Probability Analysis of Ship Collision and Grounding in Inland Waterway Based on Big Data Analysis

Abstract

With the rapid development of technology, mining valuable information from massive data has become an important part of the community. However, there are many deficiencies in the probability analysis of collision and grounding of ships in inland waterways, such as the insufficient use of data. The main purpose of this paper is to analyze the probability of collision and grounding of ships in inland waterways. Initially, big data analysis technology is used to preprocess the massive shipping data, and then the probability of the processed data is calculated by establishing the probability calculation model of collision and grounding. The results show that in the channel intersection area with poor shipping conditions, the increase of ship traffic volume will lead to the increase of ship collision probability; in the case of low visibility and long driving time, the probability of ship grounding will increase.