Collision accident loss estimating method and system based on expert system
An expert system, collision accident technology, applied in instrumentation, finance, data processing applications, etc., can solve problems such as increasing insurance claims costs, reduce the probability of joint insurance fraud, improve satisfaction, and avoid dismantling costs.
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Embodiment 1
[0041] A collision accident damage determination method based on an expert system, comprising:
[0042] Step 1: The collision data obtained by the acquisition equipment and the collision simulation analysis module are extracted through the data processing system, the collision data, the damage information of the collision accident and the maintenance plan are determined, and the comprehensive database of the system is established;
[0043] Step 2: Through intelligent recognition and image grayscale matching technology, check with the model damage database; thus obtain intuitive, fast, effective and standardized accident damage assessment;
[0044] Step 3: The characteristic parameters of the collision data are learned by artificial intelligence, and the intelligent identification mechanism of the accident vehicle and the collision data is sorted out, and combined with the experience of experts and engineers in the field of damage assessment and maintenance, the expert knowledge...
Embodiment 2
[0048] Concretely identical technical scheme with embodiment 1, more specifically the step that comprehensive database is set up in step 1 is:
[0049] S1: Obtain triaxial acceleration, triaxial angular velocity, audio, and video image data through the acquisition device and the collision simulation analysis module, and store the obtained data in the comprehensive database of the system as the original database;
[0050] S2: Preprocessing the data such as filtering by extracting the collision information of the three-axis acceleration and three-axis angular velocity, and storing the processed results in the comprehensive database as the secondary database;
[0051] S3: Perform data preprocessing results such as denoising and filtering on the audio data and store them in the comprehensive database as the secondary database;
[0052] S4: For the video image, such as the animation of the collision accident and the damage picture of the parts of the accident vehicle generated by the...
Embodiment 3
[0058] Concretely the same technical scheme as embodiment 1 or 2, more specifically, the establishment of an accident damage assessment and maintenance expert system in step 3 specifically includes steps:
[0059] A. Establish an accident damage assessment expert system: extract multiple features such as the triaxial acceleration, the maximum value of the triaxial angular velocity data signal, the collision energy, and the gradient of the collision signal as the input layer, and pass the distribution according to the data characteristics of the triaxial acceleration and triaxial angular velocity Model artificial intelligence learning for sample training and testing, and then output the result of loss determination through reasoning in the reasoning machine;
[0060] B. Establish a maintenance expert system: According to different damage determination situations, combined with the knowledge and experience of experts and engineers in the maintenance field, establish a distributed...
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