Parameter Identification of PMSMs Using Experimental Measurements and a PSO Algorithm

被引：85

作者：

Sandre-Hernandez, Omar ^{[1
]}

Morales-Caporal, Roberto ^{[2
]}

Rangel-Magdaleno, Jose ^{[1
]}

Peregrina-Barreto, Hayde ^{[3
]}

Noel Hernandez-Perez, Julio ^{[2
]}

机构：

[1] Natl Inst Astrophys Opt & Elect, Dept Elect, Puebla 72840, Mexico

[2] Technol Inst Apizaco, Postgrad Studies & Res Div, Tlaxcala 90300, Mexico

[3] Natl Inst Astrophys Opt & Elect, Dept Comp Sci, Puebla 72840, Mexico

来源：

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | 2015年 / 64卷 / 08期

关键词：

Current decay test (CDT); parameter identification; particle swarm optimization (PSO); permanent magnet synchronous machine (PMSM); FLUX-LINKAGE-MEASUREMENT; MACHINE PARAMETERS; PARTICLE SWARM;

D O I：

10.1109/TIM.2015.2390958

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This paper introduces a particle swarm optimization (PSO) algorithm that uses experimental measurements for the identification of the direct (d) and quadrature (q) stator inductances and the stator resistance of permanent-magnet synchronous machines (PMSMs). Strategies for the identification of stator resistance and flux linkage of permanent magnets are also presented. The developed PSO algorithm has the advantages of fast and stable convergence characteristics, and it is relatively easy to implement; moreover, neither voltage source inverters nor closed-loop control strategies are needed. In this paper, the experimental results obtained by PSO are compared with other ones obtained through a current decay test to demonstrate the effectiveness of the presented method. A 32-bit C2000 real-time microcontroller and a commercial surface-mounted PMSM have been used to carry out the experimental measurements.

引用

页码：2146 / 2154

页数：9

共 34 条

[1]

[Anonymous], 1995, 115A1995 IEEE

[2]

[Anonymous], 2008, GUID EXPR UNC MEAS

[3] Online Identification of PMSM Parameters: Parameter Identifiability and Estimator Comparative Study [J].

Boileau, Thierry ;

Leboeuf, Nicolas ;

Nahid-Mobarakeh, Babak ;

Meibody-Tabar, Farid .

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2011, 47 (04) :1944-1957

[4] Fast Estimation of Line-Start Reluctance Machine Parameters by Finite Element Analysis [J].

Boroujeni, Samad Taghipour ;

Bianchi, Nicola ;

Alberti, Luigi .

IEEE TRANSACTIONS ON ENERGY CONVERSION, 2011, 26 (01) :1-8

[5]

Bose B.K., 2002, MODERN POWER ELECT A

[6]

Cataliotti A., 2011, P INT WORKSH ADV MOD, P312

[7] DSP-based automated error-reducing flux-linkage-measurement method for switched reluctance motors [J].

Cheok, Adrian David ;

Wang, Zhongfang .

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2007, 56 (06) :2245-2253

[8] Parameter Estimation of a Synchronous-Generator Two-Axis Model Based on the Standstill Chirp Test [J].

Cisneros-Gonzalez, M. ;

Hernandez, C. ;

Morales-Caporal, R. ;

Bonilla-Huerta, E. ;

Arjona, M. A. .

IEEE TRANSACTIONS ON ENERGY CONVERSION, 2013, 28 (01) :44-51

[9] The particle swarm - Explosion, stability, and convergence in a multidimensional complex space [J].

Clerc, M ;

Kennedy, J .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (01) :58-73

[10] A standstill frequency response method for large salient pole synchronous machines [J].

da Costa Bortini, E ;

Jardini, JA .

IEEE TRANSACTIONS ON ENERGY CONVERSION, 2004, 19 (04) :687-691

← 1 2 3 4 →