Multiobjective TOU Pricing Optimization Based on NSGA2

المؤلفون المشاركون

Liu, Bingqi
Wang, Yawei
Jiang, Huilan
Zheng, Shuangqi

المصدر

Journal of Applied Mathematics

العدد

المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-8، 8ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2014-07-13

دولة النشر

مصر

عدد الصفحات

8

التخصصات الرئيسية

الرياضيات

الملخص EN

Fast and elitist nondominated sorting generic algorithm (NSGA2) is an improved multiobjective genetic algorithm with good convergence and robustness.

The Pareto optimal solution set using NSGA2 has the character of uniform distribution.

This paper builds a time-of-use (TOU) pricing mathematical model considering actual constraint conditions and puts forward a new method which realizes multiobjective TOU pricing optimization using NSGA2.

A variety of objective TOU pricing schemes can be provided for decision makers compared with traditional method.

Furthermore, the multiple attribute decision making theory is applied in processing the Pareto optimal solution set to calculate the optimal compromise price scheme.

The simulation results have shown that the TOU pricing scheme determined by the method proposed above can achieve a better effect of clipping the peak load to fill the valley load.

Consequently, the study in this paper is innovative and is a successful exploration of coordinating the relation of various objective functions concerned in TOU pricing optimization problem.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Jiang, Huilan& Liu, Bingqi& Wang, Yawei& Zheng, Shuangqi. 2014. Multiobjective TOU Pricing Optimization Based on NSGA2. Journal of Applied Mathematics،Vol. 2014, no. 2014, pp.1-8.
https://search.emarefa.net/detail/BIM-446681

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Jiang, Huilan…[et al.]. Multiobjective TOU Pricing Optimization Based on NSGA2. Journal of Applied Mathematics No. 2014 (2014), pp.1-8.
https://search.emarefa.net/detail/BIM-446681

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Jiang, Huilan& Liu, Bingqi& Wang, Yawei& Zheng, Shuangqi. Multiobjective TOU Pricing Optimization Based on NSGA2. Journal of Applied Mathematics. 2014. Vol. 2014, no. 2014, pp.1-8.
https://search.emarefa.net/detail/BIM-446681

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-446681