Stochastic Programming for Residential Energy Management with Electric Vehicle under Photovoltaic Power Generation Uncertainty
作者： Thanet Chitsuphaphan , Xinan Yang , Hongsheng Dai
DOI: 10.1109/PMAPS47429.2020.9183393
关键词:
摘要: Battery has been used as a tool to smooth the latency of electricity supply and demand since its created. Electric vehicle (EV), which becomes more popular in recent years, can be seen consumer with own storage/battery. This article explores potential connecting EV battery standard home their optimal usage for energy storage small household system photovoltaic (PV) power supplies. A two-stage stochastic programming model is developed day-ahead PV generation forecasting via spatial exponential smoothing, optimise level batteries throughout day so match self-supply consumption maximum extend save cost. Real data are tests according UK survey database, inform size under different
sci-hub.st 参考文章(10)
Marc Beaudin, Hamidreza Zareipour, Home energy management systems: A review of modelling and complexity Renewable & Sustainable Energy Reviews. ,vol. 45, pp. 318- 335 ,(2015) , 10.1007/978-3-319-26950-4_35
Rasmus Luthander, Joakim Widén, Daniel Nilsson, Jenny Palm, Photovoltaic self-consumption in buildings : A review Applied Energy. ,vol. 142, pp. 80- 94 ,(2015) , 10.1016/J.APENERGY.2014.12.028
Yuehui Huang, Jing Lu, Chun Liu, Xiaoyan Xu, Weisheng Wang, Xiaoxin Zhou, Comparative study of power forecasting methods for PV stations ieee international conference on power system technology. pp. 1- 6 ,(2010) , 10.1109/POWERCON.2010.5666688
Sylvain Quoilin, Konstantinos Kavvadias, Arnaud Mercier, Irene Pappone, Andreas Zucker, Quantifying self-consumption linked to solar home battery systems: Statistical analysis and economic assessment Applied Energy. ,vol. 182, pp. 58- 67 ,(2016) , 10.1016/J.APENERGY.2016.08.077
Xiaohua Wu, Xiaosong Hu, Scott Moura, Xiaofeng Yin, Volker Pickert, Stochastic control of smart home energy management with plug-in electric vehicle battery energy storage and photovoltaic array Journal of Power Sources. ,vol. 333, pp. 203- 212 ,(2016) , 10.1016/J.JPOWSOUR.2016.09.157
Xiaohua Wu, Xiaosong Hu, Yanqiong Teng, Shide Qian, Rui Cheng, Optimal integration of a hybrid solar-battery power source into smart home nanogrid with plug-in electric vehicle Journal of Power Sources. ,vol. 363, pp. 277- 283 ,(2017) , 10.1016/J.JPOWSOUR.2017.07.086
Utpal Kumar Das, Kok Soon Tey, Mehdi Seyedmahmoudian, Saad Mekhilef, Moh Yamani Idna Idris, Willem Van Deventer, Bend Horan, Alex Stojcevski, Forecasting of photovoltaic power generation and model optimization: A review Renewable & Sustainable Energy Reviews. ,vol. 81, pp. 912- 928 ,(2018) , 10.1016/J.RSER.2017.08.017
Wouter L Schram, Ioannis Lampropoulos, Wilfried GJHM van Sark, None, Photovoltaic systems coupled with batteries that are optimally sized for household self-consumption : Assessment of peak shaving potential Applied Energy. ,vol. 223, pp. 69- 81 ,(2018) , 10.1016/J.APENERGY.2018.04.023
Wessam El-Baz, Peter Tzscheutschler, Ulrich Wagner, Day-ahead probabilistic PV generation forecast for buildings energy management systems Solar Energy. ,vol. 171, pp. 478- 490 ,(2018) , 10.1016/J.SOLENER.2018.06.100
G.B.M.A. Litjens, B.B. Kausika, E. Worrell, W.G.J.H.M. van Sark, A spatio-temporal city-scale assessment of residential photovoltaic power integration scenarios Solar Energy. ,vol. 174, pp. 1185- 1197 ,(2018) , 10.1016/J.SOLENER.2018.09.055