Application of Machine Learning Technique for Development of Indirect Tire Pressure Monitoring System

2021 ◽  
Author(s):  
Richa Sachan ◽  
Shoaib Iqbal
Keyword(s):  
Machine Learning ◽  
Monitoring System ◽  
Pressure Monitoring ◽  
Tire Pressure ◽  
Machine Learning Technique ◽  
Learning Technique ◽  
Tire Pressure Monitoring System

h-TPMS: a hybrid tire pressure monitoring system for road vehicles

Mechatronics ◽  
2021 ◽  
Vol 74 ◽  
pp. 102492
Author(s):  
Simone Formentin ◽  
Luca Onesto ◽  
Tommaso Colombo ◽  
Alessandro Pozzato ◽  
Sergio M. Savaresi
Keyword(s):  
Monitoring System ◽  
Pressure Monitoring ◽  
Road Vehicles ◽  
Tire Pressure ◽  
Tire Pressure Monitoring System

scholarly journals Tire Pressure Monitoring System

2020 ◽  
pp. 469-473
Keyword(s):  
Monitoring System ◽  
Pressure Sensor ◽  
Electronic Device ◽  
Monitoring Device ◽  
Pressure Monitoring ◽  
Tire Pressure ◽  
Computer Screen ◽  
Tire Pressure Monitoring System ◽  
On Chip ◽  
Wireless Module

Tire pressure monitoring device/system (TPMS) is an electronic device that monitors the air strain of an vehicle tire and indicates the pressure to the driver.Upkeep of tire strain in automobile is vital owing to the reality depletion within the strain of tire ends up in diminished combustible potency and future scratch in tires which ends up in substitution of tires fairly again and again. In this paper the used conception relies upon eliminating above problems and observing those facts continuously using pressure sensor with the help of some devices and wireless modules such as zigbee or rf-transreciever and also STM32 on-chip computer. A different mouth is distended other than conventional muzzle within that device is found which communicate via wireless apparatus and obtained with the help of the wireless module such as zigbee gift out of doors and also the signal is been dispatched to on-chip computer which computer screen units and unveil the strain name (name of tire) and actual strain on a screen monitor which notify the person to fill the air in tire. With the use of this system the user of the vehicle can eliminate the wheel is alignment and supply protection to the vehicle.

scholarly journals DESIGN OF TIRE PRESSURE MONITORING SYSTEM USING A PRESSURE SENSOR BASE

SINERGI ◽  
2019 ◽  
Vol 23 (1) ◽  
pp. 70 ◽  
Author(s):  
Lukman Medriavin Silalahi ◽  
Mudrik Alaydrus ◽  
Agus Dendi Rochendi ◽  
Muhtar Muhtar
Keyword(s):  
Monitoring System ◽  
Pressure Sensor ◽  
Electronic Device ◽  
Pressure Sensors ◽  
Pressure Level ◽  
Automotive Sector ◽  
Pressure Monitoring ◽  
Alert System ◽  
Tire Pressure ◽  
Tire Pressure Monitoring System

Currently, the Tire Pressure Monitoring System (TPMS) only monitors the condition of a tire pressure. However, there are no particular reactions taking place after the value of its tire pressure is discovered. In fact, the value of a tire pressure determines driving comfort and safety Therefore, this research proposed a method to integrate a TPMS and a Pressure Sensor Base (PSB) with a particular reaction required to fulfill tires automatically. The proposed TPMS has an electronic device unit directly attached to a tire’s valve. This unit includes pressure sensors, microcontrollers, Bluetooth transmitters and batteries. An alert system is generated whenever tire pressure exceeds the maximum or minimum safe pressure level. Moreover, if the pressure measured is below the lowest level of the desired pressure, it will automatically activate the compressor. Several experiments have been carried out to analyze the proposed system. The integrated TPMS has proven to be able to be an alternative tool for the automotive sector to keep maintaining the tires and to improve a driving comfort and safety.

An Intelligent Tire Pressure Monitoring System Base on Wireless Radio Frequency Technique

2012 ◽  
Vol 562-564 ◽  
pp. 623-626
Author(s):  
Guo Qiang Liu
Keyword(s):  
Radio Frequency ◽  
Monitoring System ◽  
Traffic Accidents ◽  
Great Decrease ◽  
Pressure Monitoring ◽  
Important Work ◽  
Tire Pressure ◽  
Gas Leakage ◽  
Tire Pressure Monitoring System ◽  
Higher Temperature

Many traffic accidents took place during the vehicle running, the main reason were some tire gas leakage, the lower tire-pressure, the higher temperature, and so on. So it was an important work to us to monitor the running state of tire. An intelligent Tire Pressure Monitoring System based on wireless radio frequency technique was designed. The Tire Pressure Monitoring System utilized a special sensor to test tire-pressure and temperature of interior tire, through a transmitting & receiver circuit to transmit and receive these signal, when the System got the working-state by processing these data and then warned us some danger exist in advance, which make us took some method to avoid these accident occurred. All these work will great decrease the traffic accidence.

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