Balamurugan POTTUKKANNAN, Yuvaraj THANGARAJ, Devabalaji KALIYAPERUMAL, Mohamed Imran ABDUL RASHEED, Muthukannan PETHA PERUMAL

Integration of Solar and Wind Based DGs with DSTATCOM in Distribution Systems using Modified Bat Algorithm

Nowadays, renewable energy sources based distributed generations (REDGs) interconnectionwith distribution system is gaining more attention by the power system engineers since it meetsincreasing load demand and cancel out environmental threats. Suitable incorporation of REDGsin radial distribution system (RDS) is vital in ensuring qualitative network operational profits. Inthis present approach a modified bat algorithm (MBA) based optimization method is employedto allocate solar and wind DGs along with DSTATCOM in RDS. The proposed new multiobjective function to mitigate power loss, bus voltage development stability betterment and TotalOperating Cost (TOC) minimization. Proper modelling of solar irradiance and wind speed havebeen done in the RDS. The present approach is tested to Indian countrified system structure andstandard IEEE 69-bus system, and received satisfactory outputs.

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Yuvaraj, T., Ravi, K., and Devabalaji, K, R., “DSTATCOM allocation in distribution networks considering load variations using bat algorithm”, Ain Shams Engineering Journal, 8(3) 391-403, (2017).
Devabalaji, K, R., Yuvaraj, T., and Ravi, K., “An efficient method for solving the optimal sitting and sizing problem of capacitor banks based on cuckoo search algorithm”, Ain Shams Engineering Journal, 9(4) 589-597, (2016).
Yuvaraj, T., Devabalaji, K, R., and Ravi, K., "Optimal placement and sizing of DSTATCOM using harmony search algorithm", Energy Procedia, 79: 759-765, (2015).
Balamurugan, P.,Yuvaraj, T., and Muthukannan, P., “Simultaneous Allocation Renewable DGs and Capacitor for Typical Indian Rural Distribution Network using Cuckoo Search Algorithm”, International Journal of Engineering & Technology (UAE), 1011- 1016, (2018).
Chaithra, C., and Padmaja, K., "Optimum placement of DSTATCOM using firefly algorithm for enhancing power quality", International Journal of Advanced Research in Computer and Communication Engineering, 4: 6, (2015).
Rao, PVV Rama., and Sivanaga Raju, S., "Voltage regulator placement in radial distribution system using plant growth simulation algorithm", International Journal of Engineering, Science and Technology, 2-6, (2010).
Devabalaji, K, R., Imran, A, M., Yuvaraj, T., and Ravi, K., “Power loss minimization in radial distribution system”, Energy Procedia, 79: 917-923, (2015).
Yuvaraj, T., Ravi, K., and Devabalaji, K, R., "DSTATCOM allocation in the radial distribution networks with different stability indices using bat algorithm", Gazi University Journal of Science, 30(4): 314-328, (2017).
Suvarchala, K., Yuvaraj, T., and Balamurugan, P., "A brief review on optimal allocation of Distributed Generation in distribution network", 4 th International Conference on Electrical Energy Systems (ICEES). IEEE, (2018).
Taher, S., A., and Seyed A., A., "Optimal location and sizing of DSTATCOM in distribution systems by immune algorithm", International Journal of Electrical Power & Energy Systems, 60: 34-44, (2014).
Chabok, B., S., and Ahmad A., "Optimal placement of D-STATCOMs into the radial distribution networks in the presence of distributed generations", American Journal of Electrical and Electronic Engineering, 4(2): 40-48, (2016).
Balamurugan, P., Yuvaraj, T., and Muthukannan, P., "Optimal allocation of dstatcom in distribution network using whale optimization algorithm", Engineering, Technology & Applied Science Research, 8(5): 3445-3449, (2018).
Devabalaji, K, R., and Ravi, K., "Optimal size and siting of multiple dg and dstatcom in radial distribution system using bacterial foraging optimization algorithm", Ain Shams Engineering Journal, 7(3): 959-971, (2016).
Sanam, J., Sanjib G., and Panda, A., K., "Allocation of DSTATCOM and DG in distribution systems to reduce power loss using ESM algorithm", Power Electronics, Intelligent Control and Energy Systems (ICPEICES), IEEE International Conference on IEEE, (2016).
Devi, S., and Geethanjali, M., "Optimal location and sizing determination of distributed generation and dstatcom using particle swarm optimization algorithm", International Journal of Electrical Power & Energy Systems, 62: 562-570, (2014).
Yuvaraj, T., Ravi, K., and Devabalaji, K, R., "Optimal allocation of DG and DSTATCOM in radial distribution system using cuckoo search optimization algorithm", Modelling and Simulation in Engineering, 2017, (2017).
Thangaraj, Y., and Ravi, K., "Multi-objective simultaneous placement of DG and DSTATCOM using novel lightning search algorithm", Journal of Applied Research and Technology, 15(5): 477-491, (2017).
Yang, X.-S.,"A New Metaheuristic Bat-Inspired Algorithm." Nature inspired cooperative strategies for optimization (NICSO 2010), Springer, Berlin, Heidelberg, 65-74, (2010).
Yuvaraj, T., Devabalaji, K, R., and Ravi, K., "Optimal allocation of dg in the radial distribution network using bat optimization algorithm", Advances in Power Systems and Energy Management. Springer, Singapore, 563-569, (2018).
Khushalani, S., and Noel S., "Unbalanced distribution power flow with distributed generation", In IEEE PES Transmission and Distribution Conference and Exhibition, 301-306. (2006).
Parizad, A., Khazali, A., and Kalantar, M., "Optimal placement of distributed generation with sensitivity factors considering voltage stability and losses indices", 18th Iranian Conference on Electrical Engineering, IEEE, 848-855, (2010).
El-Fergany, A., "Optimal capacitor allocations using evolutionary algorithms", IET Generation, Transmission & Distribution, 7(6): 593-601, (2013).
Kowsalya, M., "Optimal size and siting of multiple distributed generators in distribution system using bacterial foraging optimization", Swarm and Evolutionary Computation, 15: 58-65, (2014).
Singh, D., Devender S., and Verma, K, S., "Multiobjective optimization for DG planning with load models", IEEE Transactions on Power Systems, 24(1): 427-436, (2009).
Hung, Duong Quoc, N., and Mithulananthan., and Bansal, R, C., "Integration of PV and BES units in commercial distribution systems considering energy loss and voltage stability", Applied Energy, 113: 1162-1170, (2014).
Kayal, P., and Chanda, C., K., "Placement of wind and solar based DGs in distribution system for power loss minimization and voltage stability improvement", International Journal of Electrical Power & Energy Systems, 53: 795-809, (2013).
Muller, S, D., Marchetto, J., Airaghi, S., and Kournoutsakos, P., “Optimization based on bacterial chemotaxis”, IEEE transactions on Evolutionary Computation, 6(1): 16-29, (2002).
Yang, X., "Bat algorithm for multi-objective optimization", International Journal of Bio-Inspired Computation, 3(5): 267-274, (2011).
Kim, D., H., and Cho, C., H., "Bacteria Foraging Based Neural Network Fuzzy Learning" IICAI, (2005).
Singh, R., K., and Goswami, S., K., "Multi-objective optimization of distributed generation planning using impact indices and trade-off technique." Electric Power Components and Systems, 39(11): 1175-1190, (2011).
Das, D., Nagi, H, S., and Kothari, D, P., "Novel method for solving radial distribution networks", IEE Proceedings-Generation, Transmission and Distribution, 141(4): 291-298, (1994).
Sahoo, N, C., and Prasad, K., "A fuzzy genetic approach for network reconfiguration to enhance voltage stability in radial distribution systems", Energy Conversion and Management, 47(18-19): 3288-3306, (2006).
Kanwar, N., Gupta, N., Niazi, K, R., and Swarnkar, A., “Improved cat swarm optimization for simultaneous allocation of DSTATCOM and DGs in distribution systems”, Journal of Renewable Energy, 2015, (2015).