The observability problem in traffic network models

被引:102
作者
Castillo, Enrique [1 ]
Conejo, Antonio J. [2 ]
Maria Menendez, Jose [3 ]
Jimenez, Pilar [3 ]
机构
[1] Univ Cantabria, Dept Appl Math & Computat Sci, E-39005 Santander, Spain
[2] Univ Castilla La Mancha, Dept Elect Engn, E-13071 Ciudad Real, Spain
[3] Univ Castilla La Mancha, Dept Civil Engn, E-13071 Ciudad Real, Spain
关键词
D O I
10.1111/j.1467-8667.2008.00531.x
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This article deals with the problem of observability of traffic networks, understanding as such the problem of identifying which is the subset of OD-pair and link flows that can be calculated based on a subset of observed OD-pair and link flows and related problems. Two algebraic methods for solving the observability problems are given, one global approach based on null-spaces and a step by step procedure allowing updating the information once each item of information (OD-pair or link flow) becomes available. In particular, seven different observability problems are stated and solved using the proposed methods, which are illustrated by their application to the Nguyen-Dupuis network problem. The results show that the proposed methods provide useful information on which OD-pair or link flows are informative on other OD-pair and link flows, and that the methods are applicable to large networks.
引用
收藏
页码:208 / 222
页数:15
相关论文
共 24 条
[1]  
Abur A., 2004, Power System State Estimation: Theory and Implementation
[2]  
Castillo E, 2000, SIAM J MATRIX ANAL A, V22, P666, DOI 10.1137/S0895479898349720
[3]   Observability analysis in state estimation: A unified numerical approach [J].
Castillo, E ;
Conejo, AJ ;
Pruneda, RE ;
Solares, C .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (02) :877-886
[4]   State estimation observability based on the null space of the measurement Jacobian matrix [J].
Castillo, E ;
Conejo, AJ ;
Pruneda, RE ;
Solares, C .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (03) :1656-1658
[5]   Obtaining simultaneous solutions of linear subsystems of inequalities and duals [J].
Castillo, E ;
Jubete, F ;
Pruneda, RE ;
Solares, C .
LINEAR ALGEBRA AND ITS APPLICATIONS, 2002, 346 (1-3) :131-154
[6]  
CASTILLO E, 2001, WILEY INTERSCIENCE S
[7]  
Castillo E., 2004, INT J MATH EDUC SCI, V35, P369, DOI 10.1080/00207390310001658465
[8]  
Castillo E., 1999, PUR AP M-WI
[9]   Trip matrix and path flow reconstruction and estimation based on plate scanning and link observations [J].
Castillo, Enrique ;
Maria Menendez, Jose ;
Jimenez, Pilar .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2008, 42 (05) :455-481
[10]   Observability in linear systems of equations and inequalities: Applications [J].
Castillo, Enrique ;
Conejo, Antonio J. ;
Pruneda, Rosa Eva ;
Solares, Cristina .
COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (06) :1708-1720