A meta-heuristic firefly algorithm based smart control strategy and analysis of a grid connected hybrid photovoltaic/wind distributed generation system

Abstract An integrating distributed generation to power systems causes several technical issues, especially system stability like voltage at point of common coupling (PCC) and system. Therefore, to fully address the issue, current exiting power systems should be upgraded to the advanced power grid. To make the power grid become ‘advanced’, particularly in terms of stability and flexibility, one must need to make a controller which capable to control the above issue after integration of hybrid distribution generation system into the utility grid. All the issues have been attempted to address in this paper. Dynamic model for the main system components, namely, wind energy conversion system (WECS), PV energy conversion system (PVECS) and control for PVECS and the power electronics devices are addressed in this paper. The overall control strategy for grid connected hybrid wind/PV distributed generation system has also been presented. Different energy sources in the system are integrated through a DC bus into the utility grid. Based on the dynamic component models, a simulation model for the hybrid distributed generation system connected with utility grid has been developed using MATLAB/Simulink. Hybrid system comprises of Wind Turbine (WT) and solar Photovoltaic (SPV). For control the voltage and frequency at PCC Firefly based controller is used. Performance of several controllers such as Proportional Integral (PI), and Proportional Integral Derivatives (PID) are evaluated to control the frequency of the system. The controller gains are simultaneously optimized by powerful meta-heuristic firefly algorithm. Comparison of the dynamic responses reveals better performance of the PID controller. Here, it has been observed that the values of gain designed by firefly algorithm are robust which is verified and validated by case studies. Investigations reveal that the FA is successfully applied for simulation studies and it has been carried out to verify the controller and system performance under different scenarios which reveals that overall control strategy are robust and perform well.

[1]  B. G. Fernandes,et al.  A simple maximum power point tracker for grid connected variable speed wind energy conversion system with reduced switch count power converters , 2003, IEEE 34th Annual Conference on Power Electronics Specialist, 2003. PESC '03..

[2]  Chrysovalantou Ziogou,et al.  Automation infrastructure and operation control strategy in a stand-alone power system based on rene , 2011 .

[3]  P. Kundur,et al.  Power system stability and control , 1994 .

[4]  Chee Wei Tan,et al.  A study of maximum power point tracking algorithms for wind energy system , 2011, 2011 IEEE Conference on Clean Energy and Technology (CET).

[5]  José L. Bernal-Agustín,et al.  Multi-objective design of PV–wind–diesel–hydrogen–battery systems , 2008 .

[6]  V. Blasko,et al.  Operation of a phase locked loop system under distorted utility conditions , 1997 .

[7]  Seung-Ki Sul,et al.  A new phase detecting method for power conversion systems considering distorted conditions in power system , 1999, Conference Record of the 1999 IEEE Industry Applications Conference. Thirty-Forth IAS Annual Meeting (Cat. No.99CH36370).

[8]  B. Singh,et al.  Voltage and Frequency Controller for a Three-Phase Four-Wire Autonomous Wind Energy Conversion System , 2008, IEEE Transactions on Energy Conversion.

[9]  Thomas Ackermann,et al.  Wind Power in Power Systems , 2005 .

[10]  Robert H. Lasseter Dynamic models for micro-turbines and fuel cells , 2001, 2001 Power Engineering Society Summer Meeting. Conference Proceedings (Cat. No.01CH37262).

[11]  A.L. Dimeas,et al.  Operation of a multiagent system for microgrid control , 2005, IEEE Transactions on Power Systems.

[12]  P. Wall,et al.  A simplified model for dynamic behavior of permanent magnet synchronous generator for direct drive wind turbines , 2011, 2011 IEEE Trondheim PowerTech.

[13]  P. Hollmuller,et al.  Evaluation of a 5 kWp photovoltaic hydrogen production and storage installation for a residential home in Switzerland , 2000 .

[14]  P. Chiradeja,et al.  Benefit of Distributed Generation: A Line Loss Reduction Analysis , 2005, 2005 IEEE/PES Transmission & Distribution Conference & Exposition: Asia and Pacific.

[15]  Ø. Ulleberg,et al.  TRNSYS simulation models for solar-hydrogen systems , 1997 .

[16]  K. Agbossou,et al.  Performance of a stand-alone renewable energy system based on energy storage as hydrogen , 2004, IEEE Transactions on Energy Conversion.

[17]  Roberto Cárdenas,et al.  Control of a Four-Leg Converter for the Operation of a DFIG Feeding Stand-Alone Unbalanced Loads , 2015, IEEE Transactions on Industrial Electronics.

[18]  M. Vaziri,et al.  Effects of dispersed generation (DG) on distribution systems , 2005, IEEE Power Engineering Society General Meeting, 2005.

[19]  R. Billinton,et al.  Reliability/Cost Implications of PV and Wind Energy Utilization in Small Isolated Power Systems , 2001, IEEE Power Engineering Review.

[20]  C. Chellamuthu,et al.  Modeling and simulation of grid connected wind electric generating system , 2002, 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering. TENCOM '02. Proceedings..

[21]  P.L. Chapman,et al.  Comparison of Photovoltaic Array Maximum Power Point Tracking Techniques , 2007, IEEE Transactions on Energy Conversion.

[22]  S.M. Silva,et al.  Wide bandwidth single and three-phase PLL structures for grid-tied PV systems , 2000, Conference Record of the Twenty-Eighth IEEE Photovoltaic Specialists Conference - 2000 (Cat. No.00CH37036).

[23]  F. Valenciaga,et al.  Supervisor control for a stand-alone hybrid generation system using wind and photovoltaic energy , 2005, IEEE Transactions on Energy Conversion.

[24]  Mohammad A. S. Masoum,et al.  Closure on "Theoretical and experimental analyses of photovoltaic systems with voltage and current-based maximum power point tracking" , 2002 .

[25]  J.S. Katz,et al.  Educating the Smart Grid , 2008, 2008 IEEE Energy 2030 Conference.

[26]  V. Vlatkovic Alternative energy: state of the art and implications on power electronics , 2004, Nineteenth Annual IEEE Applied Power Electronics Conference and Exposition, 2004. APEC '04..

[27]  Bikash C. Pal,et al.  Modal Analysis of Grid-Connected Doubly Fed Induction Generators , 2007 .

[28]  Barry W. Williams,et al.  Wind Turbine Power Coefficient Analysis of a New Maximum Power Point Tracking Technique , 2013, IEEE Transactions on Industrial Electronics.

[29]  Xin-She Yang,et al.  Firefly Algorithms for Multimodal Optimization , 2009, SAGA.

[30]  Jongrong Lin,et al.  Implementation of a DSP-controlled photovoltaic system with peak power tracking , 1998, IEEE Trans. Ind. Electron..

[31]  Bhim Singh,et al.  Three-phase four-wire wind-diesel based microgrid , 2016, 2016 IEEE 6th International Conference on Power Systems (ICPS).

[32]  Fang Zheng Peng,et al.  Multilevel converters-a new breed of power converters , 1995, IAS '95. Conference Record of the 1995 IEEE Industry Applications Conference Thirtieth IAS Annual Meeting.

[33]  K. Agbossou,et al.  Renewable energy systems based on hydrogen for remote applications , 2001 .

[34]  R.A. Prata Impact of distributed generation connection with distribution grids - two case-studies , 2006, 2006 IEEE Power Engineering Society General Meeting.

[35]  Slawomir Zak,et al.  Firefly Algorithm for Continuous Constrained Optimization Tasks , 2009, ICCCI.

[36]  S.M. Silva,et al.  PLL structures for utility connected systems , 2001, Conference Record of the 2001 IEEE Industry Applications Conference. 36th IAS Annual Meeting (Cat. No.01CH37248).

[37]  Eduard Muljadi,et al.  Pitch-controlled variable-speed wind turbine generation , 1999, Conference Record of the 1999 IEEE Industry Applications Conference. Thirty-Forth IAS Annual Meeting (Cat. No.99CH36370).

[38]  Siva Ganesh Malla,et al.  Voltage control of stand-alone wind and solar energy system , 2014 .

[39]  Weisi Lin,et al.  Hammerstein model identification based on bacterial foraging , 2006 .

[40]  Saifur Rahman,et al.  A feasibility study of photovoltaic-fuel cell hybrid energy system , 1988 .

[41]  F. Bastiao,et al.  Impact of distributed generation on distribution networks , 2008, 2008 5th International Conference on the European Electricity Market.

[42]  Nikos D. Hatziargyriou,et al.  Integrating distributed generation into electric power systems: A review of drivers, challenges and opportunities , 2007 .

[43]  T. J. Hammons Notice of Violation of IEEE Publication Principles Dispersed generation and its impact in Europe on power system structure and secure power system operation , 2007 .

[44]  Spyros Voutetakis,et al.  Optimum design and operation under uncertainty of power systems using renewable energy sources and hydrogen storage , 2010 .

[45]  James A. Momoh,et al.  Smart grid design for efficient and flexible power networks operation and control , 2009, 2009 IEEE/PES Power Systems Conference and Exposition.

[46]  G. Venkataramanan,et al.  Optimal Technology Selection and Operation of Commercial-Building Microgrids , 2008, IEEE Transactions on Power Systems.

[47]  M. Santarelli,et al.  Design and analysis of stand-alone hydrogen energy systems with different renewable sources , 2004 .

[48]  V.P. Mahadanaarachchi,et al.  Impact of distributed generation on distance protection performance - A review , 2008, 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.

[49]  Vassilios G. Agelidis,et al.  Multilevel converters for single-phase grid connected photovoltaic systems-an overview , 1998, IEEE International Symposium on Industrial Electronics. Proceedings. ISIE'98 (Cat. No.98TH8357).

[50]  Chihchiang Hua,et al.  Comparative study of peak power tracking techniques for solar storage system , 1998, APEC '98 Thirteenth Annual Applied Power Electronics Conference and Exposition.

[51]  Hashem Nehrir,et al.  Evaluating the benefits of a hybrid solid oxide fuel cell combined heat and power plant for energy sustainability and emissions avoidance , 2011, 2011 IEEE Power and Energy Society General Meeting.

[52]  P.P. Barker,et al.  Determining the impact of distributed generation on power systems. I. Radial distribution systems , 2000, 2000 Power Engineering Society Summer Meeting (Cat. No.00CH37134).

[53]  Jih-Sheng Lai,et al.  Power conditioning systems for renewable energies , 2007, 2007 International Conference on Electrical Machines and Systems (ICEMS).