A BAT Optimization Algorithm for Sizing and Siting of Optimal Distributed Generation in Distribution Networks

Publish Year: 1399
نوع سند: مقاله ژورنالی
زبان: Persian
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شناسه ملی سند علمی:

JR_JIAE-17-4_002

تاریخ نمایه سازی: 3 اسفند 1399

Abstract:

 The aim of this paper is to provide the best locations and sizes of DGs to aim voltage and power loss improvement with consider costs. The objective function in this paper is a multi-objective function with weights. The main functions are minimization of the power loss, improvement of voltage profile and minimization of DG cost are transformed into a single objective function with utilization the weight of functions. A BAT algorithm is proposed for simultaneous optimization these functions. Hence, in the first stage in this paper introduces the multi-objective function. Next stage is introduced the optimization algorithm used and in the last stage simulation results are presented. The proposed method has been tested on a 13-bus system. The results indicate that any change in the function’s weight in the objective function leads to a significant change in the forecasting of the location and size of DG.

Authors

حمید رادمنش

Electrical Engineering Department, Aeronautical University of Technology

رضا شریفی

Electrical Engineering Department, Amirkabir University of Technology

سید حمید فتحی

Electrical Engineering Department, Amirkabir University of Technology

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  • [4] Kalantari M, Sohrabi S, Rashidy Kanan H. A Hybrid Optimization ...
  • [5] Samaie F, Javadi S. Optimal Siting and Sizing of Hybrid ...
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  • [8] Duong Quoc Hung; Mithulananthan, N.; Bansal, R.C., ...
  • "Analytical Expressions for DG Allocation in Primary Distribution Networks," IEEE ...
  • [9] Kamali, R., Sharifi, R., Radmanesh, H., & Fathi, S. (2016). ...
  • [10] X. Hugang, C. Haozhong, L. Haiyu, "Optimal reactive power flow ...
  • [11] Singh, D.; Singh, D.; Verma, K.S., "Multiobjective Optimization for DG ...
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  • [1] Sharifi, R., Anvari-Moghaddam, A., Fathi, S. H., Guerrero, J. M., ...
  • [2] Lee, K.Y.; Xiaomin Bai; Young-Moon Park, "Optimization method for reactive ...
  • [3] Ganjefar, S., et al. "Prediction of delay time in Internet ...
  • [4] Kalantari M, Sohrabi S, Rashidy Kanan H. A Hybrid Optimization ...
  • [5] Samaie F, Javadi S. Optimal Siting and Sizing of Hybrid ...
  • [6] Heidary Yazdi S S, Milimonfared J, Fathi S H. Unified ...
  • [7] Hedayati, H.; Nabaviniaki, S.A.; Akbarimajd, A., "A Method for Placement ...
  • [8] Duong Quoc Hung; Mithulananthan, N.; Bansal, R.C., ...
  • "Analytical Expressions for DG Allocation in Primary Distribution Networks," IEEE ...
  • [9] Kamali, R., Sharifi, R., Radmanesh, H., & Fathi, S. (2016). ...
  • [10] X. Hugang, C. Haozhong, L. Haiyu, "Optimal reactive power flow ...
  • [11] Singh, D.; Singh, D.; Verma, K.S., "Multiobjective Optimization for DG ...
  • [12] A. R. Phadke, M. Fozdar, K. R. Niazi, "A new ...
  • [13] L. J. Cai, I. Erlich, G. Stamtsis, Optimal choice and ...
  • [14] M. Saravanan, S. Mary Raja Slochanal, P. Venkatesh, J. Prince ...
  • [15] R. S. Alabri, Ehab F. El-Saadany, Yasser M. Atwa, Optimal ...
  • [16] M. H. Moradi, M. Abedini, A combination of genetic algorithm ...
  • [17] Arulraj, R.; Kumarappan, N.; Vigneysh, T., "Optimal location and sizing ...
  • [18] Niknam, T.; Azizipanah-Abarghooee, R.; Zare, M.; Bahmani-Firouzi, B., "Reserve Constrained ...
  • [19] Bora, T.C.; Coelho, L.D.S.; Lebensztajn, L., "Bat-Inspired Optimization Approach for ...
  • [20] Rashidi, F.; Abiri, E.; Niknam, T.; Salehi, M.R., "On-line parameter ...
  • [21] Nien-Che Yang; Minh-Duy Le, "Multi-objective bat algorithm with time-varying inertia ...
  • [22] Radmanesh H, Radmanesh A. Pilot smart helmet with monitoring and ...
  • [23] Mokhtarpour, A.; Bathaee, M.; Shayanfar, H.A., "Power quality compensation in ...
  • [24] Kayal, P.; Ashish, T.; Chanda, C.K., "Simultaneous placement and sizing ...
  • [25] Juanuwattanakul, M. A. S. Masoum, Increasing distributed generation penetration in ...
  • [26] R. Baghipour, S. M. Hosseini, "Placement of DG and capacitor ...
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