Decentralized Most Permissive Observer Architecture for Brake Leakage Diagnosis in Automotive Systems

by Shivam Kashyap

One of the most important parts enabling the safety of contemporary cars is brake systems. Often recognized as one of the most prevalent vehicle-related factors causing fatal collisions are they. Usually, brake fluid leaks influencing the performance and responsiveness of the whole system cause the faults in this kind of component; hence, manual maintenance techniques are necessary to find the source of the problem. This work presents a unique Discrete Event System (DES) model for fault diagnosis using a distributed Most Permissive Observer (MPO) architecture able to detect brake fluid leakage faults. The developments were confirmed using an enhanced virtual environment based on a simulation model of the brake mechanism using Simscape and evaluating the event-driven fault diagnosis system with Stateflow. In order to evaluate test cases that combined edge values, a “Design of Experiment” method is applied employing a factorial design of 3k, where k is the number of levels of a factor in the factorial experiment (in this paper k is 4). Over a broad spectrum of simulated scenarios including fault locations, lower pressures, and single and multiple fault combinations, the effectiveness of the proposed DES model for fault diagnosis is shown. The proposed approach shows its efficiency under several operational conditions of the braking system since it regularly detects the injected fault conditions.

Leave a Reply

[script_15]

This site uses Akismet to reduce spam. Learn how your comment data is processed.

This website uses cookies to improve your experience. We'll assume you're ok with this, but you can opt-out if you wish. OK Read More

Privacy & Cookies Policy
-
00:00
00:00
Update Required Flash plugin
-
00:00
00:00
✓ Customized M.Tech Projects | ✓ Thesis Writing | ✓ Research Paper Writing | ✓ Plagiarism Checking | ✓ Assignment Preparation | ✓ Electronics Projects | ✓ Computer Science | ✓ AI ML | ✓ NLP Projects | ✓ Arduino Projects | ✓ Matlab Projects | ✓ Python Projects | ✓ Software Projects | ✓ Readymade M.Tech Projects | ✓ Java Projects | ✓ Manufacturing Projects M.Tech | ✓ Aerospace Projects | ✓ AI Gaming Projects | ✓ Antenna Projects | ✓ Mechatronics Projects | ✓ Drone Projects | ✓ Mtech IoT Projects | ✓ MTech Project Source Codes | ✓ Deep Learning Projects | ✓ Structural Engineering Projects | ✓ Cloud Computing Mtech Projects | ✓ Cryptography Projects | ✓ Cyber Security | ✓ Data Engineering | ✓ Data Science | ✓ Embedded Projects | ✓ AWS Projects | ✓ Biomedical Engineering Projects | ✓ Robotics Projects | ✓ Capstone Projects | ✓ Image Processing Projects | ✓ Power System Projects | ✓ Electric Vehicle Projects | ✓ Energy Projects Mtech | ✓ Simulation Projects | ✓ Thermal Engineering Projects

© 2024 All Rights Reserved Engineer’s Planet

Digital Media Partner #magdigit