Keywords
efficiency
pressure stabilization
voltage regulation
induction generator насосна установка
ефективність
стабілізація тиску
регулювання напруги
асинхронний генератор
How to Cite
Abstract
The nature of the efficiency change in pump systems powered by an alternative source of electricity in conditions of a given pressure stabilization is investigated. An electromechanical water supply system powered by an alternative energy source using a static compensator (STATCOM) is considered. The observer of energy efficiency of the pump installation based on theory of artificial neural networks, which training occurs on the basis of static characteristics of the unit, is constructed. The results and analysis of investigations of the efficiency level changes during a typical daily cycle of water consumption are shown. References 12, figure 5.
References
Camocardi P., Battaiotto P., Mantz R. Autonomous water pumping system based on wind generation. Control by rotor frequency. IEEE International Conference on Industrial Technology. Via del Mar, Chile, March 14-17, 2010. Pp. 903-908. DOI: https://doi.org/10.1109/ICIT.2010.5472568
Ganesh A., Dahiya R., Singh G.K. Development of simple technique for STATCOM for voltage regulation and power quality improvement. IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES). Trivandrum, India, December 14-17, 2016. Pp. 1-6. DOI: https://doi.org/10.1109/PEDES.2016.7914421
Kiselychnyk O., Bodson M., Wang J. Model of a self-excited induction generator for the design of capacitor-controlled voltage regulators. 21st Mediterranean Conference on Control and Automation. Platanias, Greece, June 25-28, 2013. Pp. 149-154. DOI: https://doi.org/10.1109/MED.2013.6608713
Burian S.O., Kiselychnyk O.I., Mykola M.V., Pushkar M.V., Reshetnik V.S., Zemlianukhina H.Y. Energy-Efficient Control Of Pump Units Based On Neural-Network Parameter Observer. Tekhnichna Elektrodynamika, 2020. No 1. Pp. 71-77. DOI: https://doi.org/10.15407/TECHNED2020.01.071
Yan-juan L., Yi Y., Hai-qin G., Ye Z. Identification and self-tuning control of heat pump system based on neural network. IEEE Chinese Control and Decision Conference. China, 28-30 May 2016. Pp. 6687-6691. DOI: https://doi.org/10.1109/CCDC.2016.7532200
Beshta A., Aziukovskyi O., Balakhontsev A., Shestakov A. Combined power electronic converter for simultaneous operation of several renewable energy sources. 2017 International Conference on Modern Electrical and Energy Systems (MEES). Kremenchuk, Ukraine, November 15-17, 2017. Pp. 236-239. DOI: https://doi.org/10.1109/MEES.2017.8248898
Mousavi Z., Fadaeinedjad R., Moradi H., Bagherzadeh M. A New Configuration for Wind/Solar Water Pumping System Based on a Doubly Fed Induction Generator. IEEE Energy Conversion Congress and Exposition. 2020. Pp. 1891-1898. DOI: https://doi.org/10.1109/ECCE44975.2020.9235941
Pushkar M., Krasnoshapka N., Pechenik M., Burian S., Zemlianukhina H. Approximation of Magnetizing Inductance Curve of Self-exited Induction Generator for Investigation of Steady-state Operation Modes. IEEE 7th International Conference on Energy Smart Systems (ESS). Kyiv, Ukraine, May 12-14, 2020. Pp. 301-305. DOI: https://doi.org/10.1109/ESS50319.2020.9160143
Osadchyy V., Nazarova O., Olieinikov M. The Research of a Two-Mass System with a PID Controller, Considering the Control Object Identification. IEEE International Conference on Modern Electrical and Energy Systems (MEES). Kremenchuk, Ukraine, September 21-24, 2021. Pp. 1-5. DOI: https://doi.org/10.1109/MEES52427.2021.9598542
Pechenik M., Burian S., Pushkar M., Zemlianukhina H. Analysis of the Energy Efficiency of Pressure Stabilization Cascade Pump System. IEEE International Conference on Modern Electrical and Energy Systems (MEES). Kremenchuk, Ukraine, September 23-25, 2019. Pp. 490-493. DOI: https://doi.org/10.1109/MEES.2019.8896588
Pechenik M., Burian S., Zemlianukhina H., Pushkar M. Investigation of the Hydraulic Pressure Stabilization Accuracy in the Conditions of Water Supply Cascade Pump System Operation. IEEE 7th International Conference on Energy Smart Systems (ESS). Kyiv, Ukraine, May 12-14, 2020. Pp. 97-100. DOI: https://doi.org/10.1109/ESS50319.2020.9160340
Zhou R., Li G., Ju L. Optimization design of pump motor based on genetic algorithm and neural network. IEEE 11th Conference on Industrial Electronics and Applications (ICIEA). China, 5-7 June 2016. Pp. 38-42. DOI: https://doi.org/10.1109/ICIEA.2016.7603548
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