Title :
A new algorithm for optimal measurement placement, observability analysis and Harmonic State Estimation in power systems
Author :
Shafiee Rad, Marjan ; Mokhtari, H. ; Karimi, Hamid Reza
Author_Institution :
Center of Excellence in Power Syst. Manage. & Control (CEPSMC), Sharif Univ. of Technol., Tehran, Iran
Abstract :
Harmonic State Estimation (HSE) is a technique for identifying harmonic distributions in power systems with limited measurements. The main problem in HSE is the optimal placement of measurement meters such that the estimation error is minimized, while making the system fully observable. The second issue is the HSE method. This method must be accurate and fast enough in order to have an accurate HSE. This paper presents a new algorithm that uses minimum variance criterion (MVC) and a sequential method for optimal meters placement, SVD method for observability analysis and finally WLS method for harmonic estimation. The proposed method minimizes the number of measurement devices and the error of estimation at the same time and also makes the system fully observable. The proposed algorithm is tested on Mazandaran transmission network, Iran.
Keywords :
least squares approximations; observability; power system harmonics; power system measurement; power system state estimation; HSE method; MVC; Mazandaran transmission network; WLS method; harmonic distribution estimation; harmonic state estimation; measurement devices; measurement meters; minimum variance criterion; observability analysis; optimal measurement placement; power systems; sequential method; Current measurement; Measurement uncertainty; Observability; Power measurement; Power systems; Time measurement; Voltage measurement; Harmonic State Estimation; estimation error; limited measurement; observability; optimal placement; power system;
Conference_Titel :
Power Electronics, Drive Systems and Technologies Conference (PEDSTC), 2013 4th
Conference_Location :
Tehran
Print_ISBN :
978-1-4673-4481-4
Electronic_ISBN :
978-1-4673-4483-8
DOI :
10.1109/PEDSTC.2013.6506762