Load Modeling based on Real Data applying PSO Algorithm

سال انتشار: 1398
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 202

فایل این مقاله در 11 صفحه با فرمت PDF قابل دریافت می باشد

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:

شناسه ملی سند علمی:

JR_MJEE-13-3_002

تاریخ نمایه سازی: 25 بهمن 1401

چکیده مقاله:

Load modeling is one of the most important features in power system operation and stability studies. So far, various methods have been applied based on measuring the relevant load data, and obtaining the load models through the mathematical models. This paper presents a method for load modeling based on processing the recorded data by the measurement equipment with PSO algorithm, which is located in substations. In the proposed method, for improving the accuracy of the load model, some constraints are applied for eliminating the undesirable measured data. These constraints are applicable for any time periods, such as; hourly, daily, seasonally, and annually. Furthermore, a combination of the static and dynamic models is utilized. The performance of the proposed method is tested on two industrial power grids from the west regional electric company (WREC) network, and the results are thoroughly analyzed. The results have shown that the proposed method has an acceptable accuracy for load modeling in comparison with real model of the case study systems.

نویسندگان

Afshar Bali

West Regional Electric Company, Kermanshah-Iran

Ali Rostami

Islamic Azad University, South Tehran Branch

مراجع و منابع این مقاله:

لیست زیر مراجع و منابع استفاده شده در این مقاله را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود مقاله لینک شده اند :
  • Ma. Jin, Han. Dong, RenMu. He., Measurement–based Load modeling: Theory ...
  • P-H. Haung, T-H. Tseng. Analysis for effects of load characteristics ...
  • B-Y. Ku, R-J. Thomas, C-Y. Chiou, C-J. Lin. Power system ...
  • J-V. Milanovic, K. Yamashita, S-M Villanueva, S-Z. Djokic, and L-M ...
  • J-C. Wang, H-D. Chiang, C-L. Chang, A-H. Liu, C-H. Huang, ...
  • C-L. Chang, and P-H. Huang. Load Modeling Study Using Measurement ...
  • H. Bai., P. Zhang, V. Ajjarapu. A Novel Parameter Identification ...
  • A. Bokhari, A. Alkan, R. Dogan, M-D. Aguilo, F-D. Leon, ...
  • D. Karlsson, and D-J. Hill. Modeling and Identification of Nonlinear ...
  • D. Kosterev, A. Meklin, J. Undrill, B. Lesieutre, W. Price, ...
  • A. Patel, K. Wedeward, and M. Smith. Parameter Estimation for ...
  • D-S. Brereton, D-G. Lewis, and C-C. Young. Representation of induction ...
  • J-V. Milanović, K. Yamashita, S-M Villanueva, S-Ž. Djokić, and L-M. ...
  • J. Ma, R-M. He, Z-Y. Dong, D-J. Hill. Measurement-based Load ...
  • IEEE Report. Proposed Excitation System Definitions for Synchronous Machines. IEEE ...
  • Dobrivoje P. Stojanovi´c a, Lidija M. Korunovi´c a, J. V. ...
  • T. Gentile, S. Ihara, A, Murdoch, N. Simons. Determining Load ...
  • T. Gentile. Determining Load Characteristics for Transient Performance. General Electric ...
  • W-W. Price, K-A. Wirgue, A. Murdoch, J-V. Mitsche, E. Vaahedi, ...
  • S-A-Y. Sabir, and D-C. Lee. Dynamic Load Models Derived from ...
  • G. Shackshaft, O-C. Symons, and J-G. Hadwick. General Purpose Model ...
  • West Regional Power Electric Company of Kermanshah-Iran. The Data Bank ...
  • نمایش کامل مراجع