The invention belongs to the technical field of environment monitoring, and discloses a mobile
cart for environment monitoring and a
control system and a control method of the mobile
cart. The
control system of the mobile
cart for environment monitoring comprises an environment monitoring module, an environment
data acquisition module, a data preprocessing module, a data credibility evaluation module, a central control module, an analysis model construction module, an environment
data analysis module, an abnormal data early warning module, a data storage module and an update display module. According to the control method of the mobile cart for environment monitoring, the reliability of environment
monitoring data is identified through a
particle swarm optimization method, and the control method has the advantages of being simple in structure, few in control parameter, high in running speed and the like, and operation is convenient;
machine learning and
data mining methods are applied to the field of environment monitoring, fusion innovation of computer
data science and environment monitoring interdisciplinary is achieved, working efficiency is improved, and the requirement for
scientific management is met.