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Found 2 essays matching the above criteria.

1. 1. Applying Human-scale Understanding to Sensor-based Data : Generating Passive Feedback to Understand Urban Space Use

   University essay from Uppsala universitet/Byggteknik och byggd miljö

   Author : Adam Eriksson; Hugo Uppling; [2021]
   Keywords : movement data modelling; urban space use; forecasting; time series; space syntax; Prophet; citizen passive feedback;

   Abstract : The aim of this thesis is to investigate how parametrization of large-scale person movement data can contribute to describing the use of urban space. Given anonymous coordinate and timestamp data from a sensor observing an open-air mall, movement-based parameters are selected according to public life studies, behavioral mapping, and space syntax tools. READ MORE

3. 2. Single and multiple step forecasting of solar power production: applying and evaluating potential models

   University essay from Uppsala universitet/Institutionen för teknikvetenskaper

   Author : Hugo Uppling; Adam Eriksson; [2019]
   Keywords : Forecasting; Gaussian process; ARIMA; ARIMAX; Solar power production;

   Abstract : The aim of this thesis is to apply and evaluate potential forecasting models for solar power production, based on data from a photovoltaic facility in Sala, Sweden. The thesis evaluates single step forecasting models as well as multiple step forecasting models, where the three compared models for single step forecasting are persistence, autoregressive integrated moving average (ARIMA) and ARIMAX. READ MORE