Publications

VAP: A Visual Analysis Tool for Energy Consumption Spatio-temporal Pattern Discovery

Sep 6, 2022 | Flexsus publications, Scientific Articles

Authors: Xiufeng Liu, Zhibin Niu, Yanyan Yang, Junqi Wu, Dawei Cheng, Xin Wang.
Publication date: 2020

With urbanization and the rapid growth of energy demand, understanding the spatial and temporal dynamics of urban energy use is crucial for identifying energy-saving potentials.

In this article, we demonstrate a visual analysis tool, VAP, that allows users to explore the dynamics of urban energy use at different spatial and temporal scales. In contrast to traditional statistical and machine learning methods, the visual analysis-based tool focuses on analytical thinking, user interactions, and answering business questions by examining different visual analysis views.