South Carolina DOT Data Insight

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SOUTH CAROLINA DOT EQUIPMENT INSIGHT SYSTEM Zhonghao Liu, University of South Carolina Jianjun Hu, Ph.D. , University of South Carolina John White, Director of Supply & Equipment, South Carolina DOT SCDOT INSIGHT

Transcript of South Carolina DOT Data Insight

PowerPoint Presentation

South Carolina DOT Equipment Insight System

Zhonghao Liu, University of South Carolina

Jianjun Hu, Ph.D. , University of South Carolina

John White, Director of Supply & Equipment, South Carolina DOT

SCDOT INSIGHT

SCDOT INSIGHT

outline

Part I : Insight Into SCDOT Data

Part II: Future Work

SCDOT INSIGHT

Insight Into SCDOT Data

Part I

SCDOT INSIGHT

What we have?

SCDOT INSIGHT

What we want?

SCDOT INSIGHT

I dont know

Data the unseen gold mine

SCDOT INSIGHT

Smaug is here

What we did

SCDOT INSIGHT

SCDOT Equipment Insight System (EIS)

Equipment Insight System (EIS)

SCDOT INSIGHT

Features

Big data business insights

Visualization data to trend/insights/knowledge

Data mining uncover expected or unexpected patterns

Predictive analytics generate actionable decisions to optimize business process (reduce cost or improve productivity)

E.g. how to balance the work loading levels across repair shops

How to assign repair tasks to most proficient shops

SCDOT INSIGHT

System Display

SCDOT INSIGHT

equipment detail analysis

SCDOT INSIGHT

SCDOT INSIGHT

Equipment detail

Service tasks

Usage vs maintenance

Maintenance analysis

SCDOT INSIGHT

SCDOT INSIGHT

SCDOT INSIGHT

SCDOT INSIGHT

SCDOT INSIGHT

OUTLIER DETECTION

SCDOT INSIGHT

SCDOT INSIGHT

SCDOT INSIGHT

SCDOT INSIGHT

SCDOT INSIGHT

future WORK

SCDOT INSIGHT

Future work

Maintenance task scheduling optimization

Repair shop efficiency prediction

Prediction of equipment to retire

Our next move: cloud-based Equipment Management software as a service

Transport Equipment Management

Work to your own schedule

Maintain a clear eye on all DOT assets

Cloud computing

Keep in control, anywhere

Success example:

http://www.medixir.com/ for medical equipment management

MySQL DatabaseService TicketsEquipmentsRepair crewsDjango based Web ServerWeb BrowserJavascriptHTMLCSSMachine learning and Statistical analysis

MySQL DatabaseService TicketsEquipmentsRepair crewsDjango based Web ServerWeb BrowserQueryJavascriptHTMLCSSMachine learning and Statistical analysis


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