FLEETDRIVE
enhanced training and reporting systems are improving safety standards in fleet operations . Advanced digital tools also help manage recalls and maintenance responsibilities more effectively .
A key challenge in fleet maintenance is the shortage of skilled technicians and increasing wait times for repairs . However , digital platforms are streamlining processes and providing better access to maintenance services , helping to address these concerns .
The Rise of EVs and Hybrid Vehicles
As electric vehicles ( EVs ) become more common , they bring new challenges and opportunities for the automotive industry . One major issue is that EVs often rely on proprietary software from their manufacturers for diagnostics and repair . These closed systems can be tough for independent repair shops to access repair and diagnosis data , complicating maintenance efforts .
Building a network of qualified repair and maintenance providers for EVs across the country is another challenge . This network needs to be as robust as the one for traditional internal combustion engine ( ICE ) vehicles . Additionally , managing the recycling , repair , and service of key EV components , like electric motors and traction batteries , is crucial for long-term sustainability .
There ’ s also uncertainty about parts availability and service networks as new OEMs enter the Australian market .
Looking ahead , the shift to EVs requires robust connectivity and infrastructure . Real-time data collection through vehicle IoT , OEM APIs , telematics , and charging infrastructure needs a solid foundation . The growing complexity of different vehicle types means smarter data systems are needed to handle varying data standards .
AI and Machine Learning in Fleet Maintenance
Machine learning and algorithms are becoming more important as the amount of data from
ISSUE 48 AUGUST 2024 / WWW . AFMA . ORG . AU 23