Application of the cybernetic approach to price-dependent demand response for underground mining enterprise electricity consumption
The article considers a cybernetic model for the price-dependent demand response (DR) consumed by an underground mining enterprise (UGME), in particular, the main fan unit (MFU). A scheme of the model for managing the energy consumption of a MFU in the DR mode and the implementation of the cyberneti...
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| Format: | Article |
| Language: | English |
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Saint-Petersburg Mining University
2023-07-01
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| Series: | Записки Горного института |
| Subjects: | |
| Online Access: | https://pmi.spmi.ru/pmi/article/view/14928?setLocale=en_US |
| _version_ | 1797404420650041344 |
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| author | Aleksandr V. Nikolaev Stefan Vöth Aleksei V. Kychkin |
| author_facet | Aleksandr V. Nikolaev Stefan Vöth Aleksei V. Kychkin |
| author_sort | Aleksandr V. Nikolaev |
| collection | DOAJ |
| description | The article considers a cybernetic model for the price-dependent demand response (DR) consumed by an underground mining enterprise (UGME), in particular, the main fan unit (MFU). A scheme of the model for managing the energy consumption of a MFU in the DR mode and the implementation of the cybernetic approach to the DR based on the IoT platform are proposed. The main functional requirements and the algorithm of the platform operation are described, the interaction of the platform with the UGME digital model simulator, on which the processes associated with the implementation of the technological process of ventilation and electricity demand response will be simulated in advance, is shown. The results of modeling the reduction in the load on the MFU of a mining enterprise for the day ahead are given. The presented solution makes it possible to determine in advance the necessary power consumption for the operation of the main power supply unit, manage its operation in an energy-saving mode and take into account the predicted changes in the planned one (e.g., when men hoisting along an air shaft) and unscheduled (e.g., when changing outdoor air parameters) modes. The results of the study can be used to reduce the cost of UGME without compromising the safety of technological processes, both through the implementation of energy-saving technical, technological or other measures, and with the participation of enterprises in the DR market. The proposed model ensures a guaranteed receipt of financial compensation for the UGME due to a reasonable change in the power consumption profile of the MFU during the hours of high demand for electricity, set by the system operator of the Unified Energy System. |
| first_indexed | 2024-03-09T02:54:42Z |
| format | Article |
| id | doaj.art-087c552418014053925cd4eb99727851 |
| institution | Directory Open Access Journal |
| issn | 2411-3336 2541-9404 |
| language | English |
| last_indexed | 2024-03-09T02:54:42Z |
| publishDate | 2023-07-01 |
| publisher | Saint-Petersburg Mining University |
| record_format | Article |
| series | Записки Горного института |
| spelling | doaj.art-087c552418014053925cd4eb997278512023-12-05T07:31:11ZengSaint-Petersburg Mining UniversityЗаписки Горного института2411-33362541-94042023-07-0126140341410.31897/PMI.2022.3314928Application of the cybernetic approach to price-dependent demand response for underground mining enterprise electricity consumptionAleksandr V. Nikolaev0https://orcid.org/0000-0002-4601-5780Stefan Vöth1https://orcid.org/0000-0002-0705-973XAleksei V. Kychkin2https://orcid.org/0000-0003-0626-5803Perm National Research Polytechnic UniversityGeorge Agricola Graduate School of Technical SciencesNational Research University Higher School of Economics, Branch in PermThe article considers a cybernetic model for the price-dependent demand response (DR) consumed by an underground mining enterprise (UGME), in particular, the main fan unit (MFU). A scheme of the model for managing the energy consumption of a MFU in the DR mode and the implementation of the cybernetic approach to the DR based on the IoT platform are proposed. The main functional requirements and the algorithm of the platform operation are described, the interaction of the platform with the UGME digital model simulator, on which the processes associated with the implementation of the technological process of ventilation and electricity demand response will be simulated in advance, is shown. The results of modeling the reduction in the load on the MFU of a mining enterprise for the day ahead are given. The presented solution makes it possible to determine in advance the necessary power consumption for the operation of the main power supply unit, manage its operation in an energy-saving mode and take into account the predicted changes in the planned one (e.g., when men hoisting along an air shaft) and unscheduled (e.g., when changing outdoor air parameters) modes. The results of the study can be used to reduce the cost of UGME without compromising the safety of technological processes, both through the implementation of energy-saving technical, technological or other measures, and with the participation of enterprises in the DR market. The proposed model ensures a guaranteed receipt of financial compensation for the UGME due to a reasonable change in the power consumption profile of the MFU during the hours of high demand for electricity, set by the system operator of the Unified Energy System.https://pmi.spmi.ru/pmi/article/view/14928?setLocale=en_USdemand responsecybernetic approachsystem architectureinternet of things platformunderground mining enterpriseshort-term load forecastingdigital twin |
| spellingShingle | Aleksandr V. Nikolaev Stefan Vöth Aleksei V. Kychkin Application of the cybernetic approach to price-dependent demand response for underground mining enterprise electricity consumption Записки Горного института demand response cybernetic approach system architecture internet of things platform underground mining enterprise short-term load forecasting digital twin |
| title | Application of the cybernetic approach to price-dependent demand response for underground mining enterprise electricity consumption |
| title_full | Application of the cybernetic approach to price-dependent demand response for underground mining enterprise electricity consumption |
| title_fullStr | Application of the cybernetic approach to price-dependent demand response for underground mining enterprise electricity consumption |
| title_full_unstemmed | Application of the cybernetic approach to price-dependent demand response for underground mining enterprise electricity consumption |
| title_short | Application of the cybernetic approach to price-dependent demand response for underground mining enterprise electricity consumption |
| title_sort | application of the cybernetic approach to price dependent demand response for underground mining enterprise electricity consumption |
| topic | demand response cybernetic approach system architecture internet of things platform underground mining enterprise short-term load forecasting digital twin |
| url | https://pmi.spmi.ru/pmi/article/view/14928?setLocale=en_US |
| work_keys_str_mv | AT aleksandrvnikolaev applicationofthecyberneticapproachtopricedependentdemandresponseforundergroundminingenterpriseelectricityconsumption AT stefanvoth applicationofthecyberneticapproachtopricedependentdemandresponseforundergroundminingenterpriseelectricityconsumption AT alekseivkychkin applicationofthecyberneticapproachtopricedependentdemandresponseforundergroundminingenterpriseelectricityconsumption |