2018
DOI: 10.3390/en11113069
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An Improved OPP Problem Formulation for Distribution Grid Observability

Abstract: Phasor measurement units (PMUs) are becoming popular and populating the power system grids rapidly due to their wide range of benefits and applications. This research paper proposes a comprehensive, effective, and revised formulation of the optimal PMU placement (OPP) problem with a view to minimizing the required number of PMU and ensuring the maximum number of measurement redundancy subjected to the full observability of the distribution grids. The proposed formulation also incorporates the presence of passi… Show more

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Cited by 22 publications
(5 citation statements)
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References 39 publications
(112 reference statements)
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“…MILP is a powerful tool in optimization and system analysis; it is particularly adept at addressing problems, featuring both integer and non-integer variables. This versatility renders MILP invaluable for tackling intricate and sizable problems [16][17][18]. In the realm of microgrids, where variables like power generation or grid exchange involve continuous values, and the states of microgrid components (such as grid-connected/islanded modes and energy storage system (ESS) charging/discharging states) can be expressed as binary or integer variables, MILP provides a flexible and robust solution.…”
Section: Fundamentals Evolution and Classification Of Energy Manageme...mentioning
confidence: 99%
“…MILP is a powerful tool in optimization and system analysis; it is particularly adept at addressing problems, featuring both integer and non-integer variables. This versatility renders MILP invaluable for tackling intricate and sizable problems [16][17][18]. In the realm of microgrids, where variables like power generation or grid exchange involve continuous values, and the states of microgrid components (such as grid-connected/islanded modes and energy storage system (ESS) charging/discharging states) can be expressed as binary or integer variables, MILP provides a flexible and robust solution.…”
Section: Fundamentals Evolution and Classification Of Energy Manageme...mentioning
confidence: 99%
“…For low voltage networks, the protection systems in the presence of renewable energy require special attention specifically in the distributed generators (DG) because it exposed to a new phenomenon of multi-directional power flow [125]. The traditional protection schemes (i.e., overcurrent relays) used in the distribution networks fail to protect the networks when a large number of DG are integrated into the grids [126]- [128]. Directional Overcurrent Relay (DOR) can offer a promising solution by avoiding sympathetic tripping [129].…”
Section: G Protection Challengesmentioning
confidence: 99%
“…In [12,13], integer linear programming and backtracking search were respectively used for optimizing PMU allocation to minimize the number of units and maximize measurement redundancy. In [14], information theory was used to formulate the PMU placement in terms of mutual information, which was then optimized by means of a greedy algorithm in order to reduce the number of PMU units while guaranteeing complete system observability.…”
Section: Related Workmentioning
confidence: 99%