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Intelligent fireproof door control method, system and device based on artificial intelligence and medium
The invention relates to an intelligent fireproof door control method, system and device based on artificial intelligence and a medium, and the method comprises the steps: obtaining equipment data and sensing data of an intelligent fireproof door in real time, carrying out the feature extraction of the sensing data, and obtaining a feature data set; performing evaluation processing on the environment data according to the feature data set to obtain corresponding environment evaluation information, and performing state analysis on the equipment data to obtain corresponding fireproof door state data; transmitting the environment evaluation information and the fireproof door state data to a preset control model, performing instruction analysis on the fireproof door state data through the control model to obtain a corresponding control instruction, and generating a corresponding instruction task based on the environment evaluation information in combination with the control instruction; the intelligent fireproof door is controlled according to the instruction task, feedback information of the intelligent fireproof door is obtained, model parameter optimization is conducted on the control model according to the feedback information, and the optimized control model is obtained. The method can accurately identify the tiny signs at the initial stage of the fire.
本发明涉及基于人工智能的智能防火门控制方法、系统、装置及介质，方法包括：实时获取智能防火门的设备数据和传感数据，对传感数据进行特征提取，得到特征数据集；根据特征数据集对环境数据进行评估处理，得到对应的环境评估信息，对设备数据进行状态分析，得到对应的防火门状态数据；将环境评估信息和防火门状态数据传输到预设的控制模型，通过控制模型对防火门状态数据进行指令分析，得到对应的控制指令，并基于环境评估信息结合控制指令生成对应的指令任务；依据指令任务控制智能防火门，并获取智能防火门的反馈信息，依据反馈信息对控制模型进行模型参数优化，得到优化后的控制模型。本发明能够准确识别火灾初期的细微迹象。
Intelligent fireproof door control method, system and device based on artificial intelligence and medium
The invention relates to an intelligent fireproof door control method, system and device based on artificial intelligence and a medium, and the method comprises the steps: obtaining equipment data and sensing data of an intelligent fireproof door in real time, carrying out the feature extraction of the sensing data, and obtaining a feature data set; performing evaluation processing on the environment data according to the feature data set to obtain corresponding environment evaluation information, and performing state analysis on the equipment data to obtain corresponding fireproof door state data; transmitting the environment evaluation information and the fireproof door state data to a preset control model, performing instruction analysis on the fireproof door state data through the control model to obtain a corresponding control instruction, and generating a corresponding instruction task based on the environment evaluation information in combination with the control instruction; the intelligent fireproof door is controlled according to the instruction task, feedback information of the intelligent fireproof door is obtained, model parameter optimization is conducted on the control model according to the feedback information, and the optimized control model is obtained. The method can accurately identify the tiny signs at the initial stage of the fire.
本发明涉及基于人工智能的智能防火门控制方法、系统、装置及介质，方法包括：实时获取智能防火门的设备数据和传感数据，对传感数据进行特征提取，得到特征数据集；根据特征数据集对环境数据进行评估处理，得到对应的环境评估信息，对设备数据进行状态分析，得到对应的防火门状态数据；将环境评估信息和防火门状态数据传输到预设的控制模型，通过控制模型对防火门状态数据进行指令分析，得到对应的控制指令，并基于环境评估信息结合控制指令生成对应的指令任务；依据指令任务控制智能防火门，并获取智能防火门的反馈信息，依据反馈信息对控制模型进行模型参数优化，得到优化后的控制模型。本发明能够准确识别火灾初期的细微迹象。
Intelligent fireproof door control method, system and device based on artificial intelligence and medium
基于人工智能的智能防火门控制方法、系统、装置及介质
CHENG XINGUI (author) / YING ZHENYOU (author)
2024-12-17
Patent
Electronic Resource
Chinese
IPC:
E05F
DEVICES FOR MOVING WINGS INTO OPEN OR CLOSED POSITION
,
Vorrichtungen zum Bewegen der Flügel in die Offen- oder Schließstellung
/
G06F
ELECTRIC DIGITAL DATA PROCESSING
,
Elektrische digitale Datenverarbeitung
/
G06N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
,
Rechnersysteme, basierend auf spezifischen Rechenmodellen
Fireproof door and intelligent monitoring device and method for fireproof door sequencer
| European Patent Office | 2024