Research of software solutions for forecasting electricity generation and consumption in Ukraine that are based on machine learning methods

• Опубліковано в: PROBLEMS IN PROGRAMMING
• Дата: 2023
• Випуск: 3
• Сторінки: 99-108
• ISSN: 1727-4907
• Автори та афіліації: I.P. Sinitsyn — Institute of Software Systems NAS of Ukraine; V.L. Shevchenko — Kiev Taras Shevchenko National University — ORCID: 0000-0002-9457-7454; А.Yu. Doroshenko — Institute of Software Systems NAS of Ukraine; O.A. Yatsenko — Institute of Software Systems NAS of Ukraine
• Автори: Sinitsyn, I.P., Shevchenko, V.L., Doroshenko, А.Yu., Yatsenko, O.A.
• Формат: Стаття
• Мова: Українська
• Опубліковано: PROBLEMS IN PROGRAMMING 2023
• Теми: electricity; algorithm; machine learning; forecasting; regression; bilateral contracts market; day-ahead market; intraday market; balancing market; UDC 658.26; 004.421; 004.89
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/586
• Назва журналу: Problems in programming

The problem of security in energy sector is an important aspect for Ukraine. The purpose of monitoring in this area is to optimize the flow of electricity between market participants, between European partners and Ukraine. It is critically important to maintain a balance between producers and consum...