TY - JOUR
T1 - Dual enhancement of power system monitoring
T2 - Improved probabilistic multi-stage PMU placement with an increased search space & mathematical linear expansion to consider zero-injection bus
AU - Ali, Ziad M.
AU - Razavi, Seyed Ehsan
AU - Javadi, Mohammad Sadegh
AU - Gandoman, Foad H.
AU - Abdel Aleem, Shady H.E.
N1 - Publisher Copyright:
© 2018 by the authors.
PY - 2018/6
Y1 - 2018/6
N2 - This paper presents a mathematical linear expansion model for the probabilistic Multistage Phasor Measurement Unit (PMU) Placement (MPP) in which zero-injection buses (ZIBs), as well as communication channel limitations, are taken into consideration. From the linearization perspective, presenting a model formulizing the probabilistic concept of observability while modelling the ZIB is of great significance, and has been done in this paper for the first time. More importantly, the proposed probabilistic MPP utilizes a technique disregarding the prevalent subsidiary optimizations for each planning stage. Although this technique, in turn, increases the problem complexity with manifold variables, it guarantees the global optimal solution in a wider and thorough search space; while in the prevalent methods, some parts of the search space might be missed. Furthermore, the proposed model indicates more realistic aspects of the MPP where system operators are allowed to follow their intention about the importance of buses such as strategic ones based on monitoring the priority principles. In addition, the model is capable of considering the network topology changes due to long-term expansions over the planning horizon. Finally, in order to demonstrate the effectiveness of the proposed formulation, the model is conducted on the IEEE 57-bus standard test system and the large scale 2383-bus Polish power system.
AB - This paper presents a mathematical linear expansion model for the probabilistic Multistage Phasor Measurement Unit (PMU) Placement (MPP) in which zero-injection buses (ZIBs), as well as communication channel limitations, are taken into consideration. From the linearization perspective, presenting a model formulizing the probabilistic concept of observability while modelling the ZIB is of great significance, and has been done in this paper for the first time. More importantly, the proposed probabilistic MPP utilizes a technique disregarding the prevalent subsidiary optimizations for each planning stage. Although this technique, in turn, increases the problem complexity with manifold variables, it guarantees the global optimal solution in a wider and thorough search space; while in the prevalent methods, some parts of the search space might be missed. Furthermore, the proposed model indicates more realistic aspects of the MPP where system operators are allowed to follow their intention about the importance of buses such as strategic ones based on monitoring the priority principles. In addition, the model is capable of considering the network topology changes due to long-term expansions over the planning horizon. Finally, in order to demonstrate the effectiveness of the proposed formulation, the model is conducted on the IEEE 57-bus standard test system and the large scale 2383-bus Polish power system.
KW - Channel limitation
KW - Increased search space
KW - Linear expansion
KW - Phasor Measurement Unit (PMU)
KW - Probabilistic multi-stage PMU placement
KW - Probability of observability
KW - Zero-injection bus (ZIB)
UR - http://www.scopus.com/inward/record.url?scp=85049234732&partnerID=8YFLogxK
U2 - 10.3390/en11061429
DO - 10.3390/en11061429
M3 - Article
AN - SCOPUS:85049234732
SN - 1996-1073
VL - 11
JO - Energies
JF - Energies
IS - 6
M1 - 1429
ER -