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ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
84
Artificial Intelligence
Feasibility Study for Smart Predictive Car Maintenance System
based on Artificial Intelligence2 , 1,2
2
E-mail : [email protected], [email protected]
: ; ; ;
Abstract
This project aims to study feasibility for both technology and business aspects of Smart Predictive Car
Maintenance System by using Artificial Intelligence Technology (AI). AI systems will typically demonstrate at
least some of the following behaviors associated with human intelligenc
problem solving. As a r
order to make this system possible.
* E-mail: [email protected]
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
85
Artificial Intelligence
Artificial Intelligence
1. AI
2.
1.
2.
3.
4.
Maintenance)
Repair)
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
86
1. Corrective Maintenance)
2. Preventive Maintenance)
2
a. Periodic Maintenance Time Based Maintenance)
b. ( )
Application (
Artificial Intelligence AI
AI 4
1. Systems that think like humans)
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
87
2. Systems that act like humans)
3. Systems that think rationally)
4. System that act rationally)
On-
On-
California Air Resources Board (ARB)
On-
Software
ECU ABS
Malfunction Indicator Light: MIL)
input output
continuous)
catalytic converter malfunction panel
On- Level
light-duty
1 OBD Diagnostic Trouble Codes
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
88
“The Data Science Behind Predictive Maintenance For Connected Cars” Pivotal
Pivotal VMware
Predictive Maintenance
Predictive Maintenance
Predictive Maintenance
Predictive
Maintenance AI
Predictive Maintenance
“Predicting the Need for Vehicle Compressor Repairs Using Maintenance Records and
Logged Vehicle Data” Applied Intelligent Systems Halmstad
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
89
AI
AI
Predictive Maintenance
Reimer (
Drive Bot
Fitbit
-II (On-
export CSV
3 Drive Bot
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
90
AI
1. (External Analysis)
2. (Industry Analysis)
3. 3
a.
b.
c.
4. (Competitors Analysis)
5. (Customer Analysis)
6. (STP)
7. (4Ps)
AI
AI
159
2
1.
2.
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
91
1
2
AI
AI
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
92
Drive Pal
4
Function
AI
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
93
- . May .
Connected Cars. -data-science-
behind-predictive-maintenance-for-connected-cars
- . Predictive Maintenance in the Automotive Industry.
predictive-maintenance-part-
- -predictive-maintenance-automotive-
- -II Scanner?
-is-obd-ii-scanner-
- . Co
complete-list-of-obd-
codes-generic-obd -obdii—manufacturer
- Stephen Edelstein. April
-you-
need-to-know-about-obd-
- Service ’
- -organized Intelligent
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
94
-
eedings of the
-
bmitted to Engineering
ICMSIT 2018: 5th International Conference on Management Science, Innovation, and Technology 2018
Faculty of Management Science, Suan Sunandha Rajabhat University (http://www.icmsit.ssru.ac.th)
95
FEASIBILITY STUDY OF APPROPRIATE DROWSINESS
DETECTION SYSTEM FOR COMMERCIAL PURPOSE 3
Base Case)
IRR)
WACC)
Abstract
One of the road accident cause is drowsiness while driving. The proposed drowsiness detector system
developed and expected to reduce the road accident from drowsiness. Focusing on truck transportation
providers -risk groups for drowsiness.
drowsiness detection and in-depth interview of 8 major inland transportation providers were analyzed and use
to design this drowsiness detector system. The results showed that 87 percent of major inland transportation
providers are interested in this system and want to apply the system in their transport operation
3 1
Email: [email protected]
2 . .Email: [email protected]
