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Article

Economy Mode Setting Device for Wind-Diesel Power Plants

Department of Electric Power Engineering, Power Supply and Power Electronics, Nizhny Novgorod State Technical University n.a. R.E. Alekseev, 603950 Nizhny Novgorod, Russia
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Energies 2020, 13(5), 1274; https://doi.org/10.3390/en13051274
Submission received: 20 December 2019 / Revised: 18 February 2020 / Accepted: 5 March 2020 / Published: 10 March 2020
(This article belongs to the Special Issue Optimal Control of Hybrid Systems and Renewable Energies)

Abstract

The article is devoted to the problem of reducing fuel consumption in a diesel generator set (DGS) as a part of a wind-diesel power plant (WDPP). The object of the research is a variable speed DGS. The goal is to develop the WDPP intelligent control system, providing an optimal shaft speed of an internal combustion engine (ICE). The basis of the intelligent control system is an economy mode setting device (EMSD), which controls the fuel supply to the ICE. The functional chart of EMSD has been presented. The main EMSD blocks contain a controller and an associative memory block. The associative memory block is a software model of an artificial neural network that determines the optimal shaft speed of the ICE. An algorithm for the WDPP intelligent control system has been developed and tested using the WDPP Simulink model. The EMSD prototype has been created, and its research has been conducted. Dependences of the change in specific and absolute fuel consumption on the load power have been obtained for two 4 kW DGS: with constant rotation speed and variable rotation speed DGS with EMSD. It has been established that the use of EMSD in the mode of low loads allow one to reduce fuel consumption by almost 30%. The error in determining the optimal engine speed using EMSD prototype is not more than 15%.
Keywords: wind-diesel power plant; intelligent control system; diesel-generator set; internal combustion engine; artificial neural network; fuel economy wind-diesel power plant; intelligent control system; diesel-generator set; internal combustion engine; artificial neural network; fuel economy

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MDPI and ACS Style

Dar’enkov, A.; Sosnina, E.; Shalukho, A.; Lipuzhin, I. Economy Mode Setting Device for Wind-Diesel Power Plants. Energies 2020, 13, 1274. https://doi.org/10.3390/en13051274

AMA Style

Dar’enkov A, Sosnina E, Shalukho A, Lipuzhin I. Economy Mode Setting Device for Wind-Diesel Power Plants. Energies. 2020; 13(5):1274. https://doi.org/10.3390/en13051274

Chicago/Turabian Style

Dar’enkov, Andrey, Elena Sosnina, Andrey Shalukho, and Ivan Lipuzhin. 2020. "Economy Mode Setting Device for Wind-Diesel Power Plants" Energies 13, no. 5: 1274. https://doi.org/10.3390/en13051274

APA Style

Dar’enkov, A., Sosnina, E., Shalukho, A., & Lipuzhin, I. (2020). Economy Mode Setting Device for Wind-Diesel Power Plants. Energies, 13(5), 1274. https://doi.org/10.3390/en13051274

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