Journal of Building Engineering · 2019 · 14 citations · 6 references
Door OpeningsEngineeringFoodservice SystemBusiness AnalyticsOperational SupermarketOperations ResearchData ScienceRefrigerated Display CabinetsManagementData ManagementFacility ManagementQuantitative ManagementPredictive AnalyticsDesignMarketingSupermarket Refrigeration SystemsData-driven Decision-makingFood ServiceData Modeling
This article presents a suite of data sets describing door openings of refrigerated display cabinets collected from an operational supermarket. Our goal is to provide a realistic and well-documented suite that will serve as a basis for consistent evaluation and study. Many applications ranging from modelling and optimising supermarket refrigeration systems to food safety and customer modelling depend on such data sets. We describe the data sets in the suite in detail along with the methodology used to collect them from an operational supermarket in Germany. We quantitatively analyse and characterise a total of 32,498 openings reported in the data sets. The properties that we study are opening speed, frequency, time, duration and opening angle with respect to a given weekday, time and type of refrigerator. We expect the current suite of data sets to attract interest and to become the core of a more extensive collection of data sets with time.
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Hassan Farhangi · IEEE Power and Energy Magazine · 2010 · 2.8K citations
Load forecasting of supermarket refrigeration
Lisa Buth Rasmussen, Peder Bacher, Henrik Madsen et al. · Applied Energy · 2015 · 28 citations
Forecasting Methodology, Engineering, Predictive Analytics +6