International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064


Downloads: 137

Research Paper | Electrical Engineering | India | Volume 8 Issue 2, February 2019


Particle Swarm Intelligence Based Reduction Method Applied to Power System Descriptor Models

Seema Das, Deepika Bhalla


Abstract: To model and analyze a large complex dynamic system such as power systems is a very challenging task. Modelling of large real- time systems results in a large number of differential equations that lead to transfer function models that represents a higher order system. Higher order systems impose heavy computational burden, along with additional memory requirements. Therefore, it is necessary to reduce the power system model for simplifying the simulation and controller design. Pragmatic methods are preferred in power system model reduction for good performance, as they are simple to use along with their ability to maintain the physical structure of the model. A good algorithm to model the order reduction of power system applications should preserve the important characteristic and performability of the original system. The dimensions and density of typical accurate power system models give arise to difficulties which have been handled by several techniques. In this paper Particle Swarm Optimization (PSO) algorithm, evolutionary technique is employed to a two power system models. The first model considered is a single input single output (SISO) single machine connected to an infinite bus (SMIB) and the second model considered is a multiple input multiple output (MIMO) single machine connected to an infinite bus (SMIB). The PSO algorithm is based on the minimisation of the integral squared error between the transient responses of original higher order and reduced order model pertaining to a unit step input. The reduced models show the preservation of stability and other characteristic parameters of original system. The reduced order model so obtained shows minimum integral square error comparable with other reduction techniques.


Keywords: Particle Swarm Optimization, Model Order Reduction, Single Machine Infinite Bus System, Single input single output, multi input multi output


Edition: Volume 8 Issue 2, February 2019,


Pages: 1171 - 1178


How to Cite this Article?

Seema Das, Deepika Bhalla, "Particle Swarm Intelligence Based Reduction Method Applied to Power System Descriptor Models", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=ART20195336, Volume 8 Issue 2, February 2019, 1171 - 1178

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Particle Swarm Optimization'

Downloads: 109

Research Paper, Electrical Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2314 - 2320

Emission Minimization with Artificial Bee Colony Algorithm Incorporating Distributed Generation Sources

Venkatesha G, R D Satyanarayana Rao

Share this Article

Downloads: 109

Research Paper, Electrical Engineering, Vietnam, Volume 3 Issue 9, September 2014

Pages: 2360 - 2364

Gauss-PSO Parameter Identification Algorithm for Single-Phase Induction Motors

Duy C. Huynh

Share this Article

Similar Articles with Keyword 'Particle'

Downloads: 105

M.Tech / M.E / PhD Thesis, Electrical Engineering, India, Volume 5 Issue 9, September 2016

Pages: 1694 - 1697

Analysis of Leakage Current of 220kV Long Rod Insulators at Different Severity Level of Salt Contamination

Vijendra Singh Parihar, Anil Kumar Kori

Share this Article

Downloads: 109

Research Paper, Electrical Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2314 - 2320

Emission Minimization with Artificial Bee Colony Algorithm Incorporating Distributed Generation Sources

Venkatesha G, R D Satyanarayana Rao

Share this Article

Similar Articles with Keyword 'Swarm'

Downloads: 109

Research Paper, Electrical Engineering, India, Volume 3 Issue 6, June 2014

Pages: 2314 - 2320

Emission Minimization with Artificial Bee Colony Algorithm Incorporating Distributed Generation Sources

Venkatesha G, R D Satyanarayana Rao

Share this Article

Downloads: 109

Research Paper, Electrical Engineering, Vietnam, Volume 3 Issue 9, September 2014

Pages: 2360 - 2364

Gauss-PSO Parameter Identification Algorithm for Single-Phase Induction Motors

Duy C. Huynh

Share this Article

Similar Articles with Keyword 'Optimization'

Downloads: 169 | Monthly Hits: ⮙1

Comparative Studies, Electrical Engineering, India, Volume 8 Issue 4, April 2019

Pages: 1653 - 1658

Optimal Placement of Compensating Devices in Distribution System by Using PSO Algorithm

E. V. Vinay

Share this Article

Downloads: 1

Research Paper, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 689 - 700

Product Platform Based Modular Adaptive DC-DC Converters for Space Applications

P. Prakash, Dr. J.K. Kishore, C. S. Madhusudhana

Share this Article

Similar Articles with Keyword 'Model'

Downloads: 47

Survey Paper, Electrical Engineering, India, Volume 9 Issue 12, December 2020

Pages: 1765 - 1769

Literature Review on Grey Wolf Optimization Techniques

Prema Kandasamy

Share this Article

Downloads: 99

M.Tech / M.E / PhD Thesis, Electrical Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2073 - 2077

Load Flow Studies by CB Model Approach using UPFC

Sasi Kumar.M, Dr. Shaik Rafi Kiran

Share this Article

Similar Articles with Keyword 'Order'

Downloads: 2

Research Paper, Electrical Engineering, Rwanda, Volume 10 Issue 4, April 2021

Pages: 1328 - 1333

Design and Development of A PV / AC Grid Hybrid System in Rwanda

Makuza Jean Claude, Johan Potgieter

Share this Article

Downloads: 99

Research Paper, Electrical Engineering, China, Volume 9 Issue 6, June 2020

Pages: 839 - 844

Support Vector Machines Analysis of Photovoltaic Power Dataset Utilizing Internet of Things

Khaydarov Sherzod, Zhang Jinjiang, Raza Ahmad

Share this Article

Similar Articles with Keyword 'Reduction'

Downloads: 169 | Monthly Hits: ⮙1

Comparative Studies, Electrical Engineering, India, Volume 8 Issue 4, April 2019

Pages: 1653 - 1658

Optimal Placement of Compensating Devices in Distribution System by Using PSO Algorithm

E. V. Vinay

Share this Article

Downloads: 99

M.Tech / M.E / PhD Thesis, Electrical Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1208 - 1214

Optimal DC Voltage Design for High-Speed Traction Power Systems Using LLC-HPQC Control

J. Praveena, Y. Dhamodharam

Share this Article

Similar Articles with Keyword 'Single'

Downloads: 2

Research Paper, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 785 - 790

Load Frequency Control of Single Area Power System with Microgrid using Fuzzy Logic and Virtual Inertia Control

Vikas Pandey, Parminder Kaur, Pankaj Kumar

Share this Article

Downloads: 94

Research Paper, Electrical Engineering, China, Volume 9 Issue 9, September 2020

Pages: 662 - 665

Design of Water Quality Monitoring System Based on Microcontroller

WANG Li, ZHANG Shaopeng, WANG Wei

Share this Article

Similar Articles with Keyword 'Machine'

Downloads: 2

Student Project, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 475 - 476

PID Control of Heating Tank using PLC & SCADA

Brett Dsouza, Sanjana Magar, Sourabh Patil, Yogeshwar Thite

Share this Article

Downloads: 65 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Review Papers, Electrical Engineering, India, Volume 9 Issue 12, December 2020

Pages: 1500 - 1508

Thermoelectric Portable Mobile Charger Using LTC3108

Hanshul Bahl

Share this Article

Similar Articles with Keyword 'Infinite'

Downloads: 112

Research Paper, Electrical Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1436 - 1439

Optimal Tunning Statcom for SMIB System Using Particle Swarm Optimization

Bharti Verma, Abhijit Mandal

Share this Article

Downloads: 118

M.Tech / M.E / PhD Thesis, Electrical Engineering, India, Volume 8 Issue 8, August 2019

Pages: 826 - 831

Variance Index of DWT Based Symmetrical Fault during Power Swing

Eswararao Bireddi, Kumarraja.A, E. Suresh

Share this Article

Similar Articles with Keyword 'Bus'

Downloads: 169 | Monthly Hits: ⮙1

Comparative Studies, Electrical Engineering, India, Volume 8 Issue 4, April 2019

Pages: 1653 - 1658

Optimal Placement of Compensating Devices in Distribution System by Using PSO Algorithm

E. V. Vinay

Share this Article

Downloads: 1

Research Paper, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 689 - 700

Product Platform Based Modular Adaptive DC-DC Converters for Space Applications

P. Prakash, Dr. J.K. Kishore, C. S. Madhusudhana

Share this Article

Similar Articles with Keyword 'System'

Downloads: 169 | Monthly Hits: ⮙1

Comparative Studies, Electrical Engineering, India, Volume 8 Issue 4, April 2019

Pages: 1653 - 1658

Optimal Placement of Compensating Devices in Distribution System by Using PSO Algorithm

E. V. Vinay

Share this Article

Downloads: 1

Research Paper, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 689 - 700

Product Platform Based Modular Adaptive DC-DC Converters for Space Applications

P. Prakash, Dr. J.K. Kishore, C. S. Madhusudhana

Share this Article

Similar Articles with Keyword 'input'

Downloads: 103

Research Paper, Electrical Engineering, India, Volume 4 Issue 5, May 2015

Pages: 3013 - 3017

High Efficiency Unity Power Factor Compact Fluorescent Lamp with Energy Conservation Dimmer for Commercial Applications

S. Sivaram

Share this Article

Downloads: 105

Research Paper, Electrical Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2632 - 2638

Stabilization of Non-Linear System Using Single Input Neuro-Fuzzy Logic Controller Based on Radial Basis Function Network

Ravi Kumar Soni, Dr. M. J. Nigam

Share this Article

Similar Articles with Keyword 'single'

Downloads: 2

Research Paper, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 785 - 790

Load Frequency Control of Single Area Power System with Microgrid using Fuzzy Logic and Virtual Inertia Control

Vikas Pandey, Parminder Kaur, Pankaj Kumar

Share this Article

Downloads: 94

Research Paper, Electrical Engineering, China, Volume 9 Issue 9, September 2020

Pages: 662 - 665

Design of Water Quality Monitoring System Based on Microcontroller

WANG Li, ZHANG Shaopeng, WANG Wei

Share this Article

Similar Articles with Keyword 'output'

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

M.Tech / M.E / PhD Thesis, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1756 - 1758

Botanica Based Small Scale Power Generation and Analysis

Abhishek Dey

Share this Article

Downloads: 5

Research Paper, Electrical Engineering, India, Volume 10 Issue 7, July 2021

Pages: 451 - 456

Maximum Power Point Tracking using Perturb & Observation Technique

Manish Kumar, Charvi Saroj

Share this Article

Similar Articles with Keyword 'multi'

Downloads: 1

Research Paper, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 689 - 700

Product Platform Based Modular Adaptive DC-DC Converters for Space Applications

P. Prakash, Dr. J.K. Kishore, C. S. Madhusudhana

Share this Article

Downloads: 2

Research Paper, Electrical Engineering, India, Volume 10 Issue 6, June 2021

Pages: 785 - 790

Load Frequency Control of Single Area Power System with Microgrid using Fuzzy Logic and Virtual Inertia Control

Vikas Pandey, Parminder Kaur, Pankaj Kumar

Share this Article
Top