基于人工智能算法的室内办公环境在线评价系统

Design of Real-Time Evaluation and Control System of Indoor Office Environment Based on Artificial Intelligence Algorithm

将自适应融合算法和模糊控制方法应用于室内办公环境在线评价系统中,系统采集温度、湿度、光照度、甲醛质量浓度、CO质量浓度和PM2.5质量浓度6种室内环境参数,首先剔除传感器的异常数据,然后用自适应融合算法计算得到每一类环境因子的融合估计值,再结合模糊控制算法,得到室内环境的实时状态和决策结果,将融合决策结果回送到主控单元进行显示和实时控制.

The adaptive fusion algorithm and fuzzy control method were combined to realize real-time control of the indoor office environment.Six indoor environmental parameters including temperature,humidity,illumination,and mass concentration of formaldehyde,CO and PM2.5 were collected in the system.The sensor abnormal data were eliminated;then adaptive fusion algorithm was used to calculate the fusion estimate to each type of environmental factors;combining the fuzzy control algorithm,the real-time state and the decision result of indoor environment were got;the result of the fusion decision was sent back to the main control unit for display and real-time control.