Effect of Demand Side Management on the Operation of PV-Integrated Distribution Systems
Source abstract
Abstract
In this new era of high electrical energy dependency, electrical energy must be abundant and reliable, thus smart grids are conducted to deliver load demands. Hence, smart grids are implemented alongside distributed generation of renewable energies to increase the reliability and controllability of the grid, but, with the very volatile nature of the Distributed Generation (DG), Demand Side Management (DSM) helps monitor and control the load shape of the consumed power. The interaction of DSM with the grid provides a wide range of mutual benefits to the user, the utility and the market. DSM methodologies such as Conservation Voltage Reduction (CVR) and Direct Load Control (DLC) collaborate in the reduction of plant generation and reciprocally to the comprehensive cost. The aim of this paper is to investigate the effects caused by the implementation of DSM on the operation of PV-integrated distribution systems. The algorithms of CVR, DLC and the combination of CVR and DLC were implemented using OpenDSS and MATLAB. The effectiveness of the aforementioned schemes was verified on IEEE 30-Bus test system. Various possible integration scenarios between Photovoltaic (PV) and DSM schemes are illustrated. The optimal integration of such schemes constraining the reduction of energy consumed by the user and utility is presented. The results show that the implemented DSM algorithms provide a noticeable reduction in energy losses and reduction in consumed energy.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Smart Grid Energy Management · Microgrid Control and Optimization · Optimal Power Flow Distribution
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Electrical and Computer Engineering, Birzeit University, Birzeit PO Box 14, Palestine
Dipartimento di Ingegneria, Università di Palermo, 90128 Palermo, Italy
References (54)
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1. Sa’ed, J.A., Favuzza, S., Massaro, F., Musca, R., Zizzo, G., Cagnano, A., and De Tuglie, E. (2019, January 11–14). Effects of Demand Side Management on the Operation of an Isolated LV Microgrids. Proceedings of the IEEE/EEEIC 2019, Genova, Italy.10.1109/EEEIC.2019.8783548 ↗
2. Sa’ed, J.A., Amer, M., Bodair, A., Baransi, A., Favuzza, S., and Zizzo, G. (2018, January 12–15). Effect of integrating photovoltaic systems on electrical network losses considering load variation. Proceedings of the IEEE/EEEIC 2018, Palermo, Italy.10.1109/EEEIC.2018.8494433 ↗
3. Sa’ed, J.A., Awad, A., Favuzza, S., Massaro, F., and Zizzo, G. (2018, January 10–12). A Framework to Determine Maximum Capacity of Interconnecting DGs in Distribution Networks. Proceedings of the IEEE/CPE-POWERENG 2018, Doha, Qatar.10.1109/CPE.2018.8372588 ↗
4. Sa’ed, J.A., Jubran, M.K., Favuzza, S., Ippolito, M.G., and Massaro, F. (2016, January 7–10). Reassessment of voltage stability for distribution networks in presence of DG. Proceedings of the IEEE/EEEIC 2016, Florence, Italy.10.1109/EEEIC.2016.7555686 ↗
5. Motan, N., Abu-Khaizaran, M., and Quraan, M. (2018, January 12–15). Photovoltaic Array Modelling and Boost-Converter Controller-Design for a 6kW Grid Connected Photovoltaic System—DC Stage. Proceedings of the IEEE/EEEIC 2018, Palermo, Italy.10.1109/EEEIC.2018.8494003 ↗
6. Sa’ed, J.A., Favuzza, S., Ippolito, M.G., and Massaro, F. (2014, January 13–16). Integration Issues of Distributed Generators Considering Faults in Electrical Distribution Networks. Proceedings of the IEEE/Energy Conference 2014, Cavtat, Croatia.10.1109/ENERGYCON.2014.6850556 ↗
7. Sa’ed, J.A., Favuzza, S., Ippolito, M.G., and Massaro, F. (2013, January 11–13). An Investigation of Protection Devices Coordination Effects on Distributed Generators Capacity in Radial Distribution Systems. Proceedings of the IEEE/ICCEP 2013, Alghero, Italy.10.1109/ICCEP.2013.6586928 ↗
8. Distribution Automation Strategies Challenges and Opportunities in a Changing Landscape10.1109/TSG.2014.2368382 ↗
9. Real-time pricing for aggregates energy resources in the Italian energy market10.1016/j.energy.2015.04.105 ↗
10. A review of demand-side management: Reconsidering theoretical framework10.1016/j.rser.2017.05.207 ↗
11. Sarker, E., Halder, P., Seyedmahmoudian, M., Jamei, E., Horan, B., Mekhilef, S., and Stojcevski, A. (2020). Progress on the demand side management in smart grid and optimization approaches. Int. J. Energy Res., 1–29.10.1002/er.5631 ↗
12. A systematic review of supply and demand side optimal load scheduling in a smart grid environment10.1016/j.jclepro.2018.08.301 ↗
13. Silva, B.N., Khan, M., and Han, K. (2020). Futuristic Sustainable Energy Management in Smart Environments: A Review of Peak Load Shaving and Demand Response Strategies, Challenges, and Opportunities. Sustainability, 12.10.3390/su12145561 ↗
14. Jabir, H.J., Teh, J., Ishak, D., and Abunima, H. (2018). Impacts of Demand-Side Management on Electrical Power Systems: A Review. Energies, 11.10.3390/en11051050 ↗
15. Demand Side Management in Smart Grid Using Heuristic Optimization10.1109/TSG.2012.2195686 ↗
16. Parallel Load Schedule Optimization with Renewable Distributed Generators in Smart Grids10.1109/TSG.2013.2264728 ↗
17. Demand side management of photovoltaic-battery hybrid system10.1016/j.apenergy.2015.03.109 ↗
18. Palma-Behnke, R., Benavides, C., Aranda, E., Llanos, J., and Sáez, D. (2011, January 11–15). Energy management system for a renewable based microgrid with a demand side management mechanism. Proceedings of the IEEE Symposium on Computational Intelligence Applications in Smart Grid 2011, Paris, France.10.1109/CIASG.2011.5953338 ↗
19. Fan, W., Liu, N., and Zhang, J. (2016). An Event-Triggered Online Energy Management Algorithm of Smart Home: Lyapunov Optimization Approach. Energies, 9.10.3390/en9050381 ↗
20. Including smart loads for optimal demand response in integrated energy management systems for isolated microgrids10.1109/TSG.2015.2506152 ↗
21. Distributed Demand Side Management with Energy Storage in Smart Grid10.1109/TPDS.2014.2372781 ↗
22. Techno-economic optimization of hybrid photovoltaic/wind generation together with energy storage system in a stand-alone micro-grid subjected to demand response10.1016/j.apenergy.2017.05.116 ↗
23. Autonomous Demand-Side Management Based on Game-Theoretic Energy Consumption Scheduling for the Future Smart Grid10.1109/TSG.2010.2089069 ↗
24. Genetic Algorithm Based Demand Side Management for Smart Grid10.1007/s11277-017-3959-z ↗
25. Demand side management using artificial neural networks in a smart grid environment10.1016/j.rser.2014.08.035 ↗
26. A New Scheme for Demand Side Management in Future Smart Grid Networks10.1016/j.procs.2014.05.450 ↗
27. Demand-side management in smart grid operation considering electric vehicles load shifting and vehicle-to-grid support10.1016/j.ijepes.2014.07.065 ↗
28. Advanced Demand Side Management for the Future Smart Grid Using Mechanism Design10.1109/TSG.2012.2203341 ↗
29. Zhu, Z., Tang, J., Lambotharan, S., Chin, W.H., and Fan, Z. (2012, January 16–20). An Integer Linear Programming Based Optimization for Home Demand-side Management in Smart Grid. Proceedings of the IEEE PES conference on Innovative Smart Grid Technologies, Washington, DC, USA.10.1109/GLOCOMW.2011.6162372 ↗
30. Mohsenian-Rad, A., Wong, V.W.S., Jatskevich, J., and Schober, R. (2010, January 19–21). Optimal and autonomous incentive-based energy consumption scheduling algorithm for smart grid. Proceedings of the IEEE PES conference on Innovative Smart Grid Technologies, Gothenburg, Sweden.10.1109/ISGT.2010.5434752 ↗
31. Demand side load management in the distribution system with photovoltaic generation
32. Demand Side Management potentials for mitigating energy poverty in South Africa10.1016/j.enpol.2017.09.039 ↗
33. Bhattarai, B.P., Bak-Jensen, B., Mahat, P., Pillai, J.R., and Maier, M. (2013, January 8–11). Hierarchical control architecture for demand response in smart grids. Proceedings of the 2013 IEEE PES APPEEC, Kowloon, China.10.1109/APPEEC.2013.6837221 ↗
34. Beal, J., Berliner, J., and Hunter, K. (2012, January 10–14). Fast precise distributed control for energy demand management. Proceedings of the sixth IEEE international conference on self-adaptive and self-organizing systems, Lyon, France.10.1109/SASO.2012.12 ↗
35. Schneider, K.P., Fuller, J.C., Tuffner, F.K., and Singh, R. (2010). Evaluation of Conservation Voltage Reduction (CVR) on a National Level, Tech. Report.10.2172/990131 ↗
36. Lefebvre, S., Gaba, G., Ba, A.O., Asber, D., Ricard, A., Perreault, C., and Chartrand, D. (2008, January 20–24). Measuring the efficiency of voltage reduction at Hydro-Qubec distribution. Proceedings of the 2008 IEEE Power and Energy Society General Meeting—Conversion and Delivery of Electrical Energy in the 21st Century, Pittsburgh, PA, USA.10.1109/PES.2008.4596511 ↗
37. Energy and Economic Impacts of the Application of CVR in Heavily Meshed Secondary Distribution Networks10.1109/TPWRD.2014.2304501 ↗
38. Wilson, T.L. (2010, January 25–29). Measurement and verifications of distribution voltage optimization results for the IEEE Power & Energy Society. Proceedings of the IEEE PES General Meeting, Providence, RI, USA.10.1109/PES.2010.5589762 ↗
39. Analysis of Voltage Profile Problems Due to the Penetration of Distributed Generation in Low-Voltage Secondary Distribution Networks10.1109/TPWRD.2012.2209684 ↗
40. Bag, B., and Thakur, T. (2016, January 14–16). A Utility Initiative based Method for Demand Side Management and Loss Reduction in a Radial Distribution Network Containing Voltage Regulated Loads. Proceedings of the 2016 ICEPES, Bhopal, India.10.1109/ICEPES.2016.7915905 ↗
41. Field-Validated Load Model for the Analysis of CVR in Distribution Secondary Networks: Energy Conservation10.1109/TPWRD.2013.2271095 ↗
42. Kreith, F., and Goswami, D.Y. (2008). Demand-Side Management. Energy Management and Conservation Handbook, CRC Press.10.1201/9781420044300 ↗
43. Gellings, C.W. (2009). The Smart Grid: Enabling Energy Efficiency and Demand Response, The Fairmont Press.
44. Hu, Z., Han, X., and Wen, Q. (2013). Integrated Resource Strategic Planning and Power Demand-Side Management, Springer.10.1007/978-3-642-37084-7 ↗
45. Demand Response and Distribution Grid Operations: Opportunities and Challenges10.1109/TSG.2010.2050156 ↗
46. Demand Side Management: Demand Response, Intelligent Energy Systems, and Smart Loads10.1109/TII.2011.2158841 ↗
47. A user-mode distributed energy management architecture for smart grid applications10.1016/j.energy.2012.06.051 ↗
48. Demand response in smart electricity grids equipped with renewable energy sources: A review10.1016/j.rser.2012.09.019 ↗
49. ANSI C84 (2011). Electric Power Systems and Equipment Voltage Ratings, NEMA.
50. EN 50160 (2010). Voltage Characteristics of Electricity Supplied by Public Electricity Networks, CENELEC.
51. IEEE Std 1250-2018 (2018). IEEE Guide for Identifying and Improving Voltage Quality in Power Systems, IEEE.
52. Christie, R. (2020, August 10). Power Systems Test Case Archive. Available online: http://labs.ece.uw.edu/pstca/.
53. Experimental Determination of the ZIP Coefficients for Modern Residential, Commercial, and Industrial Loads10.1109/TPWRD.2013.2285096 ↗
54. Sa’Ed, J.A., Amer, M., Bodair, A., Baransi, A., Favuzza, S., and Zizzo, G. (2019). A Simplified Analytical Approach for Optimal Planning of Distributed Generation in Electrical Distribution Networks. Appl. Sci., 9.10.3390/app9245446 ↗