Introduction – With the advent of technologies, there are several devices or electronics that are taking a good place in the lives of people. Imagine a time, where a car is telling what it needs whether air, engine or any other addition or replacement in the parts and body of the vehicle. Keeping this in mind, researchers have developed a system that helps in the measuring of automotive vibrations and sounds by communicating various service requirements and other diagnostic information to the drivers by using smartphones or other communicating devices.
Composition– This technology is in the form of smartphone application with various combinations of diagnostic systems that can also improve the cots and the mileage up to certain points. They are very sensitive and can detect relevant signals without any need of special connection. There can be improvement in the level of accuracy that diagnoses the mounting of a phone to the dashboard holder. It results in the increase in the diagnostic systems up to 90 percent. Also, a test has been made that helps to detect and identify various positive phase and incorrect problems.
Warning – It results in an idea which says that the diagnostic information helps in creating warning for the driver based on upcoming issues that also requires routine maintenance before the breakdowns of certain conditions. There is an engine sound that can reveal these signs, the pattern of air clogging and the time to change it. As these filters releases many particles that can be passed through it and allow the building of coating of particles by making the size of the pores smaller with the reaching of optimal level of filtration. This building p will be continued when the pores are getting smaller with the restriction of airflow to the engine with the reduction in performance.
Feature – For the development and test of various diagnostic systems, there is an inclusion of engine detection that helps in the identification of signal. In order to test different models, a special condition has been created that requires the ability to diagnose and restore various systems of the car too normal.
Requirement – Some of the diagnostic systems require a complex and critical multistep process. It uses various combinations of data that helps in the analysis and collection. The system makes use of GPS system that monitors the actual sped of the car. The vibration of data can be used to determine the fast speeds of wheels are turning. It uses diameter of the wheel with the comparison of diameter that expects new and proper inflated.
Conclusion – Many diagnostic systems are derived by using machine learning processes that compares many recordings of vibration and sound from well-tuned cars with similar ones and specific problem. A prototype smartphone have been developed that incorporates various diagnostic tools that is developed and experimented since many years. Also, a commercial version is available that is commercialized by a startup company that is data driven.
