TY - Conference paper AU - Baran Yildiz AU - Jose I. Bilbao AU - Alistair B. Sproul AU - et al. PY - 2017 T1 - A method for classifying households to help forecasting their Photovoltaic electricity self-consumption patterns PB - Asia-Pacific Solar Research Conference, 5-7 December 2017, Melbourne, Australia DO - https://doi.org/APO-236966 UR - https://apo.org.au/node/236966 AB - Smart meter data can be used for various purposes within smart grids, including residential energy applications, such as Home Energy Management Systems (HEMS) and Battery Energy Management Systems (BEMS). Considering the low feed-in tariffs for rooftop photovoltaic (PV) and increasing customer electricity prices, maximizing PV self-consumption becomes a key objective for these energy management systems. ER -