Vibration Control of Quarter Car Integrated Seat Suspension with Driver Modelusing Type -1 and Type -2 Fuzzy Logic Controllers
Bibliographic record
Abstract
While travelling in a car the vibration is one of the disturbance to the system and the passengers. When the vibration of a car is minimum then the travel comfort of the passenger is more and hence the ride quality. To achieve the same various control strategies are used by the researchers for a 2 Degree Of Freedom (DOF) quarter car model. In this paper, ride quality is improved by designing the Type 1 and Type 2 Fuzzy Logic Controller (FLC) for an 8 DOF quarter car with integrated seat suspension and driver model. The performance of the controller is analyzed with the system is subjected to four types of road disturbance. The responses are compared with each other along with the passive system. The results show that Type 2 FLC controls the vibration than the PID, Type 1 FLC and passive system.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".