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The growing use of electricity networks requires advanced coordination mechanisms to avoid the tragedy of the commons. In this paper, we explore the effects of optimum time-dependent pricing (TDP) on supplier surplus within electricity markets, using a parameterized optimization model. Varying not only the prices themselves, but also their announcement horizon, we show how the suppliers\u2019 optimal decision depends on risk aversion, forecasting quality, and end-user flexibility. The inclusion of procurement risk in our model shows that TDP can be beneficial for suppliers when they want to actively manage risk, even if expected profits are lower. At the same time, the shifting of end-user demand to low-cost times reduces the overall system cost, and potentially carbon emissions.<\/jats:p>","DOI":"10.1186\/s42162-020-00117-5","type":"journal-article","created":{"date-parts":[[2020,10,28]],"date-time":"2020-10-28T13:03:06Z","timestamp":1603890186000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Time-dependent electricity pricing using variable announcement horizons"],"prefix":"10.1186","volume":"3","author":[{"given":"Philipp Artur","family":"Kienscherf","sequence":"first","affiliation":[]},{"given":"John","family":"Collins","sequence":"additional","affiliation":[]},{"given":"Carlee","family":"Joe-Wong","sequence":"additional","affiliation":[]},{"given":"Wolfgang","family":"Ketter","sequence":"additional","affiliation":[]},{"given":"Soumya","family":"Sen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,10,28]]},"reference":[{"issue":"1","key":"117_CR1","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1016\/j.ijepes.2008.09.003","volume":"31","author":"SK Aggarwal","year":"2009","unstructured":"Aggarwal, SK, Saini LM, Kumar A (2009) Electricity price forecasting in deregulated markets: A review and evaluation. 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