DocumentCode :
3729771
Title :
Under-determined WLMS state estimation
Author :
Olav Krause;Daniel Martin;Sebastian Lehnhoff
Author_Institution :
The University of Queensland, Brisbane, Australia
fYear :
2015
Firstpage :
1
Lastpage :
6
Abstract :
A limitation faced by the utilities when monitoring the voltages and power flow, i.e. its state, in their distribution system is that metering is expensive to install and maintain. Thus, mathematical methods to calculate the state of the network from minimal measurements are highly desirable. This paper presents a modification of the traditional technique to estimate the static state of a power system, improving its robustness to measurement deficiency. A significant improvement to the traditional technique it the elimination of the requirement that the monitored power system´s state must be fully observable. The technique is applied in two stages. Firstly, a Newton iteration, which uses singular value decomposition to generate the Moore-Penrose inverse of the input´s Jacobian matrix. Secondly, an analytic sensitivity analysis determining the observability of variables calculated from the partially observable system state.
Keywords :
"Decision support systems","Monitoring","Observability","Load flow","Robustness","Power measurement"
Publisher :
ieee
Conference_Titel :
Power and Energy Engineering Conference (APPEEC), 2015 IEEE PES Asia-Pacific
Type :
conf
DOI :
10.1109/APPEEC.2015.7381069
Filename :
7381069
Link To Document :
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