Energy Management Modeling for Microgrid System in a Smart Build

  • FX Nugroho Soelami Institut Teknologi Bandung
  • Edi Leksono Institut Teknologi Bandung
  • Irsyad Nashirul Haq Institut Teknologi Bandung https://orcid.org/0000-0002-2241-5755
  • Justin Pradipta Institut Teknologi Bandung https://orcid.org/0000-0001-6419-3823
  • Putu Handre Kertha Utama Institut Teknologi Bandung
  • Aretha Fieradiella Pahrevi Institut Teknologi Bandung
  • Faizatuzzahrah Rahmaniah Institut Teknologi Bandung
  • Meditya Wasesa Institut Teknologi Bandung
Keywords: Microgrid,, Bangunan Cerdas, Self Consumption, Self Sufficiency, Manajemen Energi

Abstract

From the electricity system point of view, smart buildings can be seen as an integration of a microgrid electricity network that connects solar PV, storage system, and building load distribution. The operation condition of the microgrid needs to be evaluated and optimized to obtain efficient and reliable performance. This contribution presents an energy management modeling for the microgrid optimization process in a smart building system. The energy sources connected to the microgrid are solar PV, battery storage system, and the PLN (utility) grid. Combinations of load scenarios are evaluated, which consists of building a lighting system, water pump, dan HVAC system. The optimization goal is to find the optimal estimation of Self Consumption (SC) and Self Sufficiency (SS) values. A simulation result before the optimization shows that the system is operating with SC of 63.2% and SS of 96.32%. After the optimization, the values become SC = 84.68% and SS = 83.27%. Therefore, the amount of energy sourced from the Solar PV system is increased and the microgrid is working more optimally.

References

P. Lazzeroni, S. Olivero, F. Stirano, M. Repetto, C. Micono, P. Montaldo, dan G. Zanzottera, “PV and Building Energy Efficiency Measures Impact on the Grid in a Middle East Case Study,” AEIT 2016 - Int. Annu. Conf. Sustain. Dev. Mediterr. Area, Energy ICT Networks Futur., 2016, pp. 1–6.

L. Shi dan M.Y.L. Chew, “A Review on Sustainable Design of Renewable Energy Systems,” Renew. Sustain. Energy Rev., Vol. 16, No. 1, hal. 192–207, 2012.

A. Ghaffarianhoseini, N.D. Dahlan, U. Berardi, A. Ghaffarianhoseini, N. Makaremi, dan M. Ghaffarianhoseini, “Sustainable Energy Performances of Green Buildings: A Review of Current Theories, Implementations, and Challenges,” Renew. Sustain. Energy Rev., Vol. 25, pp. 1–17, 2013.

S. Deng, Y.J. Dai, R.Z. Wang, dan X.Q. Zhai, “Case Study of Green Energy System Design for a Multi-Function Building in Campus,” Sustain. Cities Soc., Vol. 1, No. 3, hal. 152–163, 2011.

F. Wurtz dan B. Delinchant, “‘Smart Buildings’ Integrated in ‘Smart Grids’: A Key Challenge for the Energy Transition by Using Physical Models and Optimization with a ‘Human-in-the-Loop’ Approach,” Comptes Rendus Phys., V. 18, No. 7–8, hal. 428–444, 2017.

X. Tan, Q. Li, dan H. Wang, “Advances and Trends of Energy Storage Technology in Microgrid,” Int. J. Electr. Power Energy Syst., Vol. 44, No. 1, hal. 179–191, 2013.

I.N. Haq, “Pengembangan Model Arsitektur Sistem Manajemen Baterai Cerdas untuk Pemantauan dan Peningkatan Kondisi Operasi Penyimpan Energi,” Disertasi Program Doktor Teknik Fisika, Institut Teknologi Bandung, Bandung, Indonesia, Juli 2019.

K. Friansa, I.N. Haq, B.M. Santi, D. Kurniadi, E. Leksono, dan B. Yuliarto, “Development of Battery Monitoring System in Smart Microgrid Based on Internet of Things (IoT),” Procedia Eng., Vol. 170, hal. 482–487, 2017.

R. Luthander, J. Widén, D. Nilsson, dan J. Palm, “Photovoltaic Self-Consumption in Buildings: A Review,” Appl. Energy, Vol. 142, hal. 80–94, 2015.

G. Masson, J.I. Briano, dan M.J. Baez, “Review and Analysis of Self-consumption Policies,” International Energy Agency, Report IEA-PVPS T1-282016, 2016.

C.J. Sarasa-Maestro, R. Dufo-López, dan J.L. Bernal-Agustín, “Analysis of Photovoltaic Self-Consumption Systems,” Energies, Vol. 9, No. 9, hal. 1-18, 2016.

D. Zhang, N. Shah, dan L.G. Papageorgiou, “Efficient Energy Consumption and Operation Management in a Smart Building with Microgrid,” Energy Convers. Manag., Vol. 74, hal. 209–222, Okt. 2013.

L. Barelli, G. Bidini, dan F. Bonucci, “A Micro-Grid Operation Analysis for Cost-Effective Battery Energy Storage and RES Plants Integration,” Energy, Vol. 113, hal. 831–844, 2016.

J. Shen, C. Jiang, dan B. Li, “Controllable Load Management Approaches in Smart Grids,” Energies, Vol. 8, No. 10, hal. 11187–11202, 2015.

"Sunny Island 4.4M / 6.0H / 8.0H for On-Grid and Off-Grid Applications Datasheet,” SMA Solar Technology, Germany, 2020.

F. Edison, I.N. Haq, E. Leksono, N. Tapran, D. Kurniadi, dan B. Yuliarto, “State of Energy (SOE) Estimation of LiNiCoAlO2 Battery Module Considering Cells Unbalance and Energy Efficiency,” Proceeding - 4th Int. Conf. Electr. Veh. Technol. ICEVT 2017, 2017, hal. 100–106.

W.-Y. Chang, “The State of Charge Estimating Methods for Battery: A Review,” ISRN Appl. Math., Vol. 2013, hal. 1-7, 2013.

I.N. Haq, R.H. Saputra, F. Edison, D. Kurniadi, E. Leksono, dan B. Yuliarto, “State of Charge (SoC) Estimation of LiFePO4 Battery Module Using Support Vector Regression,” Proc. - Jt. Int. Conf. Electr. Veh. Technol. Ind. Mech. Electr. Chem. Eng. ICEVT 2015 IMECE 2015, 2015, hal. 16–21.

C. Cecati, J. Kolbusz, P. Rózycki, P. Siano, dan B.M. Wilamowski, “A Novel RBF Training Algorithm for Short-Term Electric Load Forecasting and Comparative Studies,” IEEE Trans. Ind. Electron., Vol. 62, No. 10, hal. 6519–6529, 2015.

Published
2020-12-10
How to Cite
Nugroho Soelami, F., Leksono, E., Nashirul Haq, I., Pradipta, J., Handre Kertha Utama, P., Fieradiella Pahrevi, A., Rahmaniah, F., & Wasesa, M. (2020). Energy Management Modeling for Microgrid System in a Smart Build. Jurnal Nasional Teknik Elektro Dan Teknologi Informasi, 9(4), 414-422. https://doi.org/10.22146/jnteti.v9i4.488
Section
Articles