Predictive Maintenance Drives Smarter Fleet Management
Fleet managers are turning to predictive analytics to stay on top of maintenance and mitigate part failures before they happen. However, managing the large amount of new data generated by vehicle sensors is challenging.
IntelIntel designs, manufactures, and sells integrated digital technology platforms worldwide. The company's platforms are used in various computing applications comprising notebooks, desktops, servers, tablets, smartphones, wireless and wired connectivity products, Wearables, transportation systems, and retail devices. It offers microprocessors that processes system data and controls other devices in the system; chipsets, which send data between the microprocessor and input, display, and storage devices, such as keyboard, mouse, monitor, hard drive or solid-state drive, and optical disc drives; system-on-chip products that integrate its central processing units with other system components onto a single chip; and wired network connectivity products.Featured Subsidiaries/ Business Units:- Intel Inside- Intel Data Center Manager (DCM)- Saffron Technology- Wind River
Functional Applications - Fleet Management Systems (FMS)Functional Applications - Remote Monitoring & Control SystemsNetworks & Connectivity - GatewaysSensors - Pressure Sensors
Logistics & Transportation
- USE CASES
Any organization that relies on vehicles in its daily operations understands how critical it is to keep them up and running. Whether it’s a delivery company, a school district, a telecommunications provider, or a municipality, productivity can come
- CONNECTIVITY PROTOCOLS
Predixion Insight* can analyze data either in the cloud or edge devices, reducing the volume of information that needs to be transmitted. Sensors on fleet vehicles collect data about tire pressure, hydraulics, and other parts. The data is sent to Intel®-based IoT gateways on the vehicle, which then process data at the edge for immediate alerts, or send it to the cloud for longer-term analysis. The integrated Wind River Helix* Device Cloud delivers centralized remote management with a cloud-based platform.
- DATA COLLECTED
Inventory Levels, Mileage, Parts Quality, Tire Pressure, Hydraulics
- OPERATIONAL IMPACT
Impact #1 [Cost Reduction - Maintenance]
Fleet managers can reduce the costs associated with maintenance, while gaining control of scheduling and inventory.
Impact #2 [Cost Reduction - Energy]
There are also smaller, but important, losses that can result from deferred maintenance—for example, reduced gas mileage
due to low tire pressure.
Impact #3 [Data Management - Data Analysis]
Data from these sources can be analyzed in real time on the
industrial gateway in the truck to alert drivers of imminent
failures, or pushed via the gateway to the cloud, for analysis
by corporate headquarters and operations.
- QUANTITATIVE BENEFIT
Reducing data transmission costs
It processes and analyzes data in real time to provide immediate predictions as to pending failures.
Reduce downtime and slash maintenance costs
Wind RiverWind River Systems provides software operating systems and development tools for embedded systems. A microprocessor and software comprise embedded systems, which are used in more than 1 billion products that include auto braking systems, Internet traffic routers, jet fighter control panels, mobile phones, set-top boxes, traffic signals, and other consumer electronics.