Design of Offline Verification System for Safety Valves of Special Equipment Based on Improved KDE Algorithm

The offline calibration system for equipment safety valves has become a hot topic in the past few years. The importance attached to equipment safety has become an important issue in contemporary times. The latest progress and existing problems in the research of soil quality evaluation index systems and evaluation methods at home and abroad were summarized and analyzed, and some suggestions were put forward for future algorithm research activities. This article first provides a specific explanation and definition of the concept of improved KDE algorithm, and then demonstrates the viewpoint by constructing a data model. Finally, by analyzing and evaluating existing offline verification systems, it is demonstrated that there are certain problems with the current verification system. To address the issues of inconvenient management, low work efficiency, inaccurate data, and inconvenient transportation of safety valves for offline calibration of special equipment safety valves, the safety valve calibration system is networked, informationized, with high accuracy of calibration results, high calibration efficiency, and cost reduction. An improved algorithm has been proposed to provide reliable data support for the calibration of special pressure equipment and provide new references for the offline calibration operation specifications of safety valves. Therefore, how to design and apply an offline calibration system for safety valves of special equipment is a highly worthy research topic. In the experimental analysis, the performance of the improved KDE algorithm was tested. The offline calibration system of the equipment safety valve based on the improved KDE algorithm has a monitoring accuracy rate of more than 90%, which can provide a safer guarantee.