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A Non-intrusive Three-way Catalyst Diagnostics Monitor Based on Support Vector Machines - Assignment Example

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Emit Backey, discussed the Ford motor entity’s current non-intrusive diagnostics monitoring. The monitoring is grounded on the three way catalyst diagnostic process. The paper discusses the company’s support vector process. Evidently, the Ford Entity…
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A Non-intrusive Three-way Catalyst Diagnostics Monitor Based on Support Vector Machines
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A Non-intrusive Three-way Catalyst Diagnostics Monitor Based on Support Vector Machines

Download file to see previous pages... One such situation is the engineering production process. For example, the Ford Mustang GT uses the engineered sensor to determine catalyst output (Backey 3). The sensor and catalyst ensures motor vehicle exhaust fumes adhere to the government’s environmental standards (Backey 3).
Furthermore, Dr. Backey explained the current monitoring process contributes to the control of polluting exhaust fume contents. Ford Company’s ODB monitor motor vehicle maintenance device enhances the monitoring and control of the exhaust contents. The easily developed new device implements a non-intrusive maintenance process (Backey 4), not interfering with the current control strategy. The easy development and the non-interference concept effectively contribute to better control and diagnostic procedures (Backey 4).
Moreover, the Ford entity implements the clustering strategy. The company prefers the FCM cluster technology. Under the technology, the entity takes into account the FCM cluster strategy. Different cluster technologies are taken into consideration. One clustering strategy is the K-means statistical tool approach. The MATLAB statistical tool is another good alternative (Backey 11). The company strategy is a continuing research and development plan, continually developing data that will enhance the Ford Company’s motor vehicle operations.
In addition, the Ford entity must implement the above bucket style diagnostic strategy. The strategy is a compulsory American government requirement. Failure to comply with the requirement, the company cannot sell its motor vehicles within the United States environment (Backey 5). The sensor must be tailored to fit the different motor vehicle models.
Further, the current strategy incorporates physics principles (Backey 6). The physics equations contributed to the strategy’s success. The equations were combined ...Download file to see next pagesRead More
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