to the water pumping sites in remote areas, problems related to the electrical power outages and the environmental degradation caused by fossil fuel. For this one of the most conceived solutions is the photovoltaic water pumping technology which has the advantage of being sustainable and respectful of the environment to supply water to rural areas. To ensure the need of water, especially for domestic use and small communities, in this article, the photovoltaic energy system for autonomous water pumping using the induction motor was presented, particularly adapted to the isolated regions. Pumping system consists of four photovoltaic (PV) panels, boost converter, inverter, induction motor, centrifugal pump and a storage tank. In this study, the output power of a PV solar cell is fully used by proposing the P&O algorithm, where it is used to follow a maximum power point tracking (MPPT) technique. The recommended system is designed, modeled and simulated on the MATLAB/Simulink platform. The efficiency of the proposed algorithm is observed with variable solar sunshine.

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Section: Induction Motors Modèlementioning

confidence: 99%

Section: Centrifigual Pumpmentioning

confidence: 99%

Section: Optimization Of the Photovoltaic Water Pumping Systemmentioning

confidence: 99%

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Standalone photovoltaic array fed induction motor driven water pumping system

Loubna

Toufouti

Meziane

2020

IJECE

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“…Figure 1 shows the block diagram of the solar based water pump. The input current and input voltage from the PV array is taken to calculate the output power of PV panels (Jain et al, 2016).…”

Section: Introductionmentioning

confidence: 99%

“…Block diagram of solar pumping system with (3-phase I.M)(Jain et al, 2016) Fig. 2: Equivalent circuit of photovoltaic cell(Chenni et al, 2006) a photovoltic cell: The PV cell equivalent circuit consists of a photo current source, diode, a resistor in parallel representing leakage current and a resistor in series characterize an internal resistance to the current flow as shown inFig.…”

mentioning

confidence: 99%

Design and Performance Analysis of a 3-Phase Induction Motor for Solar Photovoltaic Fed Pumping System

Hussain¹,

Habbi²

2019

J. Eng. Appl. Sci.

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This study presents the efficient use of solar energy by operating Photovoltaic (PV) panels for the powering of the 3-phase Induction Motor (IM) to pump the water. The main components of solar-powered pump system are the solar panel inverter, 3-phase (IM) and circuit breaker to protection of the proposed system. The proposed system implemented and simulation the application to give power from solar to (IM) to drive the centrifugal Pump by converting the DC electric power generated from a PV panel to AC power using the 3-phase inverter. In the proposed system solar panel of 3 kW and 3-phase (IM) used is of 3 HP power rating. The control strategy of the 3-phase inverter is used SPWM is carried out. The simulation of the proposed system using MATLAB/Simulink Software.

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Application of machine learning for inter turn fault detection in pumping system

Dutta

Palanisamy

Shanmugam³

2022

Sci Rep

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Pump fault diagnosis is essential for the maintenance and safety of the device as it is an important appliance used in various major sectors. Fault diagnosis at the proper time can reduce maintenance costs and save energy. This article uses a Simulink model based on mathematical equations to analyze the effects of parameter estimation of three-phase induction motor-based centrifugal pumps in inter-turn fault conditions. The inter-turn fault causes a massive in, a massive increase in current, which severely affects the parameters of both motor and pump. These have been analyzed by simulation through the Matlab Simulink model. Later, the results are verified by a hardware in loop (HIL) based simulator. In this paper, machine learning (ML) based artificial neural network (ANN) and ANFIS (ANN and Fuzzy) models have been applied for fault detection. ANN and ANFIS-based models provide a satisfactory level of accuracy. These models provide accurate training and testing results. Based on root mean square error (RMSE), R2, prediction accuracy, and mean validation value, these models are compared to find out which is more suitable for this experiment. Various supervised algorithms are compared with ANN, ANFIS, and lastly, found which is the most suitable for this experiment.

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Modelling and simulation of solar photovoltaic fed induction motor for water pumping application using perturb and observer MPPT algorithm

Cited by 22 publications

References 11 publications

Standalone photovoltaic array fed induction motor driven water pumping system

Standalone photovoltaic array fed induction motor driven water pumping system

Design and Performance Analysis of a 3-Phase Induction Motor for Solar Photovoltaic Fed Pumping System

Application of machine learning for inter turn fault detection in pumping system

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