Discovering unexpected information using a building energy visualization tool
نویسندگان
چکیده
In this paper we present a 3D visualization tool developed to gain insight about buildings energy consumption. We will focus on the usage of this software to extract information from a raw dataset, and more especially how unexpected features can be discovered. In this paper, we will present some related work on data visualization, our visualization tool and finally, two case studies of data analysis using visualization. This work is developed for the RIDER project (Research for IT Drive efficiencies), composed by several French companies. The goal of this project is to develop a new platform to manage buildings energy. Smart buildings are already managed by BMS (Building Management System) devices. These IT (Information Technology) equipments are used to analyze data from sensors, and then apply some action on the building. These systems are only reactive devices and they are used only to improve immediately buildings environment. Missing features of the actual BMS have been identified and components developed by this project try to solve these gaps. RIDER green box is a more complex BMS, it is composed by a set of predictive components developed to analyze and improve building usage. An example of improvement can be to increase temperature of a meeting room before the arrival of room's users. RIDER is composed by a data mining tool to dig into the large dataset provided by sensors, a model component developed to create building model with a reduced set of parameters, a decisional component develop to improve rules of building management based on user behavior, a visualization component and finally some external components like weather station or calendars. The visualization engine allows to visualize dataset in an understandable way. We use a particle paradigm for
منابع مشابه
Effective energy consumption parameters in residential buildings using Building Information Modeling
Building information modeling can help in predicting the energy efficiency in future based on dynamic patterns obtained by visualization of data. The aim of this study was to investigate the effective parameters of energy consumption using BIM technology which can evaluate the buildings energy performance. First, three forms of general states in the building were modeled to evaluate the propose...
متن کاملInformation Visualization using Machine Learning
Data visualization is an important tool for discovering patterns in the data. Finding interesting visualizations can be however a difficult task if there are many possible ways to visualize the data. In this paper we present the VizRank method that can estimate visualization interestingness. The method can be applied on a number of visualization techniques and can automatically identify the mos...
متن کاملTeaching Sustainable Design Using BIM and Project-Based Energy Simulations
The cross-disciplinary nature of energy-efficient building design has created many challenges for architecture, engineering and construction instructors. One of the technical challenges in teaching sustainable building design is enabling students to quantitatively understand how different building designs affect a building’s energy performance. Concept based instructional methods fall short in ...
متن کاملGeobrowsing: creative thinking and knowledge discovery using geographic visualization
Correspondence: Donna J. Peuquet, Department of Geography, 302 Walker Building, The Pennsylvania State University, University Park, Pennsylvania 16802, U.S.A. Tel: 814863-0390; Fax: 814-863-7943; E-mail: [email protected] Abstract In the modern computing context, the map is no longer just a final product. Maps are now being used in a fundamentally different way – as a self-directed tool for deriv...
متن کاملDiscovering the unexpected.
Visualization has been the cornerstone of scientific progress throughout history. Much of modern physics is a result of the superior abstract visualization abilities of a few brilliant men. New-ton visualized the effect of gravitational force fields in three dimensional space acting on the center of mass. And Einstein visualized the geometric effects of objects in relative and uniform accelerat...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2013