How to integrate AI in trade data analysis

The How to integrate AI in trade data analysisframe number and engine number - the key to interpreting vehicle information. In today's highly developed era, cars are no longer luxury goods, but necessities in our daily life. We need it to travel conveniently and solve the urgent problems in life.However, after buying a car, we rarely care about the details of the vehicle, and don't even know the function of the frame number and engine number, which will bring some trouble to the use and maintenance of the vehicle. This article will explain the relevant information of the vehicle in detail from the aspects of the frame number and the engine number. I. Frame number The frame number, also known as the vehicle identification code (VIN), is a set of 17-digit characters formulated by the International Organization for Standardization (ISO), which is the only identification of the vehicle. It can circulate freely around the world, and relevant information about cars can be checked through it. The information of the frame number is globally unique, that is, all vehicles have a unique frame number. Through the frame number, we can find out the place of production, brand, series, year, engine model, displacement, brake type, number of airbags, number of seats and other information of the vehicle.And these data play an important role for car owners. In terms of vehicle insurance claim settlement, maintenance, after-sales service, etc., the basic information of the vehicle needs to be inquired with the frame number for better processing. In terms of insurance, the vehicle number needs to be provided when filing a case, and the electronic information is checked to check the frame number when purchasing traffic insurance to ensure the authenticity of the traffic insurance filing and the owner's information. At the same time, the frame number is also used to determine trivial information such as the series and insurance plan of the vehicle in the car insurance claim. In terms of maintenance, the frame number can be used to check all vehicle information, and even to query maintenance suggestions and records. In terms of after-sales service, the frame number is essential. Through it, you can check the basic information of all car purchases. During the vehicle warranty period, maintenance can be carried out free of charge, but maintenance should be carried out according to the official maintenance cycle and maintenance method.II. Engine number Engine number, like frame number, is also one of the important signs of the vehicle, which can reflect the detailed information of a vehicle. The engine is an important part of the whole car. Usually, most people's understanding of the engine number is only to understand that it is a marking or marking function. The engine number will play an important role in emissions, cleaning, testing, maintenance and warranty. One of the commonly used vehicle maintenance tasks is to replace the oil, and with the extension of the running time of the vehicle, the degree of wear of the engine will gradually increase. If the degree of wear of the engine exceeds the normal range, it is necessary to overhaul or replace the engine. At this time, the engine number needs to be used. Through the engine number, you can accurately check the brand, model, displacement, year, engine coefficient and other key information of the engine, which is very important for replacing the engine or testing the engine.The engine number is also one of the necessary information for the car owner to settle insurance claims. If you need to replace the engine during the accident handling process, you need to rely on the engine number to check the engine information, which is very beneficial when checking the price and manufacturer of the engine. In addition, the engine number also has good traceability, which can query the overhaul and maintenance records of the engine, which has great reference value for the quality problems of the vehicle. In summary, the frame number and engine number are one of the important signs of the vehicle. They can not only provide useful information for car owners to help them better understand their vehicles, but also are indispensable and valuable sources of information for vehicle repair, maintenance, replacement, insurance, claims settlement and investigation. When buying a car, you might as well pay attention to the frame number of the vehicle, so that you can better understand your car, so as to make it more convenient for you to use and maintain.

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