A review of existing methods and software tools for energy management and planning
In the current conditions of global transformation of the energy sector and growing market instability, the issue of optimizing energy consumption planning is becoming critical, especially for the category of significant consumers. This study is devoted to a comprehensive review and systematization...
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| Date: | 2025 |
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| Main Authors: | , |
| Format: | Article |
| Language: | Ukrainian |
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Інститут проблем реєстрації інформації НАН України
2025
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| Online Access: | http://drsp.ipri.kiev.ua/article/view/345528 |
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| Journal Title: | Data Recording, Storage & Processing |
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Data Recording, Storage & Processing| _version_ | 1856543235632005120 |
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| author | Голець, В. О. Коваль, О. В. |
| author_facet | Голець, В. О. Коваль, О. В. |
| author_sort | Голець, В. О. |
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| collection | OJS |
| datestamp_date | 2025-12-21T03:44:45Z |
| description | In the current conditions of global transformation of the energy sector and growing market instability, the issue of optimizing energy consumption planning is becoming critical, especially for the category of significant consumers. This study is devoted to a comprehensive review and systematization of existing methods and software tools aimed at effective management and strategic planning of energy resources of industrial and commercial enterprises.
The review analyzes in detail modern approaches to Demand Side Management. In particular, it considers targeted demand management and the influence of price signals on the formation of load schedules, which allows minimizing costs during peak hours. Special attention is paid to intelligent response systems that provide automated adaptation of consumption to changes in the network. The concept of «energy as a service» (EaaS) is studied, which offers a transition from simple supply to comprehensive energy efficiency management.
A significant part of the research focuses on innovative technologies, such as Digital Twins, which allow modeling energy consumption scenarios without risks for real equipment, as well as the role of demand aggregators and energy cooperatives in integrating consumers into wholesale electricity markets.
In addition to methodological aspects, the research reviews specialized software tools that provide technical implementation of the above methods. There has been formed a summary characteristic, which includes a comparative analysis of the advantages and disadvantages of each tool according to the criteria of functionality, implementation cost and complexity of integration into the existing infrastructure of the enterprise.
The conclusion of the study is the formation of a clear list of requirements and current tasks based on the identified limitations of existing solutions. Solving the outlined tasks will create the prerequisites for the development of new control algorithms, which will provide significant consumers with the opportunity not only to reduce economic losses from unbalanced consumption, but also to increase the overall energy sustainability of the business. Tabl.: 3. Fig.: 3. Refs: 27 titles. |
| first_indexed | 2026-02-08T08:00:00Z |
| format | Article |
| id | drspiprikievua-article-345528 |
| institution | Data Recording, Storage & Processing |
| language | Ukrainian |
| last_indexed | 2026-02-08T08:00:00Z |
| publishDate | 2025 |
| publisher | Інститут проблем реєстрації інформації НАН України |
| record_format | ojs |
| spelling | drspiprikievua-article-3455282025-12-21T03:44:45Z A review of existing methods and software tools for energy management and planning Огляд існуючих методів і програмних інструментів керування та планування енергоспоживання Голець, В. О. Коваль, О. В. demand side management, targeted demand management, price signals, intelligent response systems, energy as a service, digital twins, market aggregators, energy cooperatives, software tools, software, edge analysis, edge computing керування попитом, цільове керування попитом, цінові сигнали, інтелектуальні системи реагування, енергія як послуга, цифрові двійники, агрегатори ринку, енергокоперативи, програмні інструменти, програмне забезпечення, граничні обчислення, гранична аналітика In the current conditions of global transformation of the energy sector and growing market instability, the issue of optimizing energy consumption planning is becoming critical, especially for the category of significant consumers. This study is devoted to a comprehensive review and systematization of existing methods and software tools aimed at effective management and strategic planning of energy resources of industrial and commercial enterprises. The review analyzes in detail modern approaches to Demand Side Management. In particular, it considers targeted demand management and the influence of price signals on the formation of load schedules, which allows minimizing costs during peak hours. Special attention is paid to intelligent response systems that provide automated adaptation of consumption to changes in the network. The concept of «energy as a service» (EaaS) is studied, which offers a transition from simple supply to comprehensive energy efficiency management. A significant part of the research focuses on innovative technologies, such as Digital Twins, which allow modeling energy consumption scenarios without risks for real equipment, as well as the role of demand aggregators and energy cooperatives in integrating consumers into wholesale electricity markets. In addition to methodological aspects, the research reviews specialized software tools that provide technical implementation of the above methods. There has been formed a summary characteristic, which includes a comparative analysis of the advantages and disadvantages of each tool according to the criteria of functionality, implementation cost and complexity of integration into the existing infrastructure of the enterprise. The conclusion of the study is the formation of a clear list of requirements and current tasks based on the identified limitations of existing solutions. Solving the outlined tasks will create the prerequisites for the development of new control algorithms, which will provide significant consumers with the opportunity not only to reduce economic losses from unbalanced consumption, but also to increase the overall energy sustainability of the business. Tabl.: 3. Fig.: 3. Refs: 27 titles. Наведено огляд існуючих методів і програмних інструментів керування та планування енергоспоживання, зокрема для суттєвих споживачів. Розглянуто такі методи керування попитом як цільове керування попитом, цінові сигнали, інтелектуальні системи реагування, енергія як послуга, цифрові двійники, агрегатори попиту та енергокоперативи, а також програмні інструменти для реалізації цих методів. Сформовано збірну характеристику з описом переваг і недоліків кожного методу та інструменту. Висновком статті є формування вимог і задач за результатами аналізу наявних методів і програмних інструментів, вирішення яких дасть можливість зменшити економічні збитки суттєвих споживачів енергоринку. Інститут проблем реєстрації інформації НАН України 2025-09-16 Article Article application/pdf http://drsp.ipri.kiev.ua/article/view/345528 10.35681/1560-9189.2025.27.2.345528 Data Recording, Storage & Processing; Vol. 27 No. 2 (2025); 52-60 Регистрация, хранение и обработка данных; Том 27 № 2 (2025); 52-60 Реєстрація, зберігання і обробка даних; Том 27 № 2 (2025); 52-60 1560-9189 uk http://drsp.ipri.kiev.ua/article/view/345528/334388 Авторське право (c) 2025 Реєстрація, зберігання і обробка даних |
| spellingShingle | demand side management targeted demand management price signals intelligent response systems energy as a service digital twins market aggregators energy cooperatives software tools software edge analysis edge computing Голець, В. О. Коваль, О. В. A review of existing methods and software tools for energy management and planning |
| title | A review of existing methods and software tools for energy management and planning |
| title_alt | Огляд існуючих методів і програмних інструментів керування та планування енергоспоживання |
| title_full | A review of existing methods and software tools for energy management and planning |
| title_fullStr | A review of existing methods and software tools for energy management and planning |
| title_full_unstemmed | A review of existing methods and software tools for energy management and planning |
| title_short | A review of existing methods and software tools for energy management and planning |
| title_sort | review of existing methods and software tools for energy management and planning |
| topic | demand side management targeted demand management price signals intelligent response systems energy as a service digital twins market aggregators energy cooperatives software tools software edge analysis edge computing |
| topic_facet | demand side management targeted demand management price signals intelligent response systems energy as a service digital twins market aggregators energy cooperatives software tools software edge analysis edge computing керування попитом цільове керування попитом цінові сигнали інтелектуальні системи реагування енергія як послуга цифрові двійники агрегатори ринку енергокоперативи програмні інструменти програмне забезпечення граничні обчислення гранична аналітика |
| url | http://drsp.ipri.kiev.ua/article/view/345528 |
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