A Hybrid Methodology Based on Smart Management Energy Consumption in Irrigation Systems

Innovative practices in irrigation systems can bring improvements in terms of economic efficiency and, at the same time, can reduce environmental impacts. Investment in high-tech technologies frequently involves additional costs, but an efficient water management system can increase the lifetime of...

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Autores principales:	Florina Scarlatache, Gheorghe Grigoras, Vlad-Andrei Scarlatache, Bogdan-Constantin Neagu, Ovidiu Ivanov
Formato:	article
Lenguaje:	EN
Publicado:	MDPI AG 2021
Materias:	energy saving optimization expert system smart irrigation system Electronics TK7800-8360
Acceso en línea:	https://doaj.org/article/fc2fee81c76c4adf9f0d9dc1e8c31157
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spelling	oai:doaj.org-article:fc2fee81c76c4adf9f0d9dc1e8c311572021-11-25T17:25:27ZA Hybrid Methodology Based on Smart Management Energy Consumption in Irrigation Systems10.3390/electronics102228642079-9292https://doaj.org/article/fc2fee81c76c4adf9f0d9dc1e8c311572021-11-01T00:00:00Zhttps://www.mdpi.com/2079-9292/10/22/2864https://doaj.org/toc/2079-9292Innovative practices in irrigation systems can bring improvements in terms of economic efficiency and, at the same time, can reduce environmental impacts. Investment in high-tech technologies frequently involves additional costs, but an efficient water management system can increase the lifetime of the equipment. The most utilized electronic device for a smart management, used to pump units from irrigation systems, is the frequency converter. This device can regulate the speed of the motors that control the pumps according to the consumption of water, ensuring that it does not pump more water than is needed. This paper develops a new operating algorithm that ensures the operation of the pumping group at safe operating intervals and identifies the equivalent pump operating points for the entire flow range and pumping height of the pumping group in order to bring smart management to irrigation systems. The parameters monitored and collected for each vertical pump refers to the voltage, current, frequency (speeds) and flow of each hydraulic operating mode. The methodology used is based on the principle of creating an expert system to optimize energy consumption in the pumping groups. The proposed methodology was tested on an irrigation system that includes a pumping group with five pumps, showing its effectiveness in obtaining the optimal solution with a relatively low computational burden and without the violation of any system constraints under any operating conditions.Florina ScarlatacheGheorghe GrigorasVlad-Andrei ScarlatacheBogdan-Constantin NeaguOvidiu IvanovMDPI AGarticleenergy savingoptimizationexpert systemsmart irrigation systemElectronicsTK7800-8360ENElectronics, Vol 10, Iss 2864, p 2864 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	energy saving optimization expert system smart irrigation system Electronics TK7800-8360
spellingShingle	energy saving optimization expert system smart irrigation system Electronics TK7800-8360 Florina Scarlatache Gheorghe Grigoras Vlad-Andrei Scarlatache Bogdan-Constantin Neagu Ovidiu Ivanov A Hybrid Methodology Based on Smart Management Energy Consumption in Irrigation Systems
description	Innovative practices in irrigation systems can bring improvements in terms of economic efficiency and, at the same time, can reduce environmental impacts. Investment in high-tech technologies frequently involves additional costs, but an efficient water management system can increase the lifetime of the equipment. The most utilized electronic device for a smart management, used to pump units from irrigation systems, is the frequency converter. This device can regulate the speed of the motors that control the pumps according to the consumption of water, ensuring that it does not pump more water than is needed. This paper develops a new operating algorithm that ensures the operation of the pumping group at safe operating intervals and identifies the equivalent pump operating points for the entire flow range and pumping height of the pumping group in order to bring smart management to irrigation systems. The parameters monitored and collected for each vertical pump refers to the voltage, current, frequency (speeds) and flow of each hydraulic operating mode. The methodology used is based on the principle of creating an expert system to optimize energy consumption in the pumping groups. The proposed methodology was tested on an irrigation system that includes a pumping group with five pumps, showing its effectiveness in obtaining the optimal solution with a relatively low computational burden and without the violation of any system constraints under any operating conditions.
format	article
author	Florina Scarlatache Gheorghe Grigoras Vlad-Andrei Scarlatache Bogdan-Constantin Neagu Ovidiu Ivanov
author_facet	Florina Scarlatache Gheorghe Grigoras Vlad-Andrei Scarlatache Bogdan-Constantin Neagu Ovidiu Ivanov
author_sort	Florina Scarlatache
title	A Hybrid Methodology Based on Smart Management Energy Consumption in Irrigation Systems
title_short	A Hybrid Methodology Based on Smart Management Energy Consumption in Irrigation Systems
title_full	A Hybrid Methodology Based on Smart Management Energy Consumption in Irrigation Systems
title_fullStr	A Hybrid Methodology Based on Smart Management Energy Consumption in Irrigation Systems
title_full_unstemmed	A Hybrid Methodology Based on Smart Management Energy Consumption in Irrigation Systems
title_sort	hybrid methodology based on smart management energy consumption in irrigation systems
publisher	MDPI AG
publishDate	2021
url	https://doaj.org/article/fc2fee81c76c4adf9f0d9dc1e8c31157
work_keys_str_mv	AT florinascarlatache ahybridmethodologybasedonsmartmanagementenergyconsumptioninirrigationsystems AT gheorghegrigoras ahybridmethodologybasedonsmartmanagementenergyconsumptioninirrigationsystems AT vladandreiscarlatache ahybridmethodologybasedonsmartmanagementenergyconsumptioninirrigationsystems AT bogdanconstantinneagu ahybridmethodologybasedonsmartmanagementenergyconsumptioninirrigationsystems AT ovidiuivanov ahybridmethodologybasedonsmartmanagementenergyconsumptioninirrigationsystems AT florinascarlatache hybridmethodologybasedonsmartmanagementenergyconsumptioninirrigationsystems AT gheorghegrigoras hybridmethodologybasedonsmartmanagementenergyconsumptioninirrigationsystems AT vladandreiscarlatache hybridmethodologybasedonsmartmanagementenergyconsumptioninirrigationsystems AT bogdanconstantinneagu hybridmethodologybasedonsmartmanagementenergyconsumptioninirrigationsystems AT ovidiuivanov hybridmethodologybasedonsmartmanagementenergyconsumptioninirrigationsystems
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A Hybrid Methodology Based on Smart Management Energy Consumption in Irrigation Systems

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