Efficiency and Cost Optimization of Three-ϕ Induction Motor Using Soft Computing Techniques

Shukla, Niraj Kumar; Pandey, Shashi Kant; Srivastava, Rajeev

doi:10.1007/978-981-15-2369-4_26

Cited by 3 publications

(1 citation statement)

References 3 publications

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“…Furthermore, for a large amount of numerical testing, Mirjalili suggested that DA executes in a better way as compared to GA and PSO [ 30 ]. Conventionally, in [ 31 , 32 ], the authors used the key attributes of loss model control (LMC) as well as search control (SC) together for assessment and reproduction of optimal flux component of current (I ds ), for optimal efficiency operation of IM. However, the model struggles with the performance rate when there is variation in the load profile.…”

Section: Literature Reviewmentioning

confidence: 99%

A Hybrid Dragonfly Algorithm for Efficiency Optimization of Induction Motors

Shukla¹,

Srivastava

Mirjalili

2022

Sensors

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Induction motors tend to have better efficiency on rated conditions, but at partial load conditions, when these motors operate on rated flux, they exhibit lower efficiency. In such conditions, when these motors operate for a long duration, a lot of electricity gets consumed by the motors, due to which the computational cost as well as the total running cost of industrial plant increases. Squirrel-cage induction motors are widely used in industries due to their low cost, robustness, easy maintenance, and good power/mass relation all through their life cycle. A significant amount of electrical energy is consumed due to the large count of operational units worldwide; hence, even an enhancement in minute efficiency can direct considerable contributions within revenue saving, global electricity consumption, and other environmental facts. In order to improve the efficiency of induction motors, this research paper presents a novel contribution to maximizing the efficiency of induction motors. As such, a model of induction motor drive is taken, in which the proportional integral (PI) controller is tuned. The optimal tuning of gains of a PI controller such as proportional gain and integral gain is conducted. The tuning procedure in the controller is performed in such a condition that the efficiency of the induction motor should be maximum. Moreover, the optimization concept relies on the development of a new hybrid algorithm, the so-called Scrounger Strikes Levy-based dragonfly algorithm (SL-DA), that hybridizes the concept of dragonfly algorithm (DA) and group search optimization (GSO). The proposed algorithm is compared with particle swarm optimization (PSO) for verification. The analysis of efficiency, speed, torque, energy savings, and output power is validated, which confirms the superior performance of the suggested method over the comparative algorithms employed.

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Section: Literature Reviewmentioning

confidence: 99%

A Hybrid Dragonfly Algorithm for Efficiency Optimization of Induction Motors

Shukla¹,

Srivastava

Mirjalili

2022

Sensors

Self Cite

View full text Add to dashboard Cite

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Investigation of Various Solar Photovoltaic Cells and its limitation

2022

rne

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Solar cells generate Electric Uses sunlight Semiconductor devices. They are like processing computer memory chips. Solar cells primarily Silicon so; it is caused by the sun's rays Absorbs exposed photons. A photovoltaic cell, commonly referred to as the solar cell, it is exposed to direct sunlight a non-mechanical device that converts electricity. Some PV cells Converts artificial light into electricity. Solar cells are cell-based cells and are classified into two types as thin film based cell. What are the disadvantages of Quantitative solar cell? It has a low absorption coefficient, high cost and high temperature and reduces the efficiency of the cell in Low light conditions. To overcome these shortcomings Perovskite, high absorption coefficient, Flexible, light weight The thin film consists of a solar cell and increased performance at high temperatures. The main objectives of this chapter are origin of the Perovskite solar cell; it is a brief discussion of the features, applications, challenges and future trends.

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Exploring Recent Trends in Solar Energy Application

2022

rne

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Renewable energy sources and developing countries facing technologies like india are long-term ability to provide solutions to energy problems have. Riya energy is india’s new capability energy is not only an important part of the development plan improving safety and environmental concerns great for remedial and renewable energy lead to the market. Solar thermal power (STE), also known as compressed solar power (CSP) it is a growing renewable energy technology future potential for power generation in india can be created as an option. The use of solar energy has reached a significant margin in recent years. Newly Analyzed Nuclear Fusion We create new standard solar models using cross-sections Provide results for heliosystemic measurements and solar neutrino fluxes.

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Efficiency and Cost Optimization of Three-ϕ Induction Motor Using Soft Computing Techniques

Cited by 3 publications

References 3 publications

A Hybrid Dragonfly Algorithm for Efficiency Optimization of Induction Motors

A Hybrid Dragonfly Algorithm for Efficiency Optimization of Induction Motors

Investigation of Various Solar Photovoltaic Cells and its limitation

Exploring Recent Trends in Solar Energy Application

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