2015 · 27 citations · 10 references
ManagementEnvironmental SciencesDemand ForecastingEnergy ManagementForecastingElectricity Load ManagementEnergy Demand ForecastingEnergy UseForecasting MethodsLoad ForecastingTime Series ForecastingDomestic Energy ConsumptionElectric Load ForecastingElectricity Consumption ForecastingElectricity Price ForecastingEnergy ConsumptionEnergy Use PredictionHousehold Electricity UseResidential Load Forecasting
Over the past decade we have seen an increased awareness about domestic energy consumption and a growing focus on eco-feedback displays. In this paper we explore the concept of providing forecasts in such displays as a supplement to information about past usage. Our prototype, eForecast, extends the display of past electricity usage with forecasts about expected usage, electricity price, availability of wind power, and expected demand drops and peaks. Building on previous eco-feedback display research, our approach specifically enables people to use electricity at more opportune times -- when it is cheap, green, or when there is an abundance of capacity. We evaluated eForecast in real world use in three domestic households for 22 weeks, where we explored potentials and limitations of forecasting for shifting electricity consumption. In this way, families were able to act in a more sustainable way -- without necessarily reducing the amount of electricity consumed.
10
The design of eco-feedback technology
Jon E. Froehlich, Leah Findlater, James A. Landay · 2010 · 779 citations
Architecture, Design, Psychology +8
Designing eco-feedback systems for everyday life
Yolande Strengers · 2011 · 314 citations · Full text
James Pierce, Diane J. Schiano, Eric Paulos · 2010 · 220 citations
Environmental sustainability and interaction
Jennifer Mankoff, Eli Blevis, Alan Borning et al. · 2007 · 216 citations
Social Sciences, Computer Science, Human-computer Interaction +9
James Pierce, Eric Paulos · 2012 · 198 citations
Arts, Design, Energy Systems +15