a3d46e8f7a
- 在data_transmission_example.py中增加energy类型数据的模拟发送 - 能源数据基准从1kWh开始，每次增加0.1kWh - 简化传感器处理逻辑，直接显示累积值而不进行计算 - 支持所有能源类型：太阳能、家庭用电、电网购买/出售、电池充放电
208 lines
7.6 KiB
Python
208 lines
7.6 KiB
Python
#!/usr/bin/env python3
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"""
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数据传输示例
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演示如何使用修改后的 Energy Monitor 系统进行数据传输
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"""
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import json
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import time
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import random
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import paho.mqtt.client as mqtt
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class DataTransmissionExample:
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"""数据传输示例类"""
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def __init__(self, broker="192.168.0.101", port=1883):
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self.broker = broker
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self.port = port
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self.client = None
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self.running = False
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# 初始化能源累积数据（基准从1kWh开始）
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self.energy_data = {
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"solar_energy": 1.0,
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"home_energy": 1.0,
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"grid_import_energy": 1.0,
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"grid_export_energy": 1.0,
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"battery_charge_energy": 1.0,
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"battery_discharge_energy": 1.0,
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}
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def setup_mqtt(self):
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"""设置 MQTT 客户端"""
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self.client = mqtt.Client(client_id="energy_device_simulator", callback_api_version=mqtt.CallbackAPIVersion.VERSION2)
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self.client.on_connect = self.on_connect
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self.client.on_message = self.on_message
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def on_connect(self, client, userdata, flags, rc, properties):
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"""MQTT 连接回调"""
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if rc == 0:
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print("✅ 连接到 MQTT 代理成功")
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# 订阅数据获取请求主题
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client.subscribe("device/data-get")
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print("✅ 订阅 device/data-get 主题成功")
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else:
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print(f"❌ 连接 MQTT 代理失败，错误码: {rc}")
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def on_message(self, client, userdata, msg):
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"""MQTT 消息接收回调"""
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if msg.topic == "device/data-get":
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print(f"📨 收到数据请求: {msg.payload.decode()}")
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# 模拟处理时间
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# time.sleep(0.1)
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# 发送模拟数据
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# self.send_device_data()
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def generate_sample_data(self):
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"""生成模拟的设备数据"""
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# 模拟太阳能发电（白天较高，夜晚较低）
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hour = time.localtime().tm_hour
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if 6 <= hour <= 18: # 白天
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solar_power = random.uniform(500, 3000)
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else: # 夜晚
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solar_power = random.uniform(0, 100)
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# 模拟家庭用电
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home_power = random.uniform(800, 2500)
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# 计算电网功率（家庭用电 - 太阳能发电）
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grid_power = home_power - solar_power
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# 分离电网功率为购买和出售
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grid_import = max(0, grid_power) # 从电网购买
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grid_export = max(0, -grid_power) # 向电网出售
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# 模拟电池充放电
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battery_power = random.uniform(-800, 800)
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battery_charge = max(0, -battery_power) # 充电
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battery_discharge = max(0, battery_power) # 放电
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# 模拟电池电量（根据充放电状态变化）
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if not hasattr(self, 'battery_soc'):
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self.battery_soc = random.uniform(30, 90)
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# 根据充放电更新电量
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if battery_power > 0: # 放电
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self.battery_soc = max(0, self.battery_soc - 0.5)
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elif battery_power < 0: # 充电
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self.battery_soc = min(100, self.battery_soc + 0.3)
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# 更新能源累积数据（每次增加0.1kWh）
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# 根据功率值确定能源增长方向
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if solar_power > 0:
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self.energy_data["solar_energy"] += 0.1
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if home_power > 0:
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self.energy_data["home_energy"] += 0.1
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if grid_import > 0:
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self.energy_data["grid_import_energy"] += 0.1
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if grid_export > 0:
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self.energy_data["grid_export_energy"] += 0.1
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if battery_charge > 0:
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self.energy_data["battery_charge_energy"] += 0.1
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if battery_discharge > 0:
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self.energy_data["battery_discharge_energy"] += 0.1
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return {
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# 功率数据（实时监测）
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"solar_power": round(solar_power, 2),
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"home_power": round(home_power, 2),
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"grid_import": round(grid_import, 2),
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"grid_export": round(grid_export, 2),
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"battery_charge": round(battery_charge, 2),
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"battery_discharge": round(battery_discharge, 2),
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"battery_soc": round(self.battery_soc, 1),
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# 能源数据（累积值）
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"solar_energy": round(self.energy_data["solar_energy"], 3),
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"home_energy": round(self.energy_data["home_energy"], 3),
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"grid_import_energy": round(self.energy_data["grid_import_energy"], 3),
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"grid_export_energy": round(self.energy_data["grid_export_energy"], 3),
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"battery_charge_energy": round(self.energy_data["battery_charge_energy"], 3),
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"battery_discharge_energy": round(self.energy_data["battery_discharge_energy"], 3),
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}
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def send_device_data(self):
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"""发送设备数据到 /device/data 主题"""
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data = self.generate_sample_data()
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# 转换为 JSON 格式
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json_data = json.dumps(data, ensure_ascii=False, indent=2)
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# 发布到 device/data 主题
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result = self.client.publish("device/data", json_data)
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if result.rc == mqtt.MQTT_ERR_SUCCESS:
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print("📤 发送设备数据:")
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print(f" 主题: device/data")
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print(f" 数据: {json_data}")
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print()
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else:
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print(f"❌ 发送数据失败，错误码: {result.rc}")
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def start_simulation(self, duration=60):
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"""启动数据模拟"""
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print("🚀 启动数据传输模拟")
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print(f"📡 MQTT 代理: {self.broker}:{self.port}")
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print(f"⏱️ 运行时长: {duration} 秒")
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print("=" * 50)
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try:
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# 连接 MQTT 代理
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self.client.connect(self.broker, self.port, 60)
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self.client.loop_start()
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self.running = True
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# 等待连接建立
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time.sleep(2)
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# 发送初始数据
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print("📤 发送初始数据...")
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self.send_device_data()
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# 运行指定时间
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start_time = time.time()
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while self.running and (time.time() - start_time) < duration:
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time.sleep(1)
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# 每5秒发送一次数据（模拟设备主动发送）
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if int(time.time() - start_time) % 5 == 0:
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print("📤 设备主动发送数据...")
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self.send_device_data()
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except KeyboardInterrupt:
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print("\n⏹️ 用户中断模拟")
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except Exception as e:
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print(f"❌ 模拟出错: {e}")
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finally:
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self.stop_simulation()
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def stop_simulation(self):
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"""停止模拟"""
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self.running = False
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if self.client:
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self.client.loop_stop()
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self.client.disconnect()
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print("✅ 模拟已停止")
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def main():
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"""主函数"""
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print("🏠 Energy Monitor 数据传输示例")
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print("=" * 50)
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print("这个示例演示了以下功能：")
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print("1. 监听 device/data-get 请求")
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print("2. 响应请求并发送设备数据到 device/data")
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print("3. 模拟真实的能源监控数据（功率 + 能源累积）")
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print("4. 功率数据：实时变化的功率值")
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print("5. 能源数据：累积值，基准从1kWh开始，每次增加0.1kWh")
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print("6. 每5秒的数据获取频率（由 Home Assistant 集成触发）")
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print()
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# 创建示例实例
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example = DataTransmissionExample()
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example.setup_mqtt()
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# 启动模拟（运行60秒）
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example.start_simulation(duration=1000)
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if __name__ == "__main__":
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main()
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