journal article·2023-05-12Open access

Research on Optimal Voltage Control of Distribution Network with the Participation of EVs and PVs

Yu Zhou, Fan Gao, Zhen Zhang, Shuangshuang Zhao, Xiao Xu, Haoge Meng, Hui Gao

Applied Sciences· Volume 13· Issue 10

Abstract

With the accelerating penetration of photovoltaics (PVs) and electric vehicles (EVs), distribution networks face the risks of voltage violations and fluctuations. On the one hand, conventional voltage regulation resources like OLTC transformers and capacitor banks feature slow response and limited lifetime duration, making them incapable of quickly responding to the temporary voltage issues created by PVs and EVs. On the other hand, EVs and PVs interact with the power grid via fully controllable power electronic converters capable of real-time adjusting their operating settings, making them ideal voltage support resources. To exploit the voltage support capability of PVs and EVs, this paper proposes a two-stage control scheme for the voltage regulation of distribution networks, consisting of the day-ahead and intraday control stages. The day-ahead control mitigates potential voltage violations via day-ahead scheduling of the operation settings for OLTC transformers and capacitor banks. The intraday control further alleviates voltage deviations and voltage fluctuations based on the reactive power support of PV systems and the rational EV charging/discharging scheduling. A rolling optimization-based control technique is proposed in the intraday control stage to achieve real-time control of EVs and PVs with the stochastic nature of EV charging behaviors inherently considered. The proposed two-stage voltage regulation scheme is validated via case studies performed on the IEEE 123-node test feeder integrated with PVs and EVs.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Electric Vehicles and Infrastructure · Microgrid Control and Optimization · Smart Grid Energy Management

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

State Grid Jiangsu Marketing Service Center, Nanjing 210023, China

Department of Electrical Engineering, College of Automation, Nanjing University of Posts and Telecommunications, Nanjing 210023, China

Funding

Science and Technology Project of State Grid Jiangsu Electric Power Company, Ltd.

References (44)

Show source-provided references
1. International Energy Agency (2021). Global EV Outlook 2021, International Energy Agency. Available online: https://iea.blob.core.windows.net/assets/ed5f4484-f556-4110-8c5c-4ede8bcba637/GlobalEVOutlook2021.pdf.
2. International Energy Agency (2022). Solar PV Power Capacity in the Net Zero Scenario, 2010–2030, International Energy Agency. Available online: https://www.iea.org/data-and-statistics/charts/solar-pv-power-capacity-in-the-net-zero-scenario-2010-2030.
3. Kisacikoglu, M.C., Ozpineci, B., and Tolbert, L.M. (June, January 30). Reactive power operation analysis of a single-phase EV/PHEV bidirectional battery charger. Proceedings of the 8th International Conference on Power Electronics (ECCE), Jeju, Republic of Korea.
4. Voltage Regulation with Electric Taxi Based on Dynamic Game Strategy10.1109/TVT.2022.3141954 ↗
5. Wu, C.Y. (2018). Optimal Dispatching Strategy for Distributed Electric Vehicles Participating in Grid Voltage Regulation, University of Electronic Science and Technology.
6. Svenda, G., Krstic, I., Jajcanin, M., and Kanjuh, S. (2022, January 2–3). Voltage improvement in distribution networks with high penetration of electric Vehicles and renewable energy sources. Proceedings of the CIRED Porto Workshop 2022: E-Mobility and Power Distribution Systems, Hybrid Conference, Porto, Portugal.10.1049/icp.2022.0728 ↗
7. A controllable bidirectional battery charger for electric vehicles with vehicle-to-grid capability10.1109/TVT.2017.2774189 ↗
8. Vittorias, I., Metzger, M., Kunz, D., Gerlich, M., and Bachmaier, G. (2014, January 15–18). A bidirectional battery charger for electric vehicles with V2G and V2H capability and active and reactive power control. Proceedings of the IEEE Transportation Electrification Conference and Expo (ITEC), Dearborn, MI, USA.10.1109/ITEC.2014.6861855 ↗
9. EV/PHEV bidirectional charger assessment for V2G reactive power operation10.1109/TPEL.2013.2251007 ↗
10. El-Bayeh, C.Z., Alzaareer, K., Brahmi, B., and Zellagui, M. (2020). A novel algorithm for controlling active and reactive power flows of electric vehicles in buildings and its impact on the distribution network. World Electr. Veh. J., 11.10.3390/wevj11020043 ↗
11. A multi-agent based integrated volt-var optimization engine for fast vehicle-to-grid reactive power dispatch and electric vehicle coordination10.1016/j.apenergy.2018.07.092 ↗
12. Integration of plug-in electric vehicles into microgrids as energy and reactive power providers in market environment10.1109/TII.2016.2569438 ↗
13. Three-stage robust inverter-based voltage/var control for distribution networks with high-level PV10.1109/TSG.2017.2752234 ↗
14. Inverter-based voltage control of distribution networks: A three-level coordinated method and power hardware-in-the-loop validation10.1109/TSTE.2019.2957010 ↗
15. Optimal Dispatch of Photovoltaic Inverters in Residential Distribution Systems10.1109/TSTE.2013.2292828 ↗
16. Scalable Optimization Methods for Distribution Networks with High PV Integration10.1109/TSG.2016.2543264 ↗
17. Distribution Voltage Regulation Through Active Power Curtailment with PV Inverters and Solar Generation Forecasts10.1109/TSTE.2016.2577559 ↗
18. Xia, P. (2020). A Wide-Area Source-Load Coordinated Optimal Dispatching Method for High Proportional New Energy Access to the Grid, North China Electric Power University (Beijing).
19. Deep Reinforcement Scheduling of Energy Storage Systems for Real-Time Voltage Regulation in Unbalanced LV Networks with High PV Penetration10.1109/TSTE.2021.3092961 ↗
20. Muti-Timescale Coordinated Voltage/Var Control of High Renewable-Penetrated Distribution Systems10.1109/TPWRS.2017.2669343 ↗
21. Adaptive robust optimal reactive power dispatch in unbalanced distribution networks with high penetration of distributed generation10.1049/iet-gtd.2017.0674 ↗
22. Ayyagari, K.S., Gonzalez, R., Jin, Y.F., Alamaniotis, M., Ahmed, S., and Gatsis, N. (October, January 29). Artificial Neural Network-Based Adaptive Voltage Regulation in Distribution Systems using Data-Driven Stochastic Optimization. Proceedings of the 2019 IEEE Energy Conversion Congress and Exposition (ECCE), Baltimore, MA, USA.10.1109/ECCE.2019.8912702 ↗
23. Enhanced Transmission and Distribution Network Coordination to Host More Electric Vehicles and PV10.1109/JSYST.2021.3092785 ↗
24. MPC-Based Decentralized Voltage Control in Power Distribution Systems with EV and PV Coordination10.1109/TSG.2022.3156115 ↗
25. Tao, J.S., Huang, D.B., Li, D.L., Yang, X., and Ling, C. (June, January 31). Pricing strategy and charging management for PV-assisted electric vehicle charging station. Proceedings of the 2018 13th IEEE Conference on Industrial Electronics and Applications (ICIEA), Wuhan, China.10.1109/ICIEA.2018.8397782 ↗
26. Yuan, Z.Y., Yu, L., Xu, Q., Zou, C.H., Qv, K., Xu, S.K., and Yin, S. (2020, January 28–31). Optimization of orderly charge and discharge scheduling of electric vehicles and photovoltaic in industrial Par. Proceedings of the 2020 Asia Energy and Electrical Engineering Symposium (AEEES), Chengdu, China.
27. Dynamic Price Vector Formation Model-Based Automatic Demand Response Strategy for PV-Assisted EV Charging Stations10.1109/TSG.2017.2693121 ↗
28. Shen, J.M., Wang, L.L., and Zhang, J.L. (2021, January 14–17). Distributed Charging Control of Electric Vehicles in PV-based Charging Stations. Proceedings of the 2021 IEEE Applied Power Electronics Conference and Exposition (APEC), Phoenix, AZ, USA.10.1109/APEC42165.2021.9487054 ↗
29. Comparison of point-of-load versus midfeeder compensation in LV distribution networks with high penetration of solar photovoltaic generation and electric vehicle charging stations10.1049/iet-stg.2018.0193 ↗
30. Møller. Improvement of Local Voltage in Feeders with Photovoltaic Using Electric Vehicles10.1109/TPWRS.2013.2248959 ↗
31. Local reactive power control methods for overvoltage prevention of distributed solar inverters in low-voltage grids10.1109/JPHOTOV.2011.2174821 ↗
32. Fast local voltage control under limited reactive power: Optimality and stability analysis10.1109/TPWRS.2015.2504419 ↗
33. Enhanced utilization of voltage control resources with distributed generation10.1109/TPWRS.2009.2037635 ↗
34. Network partition based zonal voltage control for distribution networks with distributed PV systems10.1109/TSG.2017.2648779 ↗
35. Distributed voltage control in active distribution network considering renewable energy: A novel network partitioning method10.1109/TPWRS.2020.3000984 ↗
36. Bi-level volt-VAR optimization to coordinate smart inverters with voltage control devices10.1109/TPWRS.2018.2890613 ↗
37. Taylor, M.J., and Alexander, A. (2009, January 26–30). Evaluation of the impact of plug-in electric vehicle loading on distribution system operations. Proceedings of the IEEE Power & Energy Society General Meeting, Calgary, AB, Canada.10.1109/PES.2009.5275317 ↗
38. Vyas, A., and Santini, D. (2023, March 27). Use of National Surveys for Estimating ‘Full’ PHEV Potential for Oil Use Reduction [EB/OL], Available online: http://www.transportation.anl.gov/pdfs/HV/525.pdf.
39. Eaton (2023, April 01). Voltage Regulators vs. Load Tap Changers. Available online: https://www.eaton.com/content/dam/eaton/products/medium-voltage-power-distribution-control-systems/voltage-regulators/voltage-regulators-vs-load-tap-changers-information-td225012en.pdf.
40. ETAP (2023, April 01). Optimal Capacitor Placement Costs Benefits Due to Loss Reductions. Available online: https://etap.com/docs/default-source/white-papers/optimal-capacitor-placement-benefits.pdf?sfvrsn=9b37b27f_4.
41. Electricity North West (2023, March 27). Low Voltage Network Solutions Closedown Report. Available online: https://www.enwl.co.uk/go-net-zero/innovation/smaller-projects/low-carbon-networks-fund/low-voltage-network-solutions/low-voltage-network-solutions-closedown-report/.
42. IEEE (2023, February 10). PES Distribution Systems Analysis Subcommittee Radial Test Feeders. Available online: https://cmte.ieee.org/pestestfeeders/resources/.
43. Xu, X., Gunda, J., Dowling, R., and Djokic, S. (October, January 29). A Two-stage Approach for Renewable Hosting Capacity Assessment. Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), Bucharest, Romania.10.1109/ISGTEurope.2019.8905598 ↗
44. Two-layer operation optimization of concentrated solar power with thermal energy storage system and soft open point10.1016/j.ijepes.2022.108788 ↗