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Original Articles

An emission constraint capacitor placement and sizing problem in radial distribution systems using modified competitive swarm optimiser approach

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Pages 1228-1251 | Received 10 Oct 2018, Accepted 20 Feb 2019, Published online: 18 Mar 2019

References

  • Abd Elazim, S. M., and E. S. Ali. 2018. “Optimal Locations and Sizing of Capacitors in Radial Distribution Systems Using Mine Blast Algorithm.” Electrical Engineering 100 (1): 1–9. doi:10.1007/s00202-016-0475-1.
  • Abdelaziz, A. Y., E. S. Ali, and Sahar M. Abd Abdelaziz. 2016. “Flower Pollination Algorithm for Optimal Capacitor Placement and Sizing in Distribution Systems.” Electric Power Components and Systems 44 (5): 544–555. doi:10.1080/15325008.2015.1117540.
  • Abdelaziz, A. Y., E. S. Ali, and S. M. Abd Elazim. 2016a. “Flower Pollination Algorithm and Loss Sensitivity Factors for Optimal Sizing and Placement of Capacitors in Radial Distribution Systems.” International Journal of Electrical Power and Energy Systems 78: 207–214. doi:10.1016/j.ijepes.2015.11.059 0142-0615/?
  • Abdelaziz, A. Y., E. S. Ali, and S. M. Abd Elazim. 2016b. “Optimal Sizing and Locations of Capacitors in Radial Distribution Systems via Flower Pollination Optimization Algorithm and Power Loss Index.” Engineering Science and Technology, an International Journal 19: 610–618. doi:10.1016/j.jestch.2015.09.002.
  • Ali, E. S., S. M. Abd Elazim, and A. Y. Abdelaziz. 2016a. “Improved Harmony Algorithm and Power Loss Index for Optimal Locations and Sizing of Capacitors in Radial Distribution Systems.” International Journal of Electrical Power & Energy Systems 80: 252–263. doi:10.1016/j.ijepes.2015.11.085.
  • Ali, E. S., S. M. Abd Elazim, and A. Y. Abdelaziz. 2016b. “Improved Harmony Algorithm for Optimal Locations and Sizing of Capacitors in Radial Distribution Systems.” International Journal of Electrical Power & Energy Systems 79: 275–284. doi:10.1016/j.ijepes.2016.01.015.
  • Alilou, M., V. Talavat, and H. Shayeghi. 2018. “Simultaneous Placement of Renewable DGs and Protective Devices for Improving the Loss, Reliability and Economic Indices of Distribution System with Nonlinear Load Model.” International Journal of Ambient Energy 39), doi:10.1080/01430750.2018.1490352.
  • Banerjee, S., C. K. Chanda, and D. Das. 2013. “Reconfiguration of Distribution Networks Based on Fuzzy Multiobjective Approach by Considering Loads of Different Types.” Journal of The Institution of Engineers (India): Series B 94 (1): 29–42. doi:10.1007/s40031-013-0043-2.
  • Baran, Mesut E., and Felix F. Wu. 1989. “Optimal Capacitor Placement on Radial Distribution Systems.” IEEE Transactions on Power Delivery 4 (1): 725–734. doi:10.1109/61.19265.
  • Bhattacharya, S. K., and S. K. Goswami. 2009. “A New Fuzzy Based Solution of the Capacitor Placement Problem in Radial Distribution System.” Expert Systems with Applications 36 (3 PART 1): 4207–4212. doi:10.1016/j.eswa.2008.04.002.
  • Chand, Vadlamudi Tara, Kommineni Ravindra, Katuru Bala Prasad, Vadlamudi Tara, Kommineni Ravindra, and Katuru Bala. 2018. “Exergy Assessment of Air Film Blade Cooled Combined Power Cycle Plant.” International Journal of Ambient Energy. doi:10.1080/01430750.2018.1501740.
  • Cheng, Ran, and Yaochu Jin. 2015. “A Competitive Swarm Optimizer for Large Scale Optimization.” IEEE Transactions on Cybernetics 45 (2): 191–204. doi:10.1109/TCYB.2014.2322602.
  • Das, D. 2008. “Optimal Placement of Capacitors in Radial Distribution System Using a Fuzzy-GA Method.” International Journal of Electrical Power and Energy Systems 30 (6–7): 361–367. doi:10.1016/j.ijepes.2007.08.004.
  • El-Ela, Abou, Adel Ali, Mohamed Taha Mouwafi, Abdel-mohsen Kinawy, and Ragab A. El-Sehiemy. 2016. “Optimal Capacitor Placement in Distribution Systems for Power Loss Reduction and Voltage Profile Improvement.” IET Generation, Transmission & Distribution 10 (5): 1209–1221. doi:10.1049/iet-gtd.2015.0799.
  • El-Fergany, Attia A. 2013. “Optimal Capacitor Allocations Using Integrated Evolutionary Algorithms.” IET Generation, Transmission & Distribution 7 (6): 593–601. doi:10.1049/iet-gtd.2012.0661.
  • El-Fergany, Attia A., and Almoataz Y Abdelaziz. 2014a. “Artificial Bee Colony Algorithm to Allocate Fixed and Switched Static Shunt Capacitors in Radial Distribution Networks.” Electric Power Components and Systems 42 (5): 427–438. doi:10.1080/15325008.2013.856965.
  • El-Fergany, Attia A., and Almoataz Y Abdelaziz. 2014b. “Capacitor Allocations in Radial Distribution Networks Using Cuckoo Search Algorithm.” IET Generation, Transmission & Distribution 8 (2): 223–232. doi:10.1049/iet-gtd.2013.0290.
  • Franco, John F., Marcos J. Rider, Marina Lavorato, and Rubén Romero. 2013. “A Mixed-integer LP Model for the Optimal Allocation of Voltage Regulators and Capacitors in Radial Distribution Systems.” International Journal of Electrical Power and Energy Systems 48 (1): 123–130. doi:10.1016/j.ijepes.2012.11.027.
  • Grainger, J., and S. Lee. 1981. “Optimum Size and Location of Shunt Capacitors for Reduction of Losses on Distribution Feeders.” IEEE Transactions on Power Apparatus and Systems PAS 100 (3): 1105–1118. doi:10.1109/TPAS.1981.316577.
  • Hamouda, Abdellatif, Nadia Lakehal, and Khaled Zehar. 2010. “Heuristic Method for Reactive Energy Management in Distribution Feeders.” Energy Conversion and Management 51 (3): 518–523. doi:10.1016/j.enconman.2009.10.016.
  • Haque, M. H. 1999. “Capacitor Placement in Radial Distribution Systems for Loss Reduction.” IEE Proceedings - Generation, Transmission and Distribution. 146 (5): 501–505. doi:10.1O49hpgtd:19990495.
  • Kansal, Arun, Mukesh Khare, and Chandra Shekhar Sharma. 2011. “Air Quality Modelling Study to Analyse the Impact of the World Bank Emission Guidelines for Thermal Power Plants in Delhi.” Atmospheric Pollution Research 2 (1): 99–105. doi:10.5094/APR.2011.012.
  • Karimi, Masoumeh, Mohammad Reza Jannati Oskuee, Mohammad Javad Amroony Boushehry, and Sajad Najafi Ravadanegh. 2017. “Optimal Planning of Distributed Generation with Application of Multi-Objective Algorithm Including Economic, Environmental and Technical Issues with Considering Uncertainties.” International Journal of Ambient Energy 38 (8): 849–857. doi:10.1080/01430750.2016.1222955.
  • Kashyap, Mohan, Satish Kansal, and Bhanu Partap Singh. 2018. “Optimal Installation of Multiple Type DGs Considering Constant, ZIP Load and Load Growth.” International Journal of Ambient Energy 39: 1–10. doi:10.1080/01430750.2018.1517688.
  • Mahdavi, Sedigheh, Shahryar Rahnamayan, and Kalyanmoy Deb. 2018. “Opposition Based Learning: A Literature Review.” Swarm and Evolutionary Computation 39: 1–23. doi:10.1016/j.swevo.2017.09.010.
  • Mittal, Moti L. 2010. “Estimates of Emissions from Coal Fired Thermal Power Plants in India.” Proceedings of International Emission Inventory Conference; Florida, USA, 1–22.
  • Mohapatra, Prabhujit, Kedar Nath Das, and Santanu Roy. 2017. “A Modified Competitive Swarm Optimizer for Large Scale Optimization Problems.” Applied Soft Computing 59: 340–362. doi:10.1016/j.asoc.2017.05.060.
  • Mohibullah, Imdadullah, and Imtiaz Ashraf. 2006. “Estimation of CO2 Mitigation Potential through Renewable Energy Generation.” 2006 IEEE International Power and Energy Conference, 24–29. doi:10.1109/PECON.2006.346612.
  • Montazeri, Meysam, and Alireza Askarzadeh. 2018. “Capacitor Placement in Radial Distribution Networks Based on Identification of High Potential Busses.” International Transactions on Electrical Energy Systems: 1–15. doi:10.1002/etep.2754.
  • Muthukumar, K., S. Jayalalitha, M. Ramasamy, and Haricharan Cherukuri. 2014. “Optimal Shunt Capacitor Allocation and Sizing Using Harmony Search Algorithm for Power Loss Minimization in Radial Distribution Networks.” International Journal of Development Research 4 (3): 537–545.
  • Nojavan, Sayyad, Mehdi Jalali, and Kazem Zare. 2014. “Optimal Allocation of Capacitors in Radial / Mesh Distribution Systems Using Mixed Integer Nonlinear Programming Approach.” Electric Power Systems Research 107: 119–124. doi:10.1016/j.epsr.2013.09.019.
  • Oliveira, Leonardo W. De, Sandoval Carneiro, Edimar J. De Oliveira, J. L. R. Pereira, Ivo C. Silva, and Jeferson S. Costa. 2010. “Optimal Reconfiguration and Capacitor Allocation in Radial Distribution Systems for Energy Losses Minimization.” International Journal of Electrical Power and Energy Systems 32 (8): 840–848. doi:10.1016/j.ijepes.2010.01.030.
  • Prakash, K., and M. Sydulu. 2007. “Particle Swarm Optimization Based Capacitor Placement on Radial Distribution Systems.” Power Engineering Society General Meeting, 2007. IEEE, Tampa, FL, 1–5.
  • Qian, Kejun, Chengke Zhou, Malcolm Allan, and Yue Yuan. 2011. “Effect of Load Models on Assessment of Energy Losses in Distributed Generation Planning.” International Journal of Electrical Power and Energy Systems 33 (6): 1243–1250. doi:10.1016/j.ijepes.2011.04.003.
  • Rajan, Abhishek, K. Jeevan, and T. Malakar. 2017. “Weighted Elitism Based Ant Lion Optimizer to Solve Optimum VAr Planning Problem.” Applied Soft Computing 55: 352–370. doi:10.1016/j.asoc.2017.02.010.
  • Rajendran, Arulraj, and Kumarappan Narayanan. 2018. “Optimal Multiple Installation of DG and Capacitor for Energy Loss Reduction and Loadability Enhancement in the Radial Distribution Network Using the Hybrid WIPSO–GSA Algorithm.” International Journal of Ambient Energy 39: 1–13. doi:10.1080/01430750.2018.1451371.
  • Rao, R. Srinivasas, S. V. L. Narasimham, and M. Ramalingaraju. 2011. “Optimal Capacitor Placement in a Radial Distribution System Using Plant Growth Simulation Algorithm.” International Journal of Electrical Power and Energy Systems 33 (5): 1133–1139. doi:10.1016/j.ijepes.2010.11.021.
  • Reddy, V. V. K., and M. Sydulu. 2007. “Index and GA Based Optimal Location and Sizing of Distribution System Capacitors.” 2007 IEEE Power Engineering Society General Meeting, PES, 6–9. doi:10.1109/PES.2007.385547.
  • Salehi, Javad, Mohammad Reza, Jannati Oskuee, and Arman Amini. 2018. “Stochastics Multi-Objective Modelling of Simultaneous Reconfiguration of Power Distribution Network and Allocation of DGs and Capacitors .” International Journal of Ambient Energy 39 (2): 176–187. doi:10.1080/01430750.2017.1280084.
  • Singh, Sachin, and T. Ghose. 2013. “Improved Radial Load Flow Method.” International Journal of Electrical Power and Energy Systems 44 (1): 721–727. doi:10.1016/j.ijepes.2012.08.005.
  • Sultana, Sneha, and Provas Kumar Roy. 2014. “Optimal Capacitor Placement in Radial Distribution Systems Using Teaching Learning Based Optimization.” International Journal of Electrical Power and Energy Systems 54: 387–398. doi:10.1016/j.ijepes.2013.07.011.
  • Sultana, Sneha, and Provas Kumar Roy. 2016. “Oppositional Krill Herd Algorithm for Optimal Location of Capacitor with Reconfiguration in Radial Distribution System.” International Journal of Electrical Power & Energy Systems 74: 78–90. doi:10.1016/j.ijepes.2015.07.008.
  • Tabatabaei, S. M., and B. Vahidi. 2011. “Bacterial Foraging Solution Based Fuzzy Logic Decision for Optimal Capacitor Allocation in Radial Distribution System.” Electric Power Systems Research 81 (4): 1045–1050. doi:10.1016/j.epsr.2010.12.002.
  • Tamilselvan, V., T. Jayabarathi, T. Raghunathan, and Xin-she Yang. 2018. “Optimal Capacitor Placement in Radial Distribution Systems Using Flower Pollination Algorithm.” Alexandria Engineering Journal. doi:10.1016/j.aej.2018.01.0041110-0168.
  • Tanwar, Surender Singh, and D. K. Khatod. 2017. “Techno-Economic and Environmental Approach for Optimal Placement and Sizing of Renewable DGs in Distribution System.” Energy 127: 52–67. doi:10.1016/j.energy.2017.02.172.
  • Teng, Jen-hao. 2003. “A Direct Approach for Distribution System Load Flow Solutions.” IEEE TRANSACTIONS on Power Delivery 18 (3): 882–887.
  • Wu, Guohua, Witold Pedrycz, P. N. Suganthan, and Rammohan Mallipeddi. 2015. “A Variable Reduction Strategy for Evolutionary Algorithms Handling Equality Constraints.” Applied Soft Computing 37: 774–786. doi:10.1016/j.asoc.2015.09.007.
  • Xiong, Guojiang, and Dongyuan Shi. 2018. “Orthogonal Learning Competitive Swarm Optimizer for Economic Dispatch Problems.” Applied Soft Computing 66: 134–148. doi:10.1016/j.asoc.2018.02.019.
  • Zhang, Dong, Zhengcai Fu, and Liuchun Zhang. 2007. “An Improved TS Algorithm for Loss-Minimum Reconfiguration in Large-Scale Distribution Systems.” Electric Power Systems Research 77 (5–6): 685–694. doi:10.1016/j.epsr.2006.06.005.

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