mofs_technology = {
    "诺奖背景": "2025年诺贝尔化学奖授予MOFs材料发明者",
    "核心能力": {
        "吸附": "比传统活性炭大100-1000倍比表面积",
        "选择性": "可定制孔径筛分特定分子(CO2/VOC/甲醛)",
        "再生": "加热/减压即可再生，无需更换滤芯"
    },
    "座舱应用": {
        "智界V9_ALPS": {
            "材料": "MOFs涂层空调滤芯",
            "性能": "10分钟 PM2.5 300→10 μg/m³",
            "VOC去除率": "95%+（甲醛/苯/甲苯）",
            "寿命": "5年/无需更换（可再生）"
        },
        "传统活性炭对比": {
            "PM2.5去除": "30分钟 300→80 μg/m³",
            "VOC去除率": "60%",
            "寿命": "1年/需更换"
        }
    }
}

holistic_sensing = {
    "传感器": {
        "RGB-IR摄像头": "面部/rPPG心率/情绪/疲劳",
        "毫米波雷达": "呼吸/心跳/CPD/姿态",
        "座椅压力阵列": "坐姿/体重分布",
        "麦克风阵列": "语音/咳嗽/呼吸声",
        "空气质量传感器": "CO2/VOC/PM2.5/温湿度"
    },
    "感知能力": {
        "生命体检测": "识别舱内所有生命体（人/宠物）",
        "呼吸监测": "非接触呼吸频率/异常检测",
        "心率监测": "rPPG光学心率±3bpm",
        "情绪识别": "面部表情+语音情绪+生理融合",
        "健康评估": "综合指标→健康评分"
    }
}

sensirion_sensors = {
    "SEN68": {
        "发布": "2026年9月22日",
        "参数": {
            "CO2范围": "400-5000 ppm",
            "VOC检测": "总VOC (TVOC)",
            "PM2.5": "0-1000 μg/m³",
            "温度": "-10到+60°C",
            "湿度": "0-100% RH",
            "精度": "CO2 ±50ppm, PM2.5 ±10μg/m³"
        },
        "接口": "I2C",
        "尺寸": "35×25×8mm",
        "功耗": "<50mW",
        "BOM成本": "~$8"
    },
    "SEN69C": {
        "发布": "2026年9月22日",
        "差异": "增加CO传感器(0-100ppm)",
        "用途": "座舱+尾气双重监测",
        "BOM成本": "~$12"
    }
}

class ProactiveCabinAI:
    """
    AI主动服务座舱架构
    
    从"被动响应"→"主动预判"
    """
    
    def __init__(self):
        self.health_monitor = HealthMonitor()
        self.air_quality = AirQualityMonitor()
        self.dms = DMSModule()
        self.climate = ClimateController()
        self.ai_agent = AIAgent()
    
    def proactive_actions(self):
        """
        主动服务场景
        """
        # 场景1: 检测到疲劳+CO2偏高
        if self.dms.fatigue > 0.6 and self.air_quality.co2 > 1500:
            self.climate.fresh_air_mode()
            self.ai_agent.suggest("前方5km有服务区，建议休息")
        
        # 场景2: 检测到咳嗽+空气质量差
        if self.health_monitor.cough_detected and self.air_quality.pm25 > 50:
            self.climate.max_purification()
            self.ai_agent.suggest("检测到咳嗽，已启动最强净化")
        
        # 场景3: 情绪低落+长时间驾驶
        if self.dms.emotion == "negative" and self.dms.drive_time > 120:
            self.ai_agent.play_music("uplifting")
            self.ai_agent.suggest("已为您播放舒缓音乐")