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Research Articles

An Online Prime Dual Approach for Energy Cost Management in Standalone Microgrid with Optimized PMU

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Pages 1486-1505 | Received 24 Feb 2023, Accepted 02 Apr 2023, Published online: 12 May 2023

References

  • R. K. Sharma and S. Mishra, “Dynamic power management and control of a PV PEM fuel-cell-based standalone AC/DC microgrid using hybrid energy storage,” IEEE Trans. Ind. Appl., vol. 54, no. 1, pp. 526–538, Sept. 2018. DOI: 10.1109/TIA.2017.2756032.
  • P. Sreekumar and V. Khadkikar, “Adaptive power management strategy for effective volt–ampere utilization of a photovoltaic generation unit in standalone microgrids,” IEEE Trans. Ind. Appl., vol. 54, no. 2, pp. 1784–1792, Dec. 2018. DOI: 10.1109/TIA.2017.2781643.
  • E. A. Al-Ammar et al., “Residential community load management based on optimal design of standalone HRES with model predictive control,” IEEE Access, vol. 8, pp. 12542–12572, Jan. 2020. DOI: 10.1109/ACCESS.2020.2965250.
  • H. U. R. Habib et al., “Optimal planning and EMS design of PV based standalone rural microgrids,” IEEE Access, vol. 9, pp. 32908–32930, Feb. 2021. DOI: 10.1109/ACCESS.2021.3060031.
  • F. S. Tidjani, A. Hamadi, A. Chandra, P. Pillay, and A. Ndtoungou, “Optimization of standalone microgrid considering active damping technique and smart power management using fuzzy logic supervisor,” IEEE Trans. Smart Grid, vol. 8, no. 1, pp. 475–484, Sept. 2017. DOI: 10.1109/TSG.2016.2610971.
  • P. Sanjeev, N. P. Padhy, and P. Agarwal, “Autonomous power control and management between standalone DC microgrids,” IEEE Trans. Ind. Inf., vol. 14, no. 7, pp. 2941–2950, Nov. 2018. DOI: 10.1109/TII.2017.2773507.
  • S. Augustine, M. K. Mishra, and N. Lakshminarasamma, “A unified control scheme for a standalone solar-PV low voltage DC microgrid system with HESS,” IEEE J. Emerg. Sel. Top. Power Electron., vol. 8, no. 2, pp. 1351–1360, May 2020. DOI: 10.1109/JESTPE.2019.2916421.
  • F. Dubuisson et al., “Control of hybrid wind–diesel standalone microgrid for water treatment system application,” IEEE Trans. Ind. Appl., vol. 55, no. 6, pp. 6499–6507, Aug. 2019. DOI: 10.1109/TIA.2019.2938727.
  • P. S. Kumar, R. P. S. Chandrasena, V. Ramu, G. N. Srinivas, and K. Babu, “Energy management system for small scale hybrid wind solar battery based microgrid,” IEEE Access, vol. 8, pp. 8336–8345, Jan. 2020. DOI: 10.1109/ACCESS.2020.2964052.
  • A. Parida, S. Choudhury, and D. Chatterjee, “Microgrid based hybrid energy co-operative for grid-isolated remote rural village power supply for east coast zone of India,” IEEE Trans. Sustain. Energy, vol. 9, no. 3, pp. 1375–1383, Dec. 2018. DOI: 10.1109/TSTE.2017.2782007.
  • S. Rehman et al., “Optimal design and model predictive control of standalone HRES: A real case study for residential demand side management,” IEEE Access, vol. 8, pp. 29767–29814, Feb. 2020. DOI: 10.1109/ACCESS.2020.2972302.
  • M. A. Khan, A. Haque, and V. B. Kurukuru, “Power flow management with Q-learning for a grid integrated photovoltaic and energy storage system,” IEEE J. Emerg. Sel. Top. Power Electron., vol. 10, no. 5, pp. 5762–5772, 2022. DOI: 10.1109/JESTPE.2022.3165173.
  • P. J. Chauhan, B. D. Reddy, S. Bhandari, and S. K. Panda, “Battery energy storage for seamless transitions of wind generator in standalone microgrid,” IEEE Trans. Ind. Appl., vol. 55, no. 1, pp. 69–77, Aug. 2019. DOI: 10.1109/TIA.2018.2863662.
  • X. Song, Y. Zhao, J. Zhou, and Z. Weng, “Reliability varying characteristics of PV-ESS-based standalone microgrid,” IEEE Access, vol. 7, pp. 120872–120883, Aug. 2019. DOI: 10.1109/ACCESS.2019.2937623.
  • S. Kewat, B. Singh, and I. Hussain, “Power management in PV‐battery‐hydro based standalone microgrid,” IET Renew. Power Gener., vol. 12, no. 4, pp. 391–398, Dec. 2018. DOI: 10.1049/iet-rpg.2017.0566.
  • X. Sun et al., “Frequency‐based power management for photovoltaic/battery/fuel cell‐electrolyser stand‐alone microgrid,” IET Power Electron., vol. 9, no. 13, pp. 2602–2610, Oct. 2016. DOI: 10.1049/iet-pel.2015.0663.
  • A. Mohanty, M. Viswavandya, and S. Mohanty, “An optimised FOPID controller for dynamic voltage stability and reactive power management in a stand-alone micro grid,” Int. J. Electr. Power Energy Syst., vol. 78, pp. 524–536, Jun. 2016. DOI: 10.1016/j.ijepes.2015.12.008.
  • K. Venkatraman et al., “Online condition monitoring and power management system for standalone micro‐grid using FPGAs,” IET Gener. Transm. Distrib., vol. 10, no. 15, pp. 3875–3884, Jul. 2016. DOI: 10.1049/iet-gtd.2016.0445.
  • S. Sinha and P. Bajpai, “Power management of hybrid energy storage system in a standalone DC microgrid,” J. Energy Storage, vol. 30, pp. 101523, Aug. 2020. DOI: 10.1016/j.est.2020.101523.
  • F. Dubuisson, M. Rezkallah, H. Ibrahim, and A. Chandra, “Real-time implementation of the predictive-based control with bacterial foraging optimization technique for power management in standalone microgrid application,” Energies, vol. 14, no. 6, pp. 1723, Mar. 2021. DOI: 10.3390/en14061723.
  • S. Batiyah, R. Sharma, S. Abdelwahed, and N. Zohrabi, “An MPC-based power management of standalone DC microgrid with energy storage,” Int. J. Electr. Power Energy Syst., vol. 120, pp. 105949, Sept. 2020. DOI: 10.1016/j.ijepes.2020.105949.
  • F. Nejabatkhah and Y. W. Li, “Overview of power management strategies of hybrid AC/DC microgrid,” IEEE Trans. Power Electron., vol. 30, no. 12, pp. 7072–7089, Dec. 2015. DOI: 10.1109/TPEL.2014.2384999.
  • R. Rodrigues Yuri, M. Abdelaziz, and L. Wang, “D-PMU based secondary frequency control for islanded microgrids,” IEEE Trans. Smart Grid, vol. 11, no. 1, pp. 857–872, May 2020. DOI: 10.1109/TSG.2019.2919123.
  • M. Gheisarnejad, M. H. Khooban, and T. Dragičevié, “The future 5G network-based secondary load frequency control in shipboard microgrids,” IEEE J. Emerg. Sel. Top. Power Electron., vol. 8, no. 1, pp. 836–844, Feb. 2020. DOI: 10.1109/JESTPE.2019.2898854.
  • S. H. Lee, D. Choi, and J. W. Park, “Inertia-free stand-alone microgrid—Part I: Analysis on synchronized GPS time-based control and operation,” IEEE Trans. Ind. Appl., vol. 54, no. 5, pp. 4048–4059, May 2018. DOI: 10.1109/TIA.2018.2840089.
  • Y. R. Rodrigues, M. M. A. Abdelaziz, and L. Wang, “Resilience-oriented D-PMU based frequency controller for islanded microgrids with flexible resources support,” IEEE Trans. Power Deliv., vol. 36, no. 4, pp. 2320–2331, Dec. 2021. DOI: 10.1109/TPWRD.2020.3047653.
  • Y. R. Rodrigues, M. M. A. Abdelaziz, and L. Wang, “D-PMU based distributed voltage and frequency control for DERs in islanded microgrids,” IEEE Trans. Sustain. Energy, vol. 12, no. 1, pp. 451–468, Jun. 2020. DOI: 10.1109/TSTE.2020.3006039.
  • I. Ali, M. Huzaifa, O. Ullah, M. A. Aftab, and M. Z. Anis, “Real time microgrid state estimation using phasor measurement unit,” presented at the 2019 Int. Conf. on Power Electron. Control and Automation (ICPECA), Australia, pp. 1, Jan. 2020. DOI: 10.1109/ICPECA47973.2019.8975460.
  • M. Hamzeh, H. Karimi, and H. Mokhtari, “A new control strategy for a multi-bus MV microgrid under unbalanced conditions,” IEEE Trans. Power Syst., vol. 27, no. 4, pp. 2225–2232, May 2012. DOI: 10.1109/TPWRS.2012.2193906.
  • N. K. Sharma and S. R. Samantaray, “PMU assisted integrated impedance angle-based microgrid protection scheme,” IEEE Trans. Power Deliv., vol. 35, no. 1, pp. 183–193, Jul. 2020. DOI: 10.1109/TPWRD.2019.2925887.
  • S. Sivaranjani, E. Agarwal, V. Gupta, P. Antsaklis, and L. Xie, “Distributed mixed voltage angle and frequency droop control of microgrid interconnections with loss of distribution-PMU measurements,” IEEE Open J. Power Energy, vol. 8, pp. 45–56, Dec. 2021. DOI: 10.1109/OAJPE.2020.3047639.
  • C. Lin, W. Wu, and Y. Guo, “Decentralized robust state estimation of active distribution grids incorporating microgrids based on PMU measurements,” IEEE Trans. Smart Grid, vol. 11, no. 1, pp. 810–820, Aug. 2020. DOI: 10.1109/TSG.2019.2937162.
  • M. Chakir, I. Kamwa, and H. Le Huy, “Extended C37. 118.1 PMU algorithms for joint tracking of fundamental and harmonic phasors in stressed power systems and microgrids,” IEEE Trans. Power Deliv., vol. 29, no. 3, pp. 1465–1480, May 2014. DOI: 10.1109/TPWRD.2014.2318024.
  • T. Routtenberg, R. Concepcion, and L. Tong, “PMU-based detection of voltage imbalances with tolerance constraints,” IEEE Trans. Power Deliv., vol. 32, no. 1, pp. 484–494, Jul. 17. DOI: 10.1109/TPWRD.2016.2591727.
  • N. K. Sharma and S. R. Samantaray, “Assessment of PMU‐based wide‐area angle criterion for fault detection in microgrid,” IET Gener. Transm. Distrib., vol. 13, no. 19, pp. 4301–4310, Oct. 2019. DOI: 10.1049/iet-gtd.2019.0027.
  • S. Kumar, N. Das, and S. Islam, “Performance monitoring of a PMU in a microgrid environment based on IEC 61850-90-5,” presented at the 2016 Australasian Universities Power Engineering Conference (AUPEC), Brisbane, Australia, November 2016. DOI: 10.1109/AUPEC.2016.7749356.
  • S. Teimourzadeh, F. Aminifar, and M. Shahidehpour, “Contingency-constrained optimal placement of micro-PMUs and smart meters in microgrids,” IEEE Trans. Smart Grid, vol. 10, no. 2, pp. 1889–1897, Dec. 2019. DOI: 10.1109/TSG.2017.2780078.
  • M. H. Cintuglu, A. T. Elsayed, and O. A. Mohammed, “Microgrid automation assisted by synchrophasors,” presented at the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conf. (ISGT), Jun. 2015. DOI: 10.1109/ISGT.2015.7131857.
  • O. Antoine, P. Janssen, Q. Jossen, and J. C. Maun, “A laboratory microgrid for studying grid operations with PMUs,” presented at the 2013 IEEE Power & Energy Society General Meeting, Nov. 2013. DOI: 10.1109/PESMG.2013.6672891.
  • N. Gurung et al., “Use of PMU-based software platform to provide real-time situational awareness for Bronzeville community microgrid,” presented at the 2020 IEEE/PES Transmission and Distribution Conf. and Exposition (T&D), Jan. 2021. DOI: 10.1109/TD39804.2020.9299898.
  • S. Sivaranjani, E. Agarwal, L. Xie, V. Gupta, and P. Antsaklis, “Mixed voltage angle and frequency droop control for transient stability of interconnected microgrids with loss of pmu measurements,” presented at the 2020 American Control Conference (ACC), America, pp. 2382–2387, Jul. 2020. DOI: 10.23919/ACC45564.2020.9147594.
  • S. Ghosh, C. K. Chanda, and J. K. Das, “Voltage profile management and power loss minimization in a real-valued conventional grid-connected microgrid system with the help of optimally placed PMUs,” J. Inst. Eng. India Ser. B, vol. 103, no. 3, pp. 971–983, Jun. 2022. DOI: 10.1007/s40031-021-00692-5.
  • S. Skok, K. Frlan, and K. Ugarkovic, “Detection and protection of distributed generation from island operation by using PMUs,” Energy Proc., vol. 141, pp. 438–442, Dec. 2017. DOI: 10.1016/j.egypro.2017.11.057.
  • Y. Liu, L. Wu, and J. Li, “D-PMU based applications for emerging active distribution systems: A review,” Electr. Power Syst. Res., vol. 179, pp. 106063, Feb. 2020. DOI: 10.1016/j.epsr.2019.106063.
  • K. Al-Maitah and A. Al-Odienat, “Wide area protection scheme for active distribution network μPMU,”presented at the 2020 IEEE PES/IAS Power Africa, Oct. 2020. DOI: 10.1109/PowerAfrica49420.2020.9219834.
  • A. Kavousi-Fard, S. Nikkhah, M. Pourbehzadi, M. Dabbaghjamanesh, and A. Farughian, “IoT-based data-driven fault allocation in microgrids using advanced µPMUs,” Ad Hoc Networks, vol. 119, no. 2, pp. 102520, May 2021. DOI: 10.1016/j.adhoc.2021.102520.
  • K. Gao et al., “A review of optimization of microgrid operation,” Energies, vol. 14, no. 10, pp. 2842, May 2021. DOI: 10.3390/en14102842.
  • M. Kiehbadroudinezhad, A. Merabet, A. G. Abo-Khalil, T. Salameh, and C. Ghenai, “Intelligent and optimized microgrids for future supply power from renewable energy resources: A review,” Energies, vol. 15, no. 9, pp. 3359, May 2022. DOI: 10.3390/en15093359.
  • S. A. Arefifar and Y. Mohamed, “DG mix, reactive sources and energy storage units for optimizing microgrid reliability and supply security,” IEEE Trans. Smart Grid, vol. 5, no. 4, pp. 1835–1844, May 2014. DOI: 10.1109/TSG.2014.2307919.
  • M. W. Khan and J. Wang, “The research on multi-agent system for microgrid control and optimization,” Renew. Sustain. Energy Rev., vol. 80, pp. 1399–1411, Dec. 2017. DOI: 10.1016/j.rser.2017.05.279.
  • E. Münsing, J. Mather, and S. Moura, “Blockchains for decentralized optimization of energy resources in microgrid networks,” presented at the 2017 IEEE Conf. on Control Technol. Appl. (CCTA), pp. 2164–2171, Oct. 2017. DOI: 10.1109/CCTA.2017.8062773.
  • S. Leonori, M. Paschero, A. Rizzi, and F. M. F. Mascioli, “An optimized microgrid energy management system based on FIS-MO-GA paradigm,” presented at the 2017 IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE), Aug. 2017. DOI: 10.1109/FUZZ-IEEE.2017.8015438.
  • Z. Zhu et al., “A new beetle antennae search algorithm for multi-objective energy management in microgrid,” presented at the 2018 13th IEEE Conf. on Ind. Electron. and Appl. (ICIEA), pp. 1599–1603, Jun. 2018. DOI: 10.1109/ICIEA.2018.8397965.
  • A. G. Tsikalakis and N. D. Hatziargyriou, “Centralized control for optimizing microgrids operation,” IEEE Trans. Energy Convers., vol. 23, no. 1, pp. 241–248, Feb. 2008. DOI: 10.1109/TEC.2007.914686.
  • J. Radosavljević, M. Jevtić, and D. Klimenta, “Energy and operation management of a microgrid using particle swarm optimization,” Eng. Optim., vol. 48, no. 5, pp. 811–830, Jun. 2016. DOI: 10.1080/0305215X.2015.1057135.
  • A. Parisio and L. Glielmo, “Energy efficient microgrid management using model predictive control,” presented at the 2011 50th IEEE Conf. on Decision and Control and European Control Conf., pp. 5449–5454, Mar. 2012. DOI: 10.1109/CDC.2011.6161246.
  • M. Elsied, A. Oukaour, H. Gualous, and R. Hassan, “Energy management and optimization in microgrid system based on green energy,” Energy, vol. 84, pp. 139–151, May 2015. DOI: 10.1016/j.energy.2015.02.108.
  • T. Wang, D. O’Neill, and H. Kamath, “Dynamic control and optimization of distributed energy resources in a microgrid,” IEEE Trans. Smart Grid, vol. 6, no. 6, pp. 2884–2894, Jun. 2015. DOI: 10.1109/TSG.2015.2430286.
  • S. Leonori, M. Paschero, F. M. F. Mascioli, and A. Rizzi, “Optimization strategies for microgrid energy management systems by genetic algorithms,” Appl. Soft Comput., vol. 86, pp. 105903, Jan. 2020. DOI: 10.1016/j.asoc.2019.105903.
  • X. Guan, Z. Xu, and Q. S. Jia, “Energy-efficient buildings facilitated by microgrid,” IEEE Trans. Smart Grid, vol. 1, no. 3, pp. 243–252, Nov. 2010. DOI: 10.1109/TSG.2010.2083705.
  • F. Tooryan, H. HassanzadehFard, E. R. Collins, S. Jin, and B. Ramezani, “Optimization and energy management of distributed energy resources for a hybrid residential microgrid,” J. Energy Storage, vol. 30, pp. 101556, Aug. 2020. DOI: 10.1016/j.est.2020.101556.
  • M. H. Moradi, M. Eskandari, and S. M. Hosseinian, “Operational strategy optimization in an optimal sized smart microgrid,” IEEE Trans. Smart Grid, vol. 6, no. 3, pp. 1087–1095, Sept. 2015. DOI: 10.1109/TSG.2014.2349795.
  • H. Liang and W. Zhuang, “Stochastic modeling and optimization in a microgrid: A survey,” Energies, vol. 7, no. 4, pp. 2027–2050, Apr. 2014. DOI: 10.3390/en7042027.
  • K. Rahbar, J. Xu, and R. Zhang, “Real-time energy storage management for renewable integration in microgrid: An off-line optimization approach,” IEEE Trans. Smart Grid, vol. 6, no. 1, pp. 124–134, Sept. 2015. DOI: 10.1109/TSG.2014.2359004.
  • P. Tian, X. Xiao, K. Wang, and R. Ding, “A hierarchical energy management system based on hierarchical optimization for microgrid community economic operation,” IEEE Trans. Smart Grid, vol. 7, no. 5, pp. 2230–2241, Sept. 2016. DOI: 10.1109/TSG.2015.2470551.
  • Y. Xiang, J. Liu, and Y. Liu, “Robust energy management of microgrid with uncertain renewable generation and load,” IEEE Trans. Smart Grid, vol. 7, no. 2, pp. 1–1, Jan. 2015. DOI: 10.1109/TSG.2014.2385801.
  • A. A. Khan, M. Naeem, M. Iqbal, S. Qaisar, and A. Anpalagan, “A compendium of optimization objectives, constraints, tools and algorithms for energy management in microgrids,” Renew. Sustain. Energy Rev., vol. 58, pp. 1664–1683, May 2016. DOI: 10.1016/j.rser.2015.12.259.
  • M. Zhang and J. Chen, “The energy management and optimized operation of electric vehicles based on microgrid,” IEEE Trans. Power Deliv., vol. 29, no. 3, pp. 1427–1435, May 2014. DOI: 10.1109/TPWRD.2014.2303492.
  • M. R. B. Khan, R. Jidin, and J. Pasupuleti, “Multi-agent based distributed control architecture for microgrid energy management and optimization,” Energy Convers. Manage., vol. 112, pp. 288–307, Mar. 2016. DOI: 10.1016/j.enconman.2016.01.011.
  • Q. Jiang, M. Xue, and G. Geng, “Energy management of microgrid in grid-connected and stand-alone modes,” IEEE Trans. Power Syst., vol. 28, no. 3, pp. 3380–3389, Mar. 2013. DOI: 10.1109/TPWRS.2013.2244104.
  • V. Lešić, A. Martinčević, and M. Vašak, “Modular energy cost optimization for buildings with integrated microgrid,” Appl. Energy, vol. 197, pp. 14–28, Jul. 2017. DOI: 10.1016/j.apenergy.2017.03.087.

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