BibTex RIS Kaynak Göster

Estimating daily peak load using symmetrical doubly linear adaptive-fuzzy regression model

Yıl 2015, Cilt: 36 Sayı: 3, 715 - 720, 13.05.2015

Tahereh Bahramı , Somayyeh Chashıanı

Öz

Abstract. One appropriate and efficient model to estimate daily peak load is using fuzzy regression models. In this article, two types of fuzzy regression models named linear fuzzy regression and doubly linear adaptive-fuzzy regression are worked on. We will demonstrate by a practical example that the variance of doubly linear adaptive-fuzzy regression model is always lower than the variance of linear fuzzy model. 

Anahtar Kelimeler

daily peak load linear fuzzy regression doubly linear regression daily peak load estimation

Kaynakça

  • Dr. Jann-Huei Jinn Department of Statistics G rand Valley State University Allendale, Michigan, 94401
  • Dr. Chowan-Chin Song and Mr. J. C. Chao Department of Applied Mathematics National Cheng-Chi University Taipei, Tavian, R.O.C. J.Andres Sanchez, “Claim reserving with fuzzy regression and Taylors geometric )3 Separation method “, insurance: Mathematics and Economics, 40, (2007), 145-163.
  • Andrés, J.de, Terceno, A., 2003a. Applications of fuzzy regression in actuarial analysis.
  • Journal if Risk and Insurance 70 (4), 665-699. Buckley, P.L., Qu, Y., 1990. On using α-cuts to evaluate Fuzzy equations. Fuzzy Sets and Systems 29, 145-153
  • Derrig, R.A., Ostaszewski, K., 1998. Fuzzy sets methodologies in Actuarial Science. In:
  • Practical Applications of Fuzzy Technologies. Kluwer, Heidelberg, pp, 531-556. Dubois, D., Prade, H., 1993. Fuzzy numbers: An overview. In: Fuzzy Sets for Intelligent
  • Systems. Morgan Kaufmann Publishers, San Mateo (CA), PP. 113-148. Fedrizzi, M., Fedrizzi, M., Ostasiewicz, W., 1993. Towards fuzzy modeling in economics.
  • Fuzzy Sets and Systems 54, 259-268. Hojati, M., Bector, C.R., Smimou, K., 2005. A simple method for computation of fuzzy linear regression. European Journal of Operational Research 166, 172-184.
  • Salimiyan, Zohre. Amini, Farokh. Psc 2005.Application of fuzzy linear regression model to estimate the daily peak load a domestic feeder in Yazd. 20th international Power System Conference.

Yıl 2015, Cilt: 36 Sayı: 3, 715 - 720, 13.05.2015

Tahereh Bahramı , Somayyeh Chashıanı

Öz

Kaynakça

  • Dr. Jann-Huei Jinn Department of Statistics G rand Valley State University Allendale, Michigan, 94401
  • Dr. Chowan-Chin Song and Mr. J. C. Chao Department of Applied Mathematics National Cheng-Chi University Taipei, Tavian, R.O.C. J.Andres Sanchez, “Claim reserving with fuzzy regression and Taylors geometric )3 Separation method “, insurance: Mathematics and Economics, 40, (2007), 145-163.
  • Andrés, J.de, Terceno, A., 2003a. Applications of fuzzy regression in actuarial analysis.
  • Journal if Risk and Insurance 70 (4), 665-699. Buckley, P.L., Qu, Y., 1990. On using α-cuts to evaluate Fuzzy equations. Fuzzy Sets and Systems 29, 145-153
  • Derrig, R.A., Ostaszewski, K., 1998. Fuzzy sets methodologies in Actuarial Science. In:
  • Practical Applications of Fuzzy Technologies. Kluwer, Heidelberg, pp, 531-556. Dubois, D., Prade, H., 1993. Fuzzy numbers: An overview. In: Fuzzy Sets for Intelligent
  • Systems. Morgan Kaufmann Publishers, San Mateo (CA), PP. 113-148. Fedrizzi, M., Fedrizzi, M., Ostasiewicz, W., 1993. Towards fuzzy modeling in economics.
  • Fuzzy Sets and Systems 54, 259-268. Hojati, M., Bector, C.R., Smimou, K., 2005. A simple method for computation of fuzzy linear regression. European Journal of Operational Research 166, 172-184.
  • Salimiyan, Zohre. Amini, Farokh. Psc 2005.Application of fuzzy linear regression model to estimate the daily peak load a domestic feeder in Yazd. 20th international Power System Conference.
Toplam 9 adet kaynakça vardır.

Ayrıntılar

Bölüm Derleme
Yazarlar

Tahereh Bahramı

Somayyeh Chashıanı Bu kişi benim

Yayımlanma Tarihi 13 Mayıs 2015
Yayımlandığı Sayı Yıl 2015 Cilt: 36 Sayı: 3

Kaynak Göster

APA Bahramı, T., & Chashıanı, S. (2015). Estimating daily peak load using symmetrical doubly linear adaptive-fuzzy regression model. Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi, 36(3), 715-720.
AMA Bahramı T, Chashıanı S. Estimating daily peak load using symmetrical doubly linear adaptive-fuzzy regression model. Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi. Mayıs 2015;36(3):715-720.
Chicago Bahramı, Tahereh, ve Somayyeh Chashıanı. “Estimating Daily Peak Load Using Symmetrical Doubly Linear Adaptive-Fuzzy Regression Model”. Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi 36, sy. 3 (Mayıs 2015): 715-20.
EndNote Bahramı T, Chashıanı S (01 Mayıs 2015) Estimating daily peak load using symmetrical doubly linear adaptive-fuzzy regression model. Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi 36 3 715–720.
IEEE T. Bahramı ve S. Chashıanı, “Estimating daily peak load using symmetrical doubly linear adaptive-fuzzy regression model”, Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi, c. 36, sy. 3, ss. 715–720, 2015.
ISNAD Bahramı, Tahereh - Chashıanı, Somayyeh. “Estimating Daily Peak Load Using Symmetrical Doubly Linear Adaptive-Fuzzy Regression Model”. Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi 36/3 (Mayıs 2015), 715-720.
JAMA Bahramı T, Chashıanı S. Estimating daily peak load using symmetrical doubly linear adaptive-fuzzy regression model. Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi. 2015;36:715–720.
MLA Bahramı, Tahereh ve Somayyeh Chashıanı. “Estimating Daily Peak Load Using Symmetrical Doubly Linear Adaptive-Fuzzy Regression Model”. Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi, c. 36, sy. 3, 2015, ss. 715-20.
Vancouver Bahramı T, Chashıanı S. Estimating daily peak load using symmetrical doubly linear adaptive-fuzzy regression model. Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi. 2015;36(3):715-20.