Difference between revisions of "IS428 2016-17 Term1 Assign3 Yang Chengzhen"

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=Description=
 
=Description=
-Objective-
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This project aims to identify the patterns and problems arose after moving to the new office building for GASTech. This is achieved by using GASTech operational data sets, including:
 
+
* Proximity sensor data for each of the prox zone regions
 
+
* Proximity sensor data from Rosie the mobile robot
 
+
* HVAC sensor readings and status information from each of the building’s HVAC zones
 +
* Hazium readings from four sensors
  
 
=Data Preparation=
 
=Data Preparation=

Revision as of 15:08, 22 October 2016


Description

This project aims to identify the patterns and problems arose after moving to the new office building for GASTech. This is achieved by using GASTech operational data sets, including:

  • Proximity sensor data for each of the prox zone regions
  • Proximity sensor data from Rosie the mobile robot
  • HVAC sensor readings and status information from each of the building’s HVAC zones
  • Hazium readings from four sensors

Data Preparation

  • A building layout for the GAStech offices, including the maps of the prox zones and the HVAC zones
  • A current list of employees, roles, and office assignments
  • A description of the data formats and fields provided
  • Proximity sensor data for each of the prox zone regions
  • Proximity sensor data from Rosie the mobile robot
  • HVAC sensor readings and status information from each of the building’s HVAC zones
  • Hazium readings from four sensors.


Data Visualization and Findings

Patterns of Employees by Prox Card Dta

Notable pattern in Building data

Notable anomalies or unusual events

Observed relationships between the proximity card data and building data elements

Visualization Software

Final Outcome

Conclusion

Comment