دورية أكاديمية

Forecasting Hourly Electricity Demand Under COVID-19 Restrictions

التفاصيل البيبلوغرافية
العنوان: Forecasting Hourly Electricity Demand Under COVID-19 Restrictions
المؤلفون: Ali Kok, Ergün Yükseltan, Mustafa Hekimoğlu, Esra Agca Aktunc, Ahmet Yücekaya, Ayşe Bilge
المصدر: International Journal of Energy Economics and Policy, Vol 12, Iss 1 (2022)
بيانات النشر: EconJournals, 2022.
سنة النشر: 2022
المجموعة: LCC:Environmental sciences
مصطلحات موضوعية: COVID-19, Pandemic, Electricity demand, Daily demand curve, Restrictions, Environmental sciences, GE1-350, Energy industries. Energy policy. Fuel trade, HD9502-9502.5
الوصف: The rapid spread of the COVID-19 pandemic has severely impacted many sectors including the electricity sector. The restrictions such as lockdowns, remote-working, and -schooling significantly altered the consumers' behaviors and demand structure especially due to a large number of people working at home. Accurate demand forecasts and detailed production plans are crucial for cost-efficient generation and transmission of electricity. In this research, the restrictions and their corresponding timing are classified and mapped with the Turkish electricity demand data to analyze the impact of the restrictions on total demand using a multiple linear regression model. In addition, the model is utilized to forecast the electricity demand in pandemic conditions and to analyze how different types of restrictions impact the total electricity demand. It is found that among three levels of COVID-19 restrictions, age-specific restrictions and the complete lockdown have different effects on the electricity demand on weekends and weekdays. In general, new scheduling approaches for daily and weekly loads are required to avoid supply-demand mismatches as COVID-19 significantly changed the consumer behavior, which appears as altered daily and weekly load profiles of the country. Long-term policy implications for the energy transition and lessons learned from the COVID-19 experience are also discussed.
نوع الوثيقة: article
وصف الملف: electronic resource
اللغة: English
تدمد: 2146-4553
Relation: https://econjournals.com/index.php/ijeep/article/view/11890; https://doaj.org/toc/2146-4553
DOI: 10.32479/ijeep.11890
URL الوصول: https://doaj.org/article/d01153f02c8c4719b40480073d971158
رقم الأكسشن: edsdoj.01153f02c8c4719b40480073d971158
قاعدة البيانات: Directory of Open Access Journals
الوصف
تدمد:21464553
DOI:10.32479/ijeep.11890