Multi-objective dynamic economic dispatch using Fruit Fly Optimization method

Journal title

Archives of Electrical Engineering




vol. 70


No 2


Arsyad, Haripuddin : Electrical Engineering Department, Hasanuddin University, Gowa, Indonesia ; Arsyad, Haripuddin : Electrical Engineering Department, Makassar State University, Makassar, Indonesia ; Suyuti, Ansar : Electrical Engineering Department, Hasanuddin University, Gowa, Indonesia ; Said, Sri Mawar : Electrical Engineering Department, Hasanuddin University, Gowa, Indonesia ; Akil, Yusri Syam : Electrical Engineering Department, Hasanuddin University, Gowa, Indonesia



dynamic economic dispatch ; Fruit Fly Optimization method ; multi-objective

Divisions of PAS

Nauki Techniczne




Polish Academy of Sciences


[1] Mei J., Zhao J., An Enhanced Quantum-Behaved Particle SwarmOptimization for Security Constrained Economic Dispatch, Proc. Int. Symp. Distrib. Comput. Appl. Bus. Eng. Sci., no. 1, pp. 221–224 (2018).
[2] Ieng S., Akil Y.S., Gunadin I.C., Hydrothermal Economic Dispatch Using Hybrid Big Bang-Big Crunch (HBB-BC) Algorithm, Journal of Phys. Conf. Ser., vol. 1198, no. 5, pp. 7–13 (2019).
[3] Jiang X., Zhou J.,Wang H., Zhang Y., Dynamic Environmental Economic Dispatch Using Multiobjective Differential Evolution Algorithm with Expanded Double Selection and Adaptive Random Restart, Electr. Power Energy Syst., vol. 49, no. 1, pp. 399–407 (2013).
[4] Saravanan R., Subramanian S., Dharmalingam V., Ganesan S., Economic Dispatch with Integrated Wind-Thermal Using Particle Swarm Optimization, Int. Journal of Adv. Res. Innov., vol. 5, no. 1, pp. 100–103 (2017).
[5] Tyagi N., Dubey H.M., Pandit M., Economic Load Dispatch of Wind-Solar-Thermal System Using Backtracking Search Algorithm, Int. Journal of Eng. Sci. Technol., vol. 8, no. 4, pp. 16–217 (2016).
[6] Zakaria Z., Rahman T.K.A., Hassan E.E., Economic Load Dispatch via an Improved Bacterial Foraging Optimization, Int. Power Eng. Optim. Conf., pp. 380–385 (2014).
[7] Farook S., Manjusha M., Optimization of Multi-Objective Dynamic Economic Dispatch Problem Using Knee Point Driven Evolutionary Algorithm, Int. Electr. Eng. Journal, vol. 7, no. 10, pp. 2396–2402 (2017).
[8] Gamayanti N., Alkaff A., Karim A., Optimization of Dynamic Economic Dispatch Using Artificial Bee Colony Algorithms, Java J. Electr. Electron. Eng., vol. 13, no. 1, pp. 23–28 (2015).
[9] Nema P., Gajbhiye S., Application of Artificial Intelligence Technique to Economic Load Dispatch of Thermal Power Generation Unit, Int. Journal of Energy Power Eng., vol. 3, no. 5, pp. 15–20 (2014).
[10] Elsakaan A.A., El-sehiemy R.A., Kaddah S.S., Elsaid M.I., An Enhanced Moth-Flame Optimizer for Solving Nonsmooth Economic Dispatch Problems with Emissions, Energy, pp. 1–24 (2018).
[11] Singh H.P., BrarY.S.,Kothari D.P., Reactive Power Based Fair Calculation Approach for Multiobjective Load Dispatch Problem, Arch. Electr. Eng., vol. 68, no. 4, pp. 719–735 (2019).
[12] Nwulu N., Emission Constrained Bid Based Dynamic Economic Dispatch Using Quadratic Programming, Int. Conf. Energy, Commun. Data Anal. Soft Comput. ICECDS, pp. 213–216 (2018).
[13] Sadoudi S., Boudour M., Kouba N.E.Y., Gravitational Search Algorithm for Solving Equal Combined Dynamic Economic-Emission Dispatch Problems in Presence of Renewable Energy Sources, Proc. Int. Conf. Appl. Smart Syst. ICASS, no. November, pp. 1–5 (2019).
[14] Chen G., Li C., Dong Z., Parallel and Distributed Computation for Dynamical Economic Dispatch, IEEE Trans. Smart Grid, vol. 8, no. 2, pp. 1026–1027 (2017).
[15] Kaushal R.K., Thakur T., Multiobjective Electrical Power Dispatch of Thermal Units with Convex and Non-Convex Fuel Cost Functions for 24 Hours Load Demands, Int. Journal of Eng. Adv. Technol., vol. 9, no. 3, pp. 1534–1542 (2020).
[16] Zheng X., Wang L., Wang S., An Enhanced Non-Dominated Sorting Based Fruit Fly Optimization Algorithm for Solving Environmental Economic Dispatch Problem, Proceeding Congr. Evol. Comput., pp. 626–633 (2014).
[17] Liang J., Zhang H., Wang K., Jia R., Economic Dispatch of Power System Based on Improved Fruit Fly Optimization Algorithm, Proceeding Int. Conf. Ind. Electron. Appl., pp. 1360–1366 (2019).
[18] Geruna H.A. et al., Fruit Fly Optimization (FFO) for Solving Economic Dispatch Problem in Power System, Proceeding Int. Conf. Syst. Eng. Technol., pp. 2–3 (2017).
[19] Guang C., Xiaolong X., Mengzhou Z., Optimal Sitting and Parameter Selection for Fault Current Limiters Considering Optimal Economic Dispatch of Generators, IEEE Conf. Ind. Electron. Appl., pp. 2084–2088 (2018).
[20] El-Ela A.A.A., El-Sehiemy R.A., Rizk-Allah R.M., Fatah D.A., Solving Multiobjective Economical Power Dispatch Problem Using MO-FOA, Proceeding Int. Middle East Power Syst. Conf., no. 1, pp. 19–24 (2018).
[21] Bharathkumar S., ArulVineeth A.D., Ashokkumar K.,Vijayanand Kadirvel, Multi Objective Economic Load Dispatch Using Hybrid Fuzzy, Bacterial Foraging-Nelder Mead Algorithm, Int. Journal of Electr. Eng. Technol., vol. 4, no. 3, pp. 43–52 (2013).
[22] Vahid Sarfi, Hanif Livani, Logan Yliniemi, A New Multi Objective Economic Emission Dispatch in Microgrids, IEEE (2017).
[23] Dash S.K., Mohanty S., Multi-Objective Economic Emission Load Dispatch with Nonlinear Fuel Cost and Noninferior Emission Level Functions for IEEE-118 Bus System, 2nd Int. Conf. Electron. Commun. Syst. ICECS 2015, pp. 1371–1376 (2015).
[24] PanW.T., ANew Fruit Fly Optimization Algorithm: Taking the Financial Distress Model as an Example, Knowledge-Based Syst., vol. 26, pp. 69–74 (2012).
[25] Soliman S.A.-H., Mantawy A.-A.H., Modern Optimization Techniques with Applications in Electric Power Systems, Springer (2010).
[26] Haripuddin Arsyad, Suyuti Ansar, Sri Mawar Said, Yusri Syam Akil, Dynamic Economic Dispatch for 150 kV Sulselbar Power Generation Systems Using Artificial Bee Colony Algorithm, Proc. Int. Conf. Inf. Commun. Technol., pp. 817–822 (2019).
[27] Rasyid R.A., Optimization of 150 kV Sulselbar Power Generation System with Integration SidrapWind Power Plant, Hasanuddin University (2018).






DOI: 10.24425/aee.2021.136989