物联网云原生云边协同
文章目录
- 一、物联网平台设计
- 1.物联网平台设计
- 2.物联网平台实现
- 二、部署环境
- 1.节点配置
- 2.版本信息
- 三、物联网平台部署
- 1.部署 Kubernetes 集群
- 2.部署 KubeEdge
- 3.部署 ThingsBoard 集群
- 4.部署 ThingsBoard Edge
- 4.1.创建 Edge 实例
- 4.2.部署 PostgreSQL
- 4.3.创建数据库
- 4.4.部署 ThingsBoard Edge
- 四、物联网设备接入
- 1.创建设备
- 2.MQTTX 工具
- 3.上传遥测
- 4.上传属性
- 物联网
# ThgingsBoardhttps://iothub.org.cn/docs/iot/
https://iothub.org.cn/docs/iot/tb-edge/edge-iot/
一、物联网平台设计
1.物联网平台设计
IoT 平台总体设计:
- 物联网平台（IoT）部署在云上，物联网设备通过边缘计算节点接入物联网平台
- 物联网平台采用云原生设计，应用容器化部署，在云端实现容器的调度编排
- 物理网平台实现云边协同，云作为控制平面，边作为计算平台
- 云端物联网平台选择开源物联网平台 ThingsBoard 社区版
- 边缘计算节点选择 ThingsBoard Edge 接入物联网设备
IoT 云边协同设计:
- Kubernetes 在云端部署 ThingsBoard 平台
- KubeEdge 在边缘节点部署 ThingsBoard Edge
- IoT 设备通过 MQTT 协议接入边缘计算节点
- 通过 Kubernetes 、KubeEdge 实现云边协同
2.物联网平台实现
物联网平台（IoT）具体实现：
- 部署 Kubernetes 集群
- 部署 KubeEdge
- 部署 ThingsBoard 集群
- 部署 ThingsBoard Edge 边缘节点
- IoT 设备通过 MQTT 链接 ThingsBoard Edge
- MQTTX 工具模拟物联网设备
二、部署环境
1.节点配置
| 主机名 | IP地址 | 角色 |
|---|---|---|
| k8s-master | 192.168.202.201 | master |
| k8s-node1 | 192.168.202.202 | node |
| k8s-node2 | 192.168.202.203 | node |
| edge-1 | 192.168.202.211 | edge |
2.版本信息
| 信息 | 版本 | 备注 |
|---|---|---|
| K8s | v1.23.12 | |
| centos | 7.8 | # cat /etc/redhat-release |
| KubeEdge | v1.13.4 | |
| ThingsBoard | v3.5.1 | |
| ThingsBoard Edge | 3.5.1EDGE | |
三、物联网平台部署
1.部署 Kubernetes 集群
部署 Kubernetes 集群参考
# 部署 Kubernetes 集群https://iothub.org.cn/docs/kubernetes/pro/deploy-kubernetes/
[root@k8s-master ~]# kubectl get nodes
NAME STATUS ROLES AGE VERSION
k8s-master Ready control-plane,master 27d v1.23.12
k8s-node1 Ready <none> 27d v1.23.12
k8s-node2 Ready <none> 10d v1.23.12
2.部署 KubeEdge
部署 KubeEdge 参考
# 部署 KubeEdgehttps://iothub.org.cn/docs/kubeedge/deploy/deploy/
[root@k8s-master ~]# kubectl get nodes
NAME STATUS ROLES AGE VERSION
edge-1 Ready agent,edge 4d4h v1.23.17-kubeedge-v1.13.4
k8s-master Ready control-plane,master 27d v1.23.12
k8s-node1 Ready <none> 27d v1.23.12
k8s-node2 Ready <none> 10d v1.23.12[root@k8s-master ~]# kubectl get all -n kubeedge
NAME READY STATUS RESTARTS AGE
pod/cloud-iptables-manager-592m5 1/1 Running 3 (3d22h ago) 4d5h
pod/cloud-iptables-manager-pg4pl 1/1 Running 3 (3d22h ago) 4d5h
pod/cloudcore-5959c5986f-8hsc4 1/1 Running 3 (3d22h ago) 4d5hNAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
service/cloudcore NodePort 10.110.71.216 <none> 10000:30976/TCP,10001:31372/TCP,10002:31922/TCP,10003:30163/TCP,10004:31927/TCP 4d5hNAME DESIRED CURRENT READY UP-TO-DATE AVAILABLE NODE SELECTOR AGE
daemonset.apps/cloud-iptables-manager 2 2 2 2 2 <none> 4d5hNAME READY UP-TO-DATE AVAILABLE AGE
deployment.apps/cloudcore 1/1 1 1 4d5hNAME DESIRED CURRENT READY AGE
replicaset.apps/cloudcore-5959c5986f 1 1 1 4d5h
3.部署 ThingsBoard 集群
部署 ThingsBoard 参考
# ThingsBoard 单机部署
https://iothub.org.cn/docs/iot/deploy/deploy-single/# ThingsBoard 集群部署
https://iothub.org.cn/docs/iot/deploy/deploy-cluster/
备注：考虑测试环境资源有限，部署单机代替云端 ThingsBoard 集群
4.部署 ThingsBoard Edge
4.1.创建 Edge 实例
在 ThingsBoard 服务端上配置 Edge
# ThingsBoard 服务器地址
82.157.166.86# 边缘键
1d2952e8-227e-b019-7eab-d29664b605c1# 边缘密钥
iihb0i793etbqct62gpf
4.2.部署 PostgreSQL
postgresql.yaml
[root@k8s-master kubeedge]# vim postgresql.yaml apiVersion: apps/v1
kind: Deployment
metadata:name: postgresql
spec:replicas: 1selector:matchLabels:app: postgresqltemplate:metadata:labels:app: postgresqlspec:nodeName: edge-1 #调度到指定机器hostNetwork: true # 使用主机网络containers:- name: postgresqlimage: postgres:12env:- name: LANGvalue: "C.UTF-8"- name: TZvalue: "Asia/Shanghai" - name: POSTGRES_DBvalue: "postgres"- name: POSTGRES_USERvalue: "postgres"- name: POSTGRES_PASSWORDvalue: "postgres"
[root@k8s-master thingsboard]# kubectl apply -f postgresql.yaml
deployment.apps/postgresql created[root@k8s-master thingsboard]# kubectl get all
NAME READY STATUS RESTARTS AGE
pod/postgresql-867f894fd4-tthq8 1/1 Running 0 31sNAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
service/kubernetes ClusterIP 10.96.0.1 <none> 443/TCP 84dNAME READY UP-TO-DATE AVAILABLE AGE
deployment.apps/postgresql 1/1 1 1 31sNAME DESIRED CURRENT READY AGE
replicaset.apps/postgresql-867f894fd4 1 1 1 31s
访问PostgreSQL
# 访问地址192.168.202.211
5432
postgres/postgres
4.3.创建数据库
在边缘节点创建数据库 tb-edge
4.4.部署 ThingsBoard Edge
tb-edge.yaml
[root@k8s-master kubeedge]# vim tb-edge.yaml apiVersion: apps/v1
kind: Deployment
metadata:name: tb-edge
spec:replicas: 1selector:matchLabels:app: tb-edgetemplate:metadata:labels:app: tb-edgespec:nodeName: edge-1 #调度到指定机器containers:- name: tb-edgeimage: thingsboard/tb-edge:3.5.1EDGEports:- containerPort: 1883hostPort: 11883- containerPort: 8080hostPort: 18080env:- name: SPRING_DATASOURCE_URLvalue: "jdbc:postgresql://192.168.202.211:5432/tb-edge" - name: SPRING_DATASOURCE_USERNAMEvalue: "postgres"- name: SPRING_DATASOURCE_PASSWORDvalue: "postgres"- name: CLOUD_ROUTING_KEYvalue: "1d2952e8-227e-b019-7eab-d29664b605c1" - name: CLOUD_ROUTING_SECRETvalue: "iihb0i793etbqct62gpf" - name: CLOUD_RPC_HOSTvalue: "82.157.166.86"- name: CLOUD_RPC_PORTvalue: "7070"- name: CLOUD_RPC_SSL_ENABLEDvalue: "false"
[root@k8s-master thingsboard]# kubectl apply -f tb-edge.yaml
deployment.apps/tb-edge created[root@k8s-master thingsboard]# kubectl get all
NAME READY STATUS RESTARTS AGE
pod/postgresql-867f894fd4-tthq8 1/1 Running 0 14m
pod/tb-edge-67f4b7c8-xbpjg 1/1 Running 0 2m34sNAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
service/kubernetes ClusterIP 10.96.0.1 <none> 443/TCP 84dNAME READY UP-TO-DATE AVAILABLE AGE
deployment.apps/postgresql 1/1 1 1 14m
deployment.apps/tb-edge 1/1 1 1 2m34sNAME DESIRED CURRENT READY AGE
replicaset.apps/postgresql-867f894fd4 1 1 1 14m
replicaset.apps/tb-edge-67f4b7c8 1 1 1 2m34s
访问 ThingsBoard Edge
# 访问地址http://192.168.202.211:18080/login
tenant@thingsboard.org
tenant
# 参考
docker run -d --network host --name tb-edge --restart=always \
-e "SPRING_DATASOURCE_URL=jdbc:postgresql://192.168.202.166:5432/tb-edge" \
-e "SPRING_DATASOURCE_USERNAME=postgres" \
-e "SPRING_DATASOURCE_PASSWORD=postgres" \
-e "CLOUD_ROUTING_KEY=672b5ad6-cf07-c8af-e7cf-ac8a85114902" \
-e "CLOUD_ROUTING_SECRET=tuhk87tqb4l1463revxf" \
-e "CLOUD_RPC_HOST=82.157.166.86" \
-e "CLOUD_RPC_PORT=7070" \
-e "CLOUD_RPC_SSL_ENABLED=false" \
-v ~/.mytb-edge-data:/data \
-v ~/.mytb-edge-logs:/var/log/tb-edge \
thingsboard/tb-edge:3.5.1EDGE
四、物联网设备接入
1.创建设备
在 Edge 端创建设备 iot-device
在服务端查看设备
# 访问令牌
1ThJ4grl3mXxxw7egHNo
2.MQTTX 工具
192.168.202.211
11883
1ThJ4grl3mXxxw7egHNo
3.上传遥测
v1/devices/me/telemetry{"temperature": 42.2, "humidity": 70,"hvacEnabled": true,"hvacState": "IDLE","configuration": {"someNumber": 42,"someArray": [1,2,3],"someNestedObject": {"key": "value"}}
}
4.上传属性
v1/devices/me/attributes{"attribute1": "value1","attribute2": true,"attribute3": 42.0,"attribute4": 73,"attribute5": {"someNumber": 42,"someArray": [1, 2, 3],"someNestedObject": {"key": "value"}}
}
- 物联网
# ThgingsBoardhttps://iothub.org.cn/docs/iot/
https://iothub.org.cn/docs/iot/tb-edge/edge-iot/