TY - JOUR
T1 - Wireless gateway for intelligent diagnostics
AU - Butler, Richard
AU - Jackman, Brendan
PY - 2005
Y1 - 2005
N2 - As automotive technology becomes more sophisticated the ability to troubleshoot and identify a malfunction becomes a more difficult and complex task, particularly without the assistance of specialised tools. A car manufacturer with the facility to identify and diagnose a malfunction before direct contact from the customer and possibly before the customer becomes aware that a problem exists would have a real competitive advantage in the market place. This paper proposes an architecture that may make this a reality. The architecture enables diagnostic information to be sent to a Case Based Reasoning (CBR) tool at the manufacturers premises when the car enters a hotspot (WI-FI enabled location). The CBR tool subsequently reviews diagnostic information to determine if a malfunction has occurred. If a malfunction is identified the customer is informed of the problem and is prompted to bring the car to a garage. Once the car is in the garage, the CBR tool views the diagnostic information and attempts to find a matching problem and associated solution, called a case. The solution section of the case will be outputted to the motor technician, which should result in a speedier service. The CBR will grow more efficient and effective over time as it collects more cases and calculates the accuracy of the established solutions.
AB - As automotive technology becomes more sophisticated the ability to troubleshoot and identify a malfunction becomes a more difficult and complex task, particularly without the assistance of specialised tools. A car manufacturer with the facility to identify and diagnose a malfunction before direct contact from the customer and possibly before the customer becomes aware that a problem exists would have a real competitive advantage in the market place. This paper proposes an architecture that may make this a reality. The architecture enables diagnostic information to be sent to a Case Based Reasoning (CBR) tool at the manufacturers premises when the car enters a hotspot (WI-FI enabled location). The CBR tool subsequently reviews diagnostic information to determine if a malfunction has occurred. If a malfunction is identified the customer is informed of the problem and is prompted to bring the car to a garage. Once the car is in the garage, the CBR tool views the diagnostic information and attempts to find a matching problem and associated solution, called a case. The solution section of the case will be outputted to the motor technician, which should result in a speedier service. The CBR will grow more efficient and effective over time as it collects more cases and calculates the accuracy of the established solutions.
UR - http://www.scopus.com/inward/record.url?scp=85072462540&partnerID=8YFLogxK
U2 - 10.4271/2005-01-1433
DO - 10.4271/2005-01-1433
M3 - Conference article
AN - SCOPUS:85072462540
JO - SAE Technical Papers
JF - SAE Technical Papers
SN - 0148-7191
Y2 - 11 April 2005 through 14 April 2005
ER -