An intelligent approach for dynamic load frequency control with hybrid energy storage system

被引:0
作者
Vengatesh R.P. [1 ]
Rajan S.E. [1 ]
Sivaprakash A. [1 ]
机构
[1] Department of Electrical and Electronics Engineering, Mepco Schlenk Engineering College (Autonomous), Sivakasi
关键词
BESS; Frequency deviation; PI controller; SMES; fuzzy controller; load; frequency; control;
D O I
10.1080/1448837X.2019.1658278
中图分类号
学科分类号
摘要
One of the important factors to be considered in an electric power system is to maintain the frequency constant, so that power stations run satisfactorily in synchronise among the connected pool of power generation systems. The main purpose of load frequency control (LFC) is to reduce the frequency deviation and net interchange of power flow between electrical power generating units and for achieving steady-state error to be zero. This research paper proposes the way to improve the LFC by employing energy storage systems (battery energy storage systems and superconducting magnetic energy storage (SMES)) during change in load demand. The energy storage devices are acting quickly and they are effectively damp electro mechanical oscillations in a power system. Moreover, they provide storage capacity and the kinetic energy of the generator shares the sudden changes in power requirement. An integrated hybrid BES and SMES energy storage systems along with LFC minimise the deviation of frequency by contribution of additional power requirement. Investigating the performance of the LFC with storage system under step change of load (∆Pd) has been analysed by employing proportional-integral (PI) and fuzzy logic controller (FLC) for frequency regulation and load tracking. Even, the PI controller attains zero steady-state error in system frequency, it has unsatisfied dynamic (overshoots and settling time) performance followed by disturbances. The mismatch power in the power system makes frequency deviation followed by the change in load demand and electrical power generation and it is balanced by employing of an energy storage system with proper controller. The simulation results are illustrated that the performance of LFC system is enhanced by BES storage system which effectively reduces frequency deviation than SMES system. The comparative analysis has been made for LFC with BES, SMES and hybrid storage system employing FLC and PI controller design also. A significant improvement in the frequency profile has been obtained with FLC controller than PI controller followed by the step load changes. © 2019, © 2019 Engineers Australia.
引用
收藏
页码:266 / 275
页数:9
相关论文
共 11 条
  • [1] Bhatti T.S., Al-Ademi A.A.F., Bansal N.K., LFC of Isolated Battery Energy, Diesel Hybrid Power System, Energy Conversion and Management, 38, pp. 829-837, (1997)
  • [2] Boroujeni S.M.S., Hemmati R., Boroujeni H.F., Load Frequency Control in Multi Area Electric Power System Using Genetic Scaled Fuzzy Logic, International Journal of the Physical Sciences, 6, pp. 377-385, (2011)
  • [3] Chen L., Liu Y., Arsoy A.B., Ribeiro P.F., Steurer M., Iravani M.R., Detailed Modeling of SMES- Superconducting Magnetic Energy Storage System, IEEE Transactions on Power Delivery, 21, pp. 699-710, (2006)
  • [4] Dabur P., Yadav N.K., Avtar R., Matlab Design and Simulation of AGC and AVR for Single Area Power System with Fuzzy Logic Control, International Journal of Soft Computing and Engineering, 1, pp. 44-49, (2012)
  • [5] Fosha C.E., Elgerd O.I., The MW Frequency Control Problem: a New Approach via Optimal Control Theory, IEEE Transactions on Power Application System, 89, pp. 563-577, (1970)
  • [6] Ismail M.M., Hassan A.M., LFC Adaptation Using Artificial Intelligent Techniques for One and Two Different Areas Power System, International Journal of Control, Automation and Systems, 1, pp. 12-23, (2012)
  • [7] Lee D.J., Wang L., Small-signal Stability Analysis of an Autonomous Hybrid Renewable Energy Power Generation/energy Storage System, Part I: Time-domain Simulations, The IEEE Transactions on Energy Conversion, 32, pp. 311-320, (2008)
  • [8] Merciar P., Cherkaoui R., Optimizing a Battery Energy Storage System for Frequency Control Application in an Isolated Power System, IEEE Transactions on Power Systems, 24, pp. 1469-1477, (2009)
  • [9] Oudalov A., Chartouni D., Ohler C., Optimizing a Battery Energy Storage System for Primary Frequency Control, IEEE Transactions on Power System, 22, pp. 1259-1266, (2007)
  • [10] Ozkop E., Atlas I.H., Sharaf A.M., LFC in Four Area Power Systems Using Fuzzy Logic PI Controller, National power system conference, (2010)