کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1731883 1521457 2015 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An econometric model for annual peak demand for small utilities
ترجمه فارسی عنوان
یک مدل اقتصادسنجی برای تقاضای پیک سالانه برای خدمات کوچک
کلمات کلیدی
پیش بینی تقاضای بالا، مدل اقتصادسنجی، تقاضای هوا حساس، تقاضای پایه
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی (عمومی)
چکیده انگلیسی


• An algorithm is presented to estimate the annual peak demand of small utilities.
• N. Cyprus annual peak demand is highly correlated with five econometric parameters.
• Accurate modeling of base and weather sensitive demands is necessary for planning.

This paper presents a model that can be used to estimate the annual peak demand in electricity consumption for small sized electric utilities. The developed model was used to investigate the influence of econometric variables on the power demand of N. Cyprus. Utilizing historical annual databases, analysis of variance (ANOVA), and the statistical methods, it was found that number of customers, price of electricity, number of tourists, population, as well as heating degree days correlate with the annual peak demand with R2 = 0.995. The performance of the model was measured using mean absolute scaled error (MASE) and mean absolute percentage error (MAPE) for in-sample (1992–2010) and out-of-sample (2011–2013) data. Also, to ensure the validity of the outcomes, models were regenerated by decreasing the in-sample data (i.e. increasing the out of sample data) back to five consecutive years and MAPE and MASE calculations were repeated. The results indicated that the model, using the above-mentioned parameters as regressors, has very strong predictive ability and can be used to estimate the annual peak demand. The combination of peak demand, base demand and energy consumption models can be utilized as a useful technique for the purpose of resource planning for small sized utilities.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy - Volume 89, September 2015, Pages 35–44
نویسندگان
, , ,