Reliable Communication Networks for Smart Grid Transmission Systems

被引:14
作者
Kounev, Velin [1 ]
Levesque, Martin [1 ]
Tipper, David [1 ]
Gomes, Teresa [2 ]
机构
[1] Univ Pittsburgh, Sch Informat Sci, Pittsburgh, PA 15260 USA
[2] Univ Coimbra, Dept Elect & Comp Engn, INESC Coimbra, P-3030290 Coimbra, Portugal
基金
加拿大自然科学与工程研究理事会;
关键词
Smart grid; Availability; Network design; TOPOLOGICAL OPTIMIZATION; RELIABILITY; ALGORITHM;
D O I
10.1007/s10922-016-9375-y
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we discuss the communications reliability requirements posed by the smart power grid with a focus on communications in support of wide area situational awareness. Implementation of wide area situational awareness relies on both transmission substation networks and wide area optical networks. We study the reliability of a sample communications network of the California Power Grid and find that its reliability falls short of proposed requirements. To overcome this issue, we consider the problem of designing the substation network and the wide area network to meet the reliability requirements while minimizing the network cost. For the wide area network design problem, we propose two alternate design approaches, namely: (1) following the power lines and (2) a mesh based design interconnecting the nodes. For the first approach we develop two greedy iterative heuristics and a heuristic integer linear programming (H-ILP) model using minimum cut-sets for network reliability optimization. The greedy iterative algorithms outperform the H-ILP approach in terms of cost, but require a larger amount of computing resources. Both proposed models are in fact complementary and thus provide a framework to optimize the reliability of smart grid communications networks restricted to following the power lines. In the second approach a greenfield mesh network method is proposed based on starting with a minimum spanning tree which is then augmented through a greedy heuristic into a mesh. Comparative numerical results show that the reliable mesh design has advantages in terms of the number of links and total link distance needed.
引用
收藏
页码:629 / 652
页数:24
相关论文
共 23 条
[1]   A neural approach to topological optimization of communication networks, with reliability constraints [J].
AboElFotoh, HMF ;
Al-Sumait, LS .
IEEE TRANSACTIONS ON RELIABILITY, 2001, 50 (04) :397-408
[2]  
[Anonymous], IEEE STAND SYNCHR ME
[3]  
[Anonymous], P IEEE INFOCOM
[4]  
[Anonymous], P INT C COMP SCI NET
[5]  
[Anonymous], NIST SPECIAL PUBLICA
[6]  
[Anonymous], 57 IEC TECHN COMM
[7]  
[Anonymous], PHAS GAT TECHN SPEC
[8]  
[Anonymous], P IFIP NETW C TRONDH
[9]  
[Anonymous], IEEE STD
[10]  
[Anonymous], 2008, The Smart Grid: An Introduction