Cooperative Integration of Product Model and Sensor Data Model for Knowledge Discovery

被引：0

作者：

Yabuki, Nobuyoshi ^{[1
]}

Ashida, Yuta ^{[1
]}

Fukuda, Tomohiro ^{[1
]}

机构：

[1] Osaka Univ, Grad Sch Engn, Div Sustainable Energy & Environm Engn, Suita, Osaka, Japan

来源：

COOPERATIVE DESIGN, VISUALIZATION, AND ENGINEERING (CDVE) | 2012年 / 7467卷

关键词：

data mining; product model; sensor data model; IFC; BEMS;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In order to discover useful knowledge from a large amount of data observed by many sensors which will be installed inside or outside of buildings and houses, first, a product model was developed, based on IFC. Next, a sensor data model was developed, based on NEES Reference Data Model. Then, these data models were integrated. After developing the integrated data model, sensor monitoring was executed at an office of Osaka University, and a product data of the office was made. The monitoring data and the product data were stored in accordance with the integrated data model, and data mining was successfully performed for knowledge discovery.

引用

页码：49 / 52

页数：4