{"product_id":"automotive-fundamentals-safety","title":"Automotive Fundamentals \u0026 Safety","description":"\u003cp dir=\"ltr\"\u003e\u003cspan\u003eAI-driven predictive maintenance utilizes sensors throughout the engine and powertrain to monitor vibration, temperature, and fluid pressure in real-time. By feeding this stream of data into Machine Learning models, the system can detect subtle \"micro-anomalies\" that precede a failure—such as a specific vibration pattern in a bearing or a slight fluctuation in fuel trim—weeks before they manifest as a check-engine light. Technicians no longer just \"fix\" parts; they use AI dashboards to prioritize maintenance based on actual wear, preventing roadside breakdowns and extending the lifespan of critical components like transmissions and water pumps.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e","brand":"AI GEMINI COLLEGE STORE","offers":[{"title":"Default Title","offer_id":47213216563371,"sku":null,"price":4.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0745\/1823\/3259\/files\/brake.jpg?v=1781077242","url":"https:\/\/store.aigeminicollege.org\/products\/automotive-fundamentals-safety","provider":"AI GEMINI  COLLEGE STORE","version":"1.0","type":"link"}