基于Actor模型的浮式保障平台数据采集系统设计

Data acquisition system for floating support platform Based on Actor Model

摘要:

面对工程项目中需要采集的数据量越来越庞大的挑战，现有的数据采集系统主要采用C#委托和事件的观察者模式实现数据的传输，具有代码花销大、耦合度高的弊端。对Actor模型的异步解耦特性的研究下，提出基于Actor模型的浮式保障平台数据采集系统的设计和实现。根据浮式保障平台数据采集系统的需求和性能制定设计方案，将Actor模型的层级性与设计方案相结合制定出特殊的Actor系统。通过浮式保障平台数据采集系统下各个子系统进行的数据分类传输测试，实验结果验证了设计方案的可行性且满足系统的高并发性、低耦合性以及加快数据的处理性能。因而Actor模型能高效替代原有的数据传输方式，减少内存消耗以及便于后期的升级维护。

Abstract:

Facing the challenge of increasing the amount of data that needs to be collected in engineering projects, the existing data acquisition system mainly uses C# delegate and event observer mode to realize data transmission, which has the disadvantages of large code cost and high coupling degree. Based on the research of asynchronous decoupling characteristics of Actor model, the design and implementation of data acquisition system based on Actor model for floating support platform is proposed. According to the requirements and performance of the data acquisition system of the floating support platform, the design scheme is combined, and the actor model's hierarchical nature and design scheme are combined to develop a special Actor system. Through the data classification transmission test of each subsystem under the data acquisition system of floating support platform, the experimental results verify the feasibility of the design scheme and meet the high concurrency, low coupling and speed of data processing performance. Therefore, the Actor model can effectively replace the original data transmission mode, reduce memory consumption and facilitate post-upgrade maintenance.