Real-time pricing;
smart grid;
social welfare maximization;
smoothing conjugate gradient method;
PARTICLE SWARM OPTIMIZATION;
CONJUGATE-GRADIENT METHOD;
TRUST REGION ALGORITHM;
GLOBAL CONVERGENCE;
LOAD CONTROL;
D O I:
10.3934/jimo.2022039
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
With the applications of big data, the research of real-time pric-ing method for smart grid has become increasingly important. Based on the demand side management and the real-time pricing model, the social wel-fare maximization model of smart grid is considered. We transform it by Karush-Kuhn-Tucker condition, then the social welfare maximization model is transformed into a nonsmooth equation by Fischer-Burmeister function. Then, taking advantage of simple calculation and small storage, we propose a new smoothing conjugate gradient method to solve real-time pricing problem for smart grid based on the social welfare maximization. Under general condi-tions, the global convergence of the new proposed method is proved. Finally, the numerical simulation results show the effectiveness of the proposed method for solving the real-time pricing problems for smart grid based on the social welfare maximization.
机构:
Sultan Qaboos Univ, Dept Math & Stat, POB 36, Muscat 123, OmanSultan Qaboos Univ, Dept Math & Stat, POB 36, Muscat 123, Oman
Al-Baali, Mehiddin
;
Caliciotti, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Sapienza Univ Roma, Dipartimento Ingn Informat Automat & Gest A Ruber, Via Ariosto 25, I-00185 Rome, ItalySultan Qaboos Univ, Dept Math & Stat, POB 36, Muscat 123, Oman
Caliciotti, Andrea
;
论文数: 引用数:
h-index:
机构:
Fasano, Giovanni
;
Roma, Massimo
论文数: 0引用数: 0
h-index: 0
机构:
Sapienza Univ Roma, Dipartimento Ingn Informat Automat & Gest A Ruber, Via Ariosto 25, I-00185 Rome, ItalySultan Qaboos Univ, Dept Math & Stat, POB 36, Muscat 123, Oman
机构:
Xi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R China
Bai, Jianchao
;
Li, Jicheng
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R China
Li, Jicheng
;
Xu, Fengmin
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Econ & Finance, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R China
Xu, Fengmin
;
Zhang, Hongchao
论文数: 0引用数: 0
h-index: 0
机构:
Louisiana State Univ, Dept Math, Baton Rouge, LA 70803 USAXi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R China
机构:
Hong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China
机构:
Sultan Qaboos Univ, Dept Math & Stat, POB 36, Muscat 123, OmanSultan Qaboos Univ, Dept Math & Stat, POB 36, Muscat 123, Oman
Al-Baali, Mehiddin
;
Caliciotti, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Sapienza Univ Roma, Dipartimento Ingn Informat Automat & Gest A Ruber, Via Ariosto 25, I-00185 Rome, ItalySultan Qaboos Univ, Dept Math & Stat, POB 36, Muscat 123, Oman
Caliciotti, Andrea
;
论文数: 引用数:
h-index:
机构:
Fasano, Giovanni
;
Roma, Massimo
论文数: 0引用数: 0
h-index: 0
机构:
Sapienza Univ Roma, Dipartimento Ingn Informat Automat & Gest A Ruber, Via Ariosto 25, I-00185 Rome, ItalySultan Qaboos Univ, Dept Math & Stat, POB 36, Muscat 123, Oman
机构:
Xi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R China
Bai, Jianchao
;
Li, Jicheng
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R China
Li, Jicheng
;
Xu, Fengmin
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Sch Econ & Finance, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R China
Xu, Fengmin
;
Zhang, Hongchao
论文数: 0引用数: 0
h-index: 0
机构:
Louisiana State Univ, Dept Math, Baton Rouge, LA 70803 USAXi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R China
机构:
Hong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Appl Math, Kowloon, Hong Kong, Peoples R China