# 基于卫星传感网的水质监测系统(小程序)
> 本软件基于微信小程序,机器学习模块基于PC端服务器上云算法,在预测方面,该水质预测属于时序预测,由于传统预测方法不适合进行时序预测,我们采用基于长短期记忆网络(LSTM)的水质预测方法。神经网络方法是一种深度学习方法,它具有的非线性、自组织学习等优点很契合水质预测的问题。长短期记忆网络本身结构的特点,使其具有“记忆性”,这让它处理水质预测问题的准确度比其他方法更高。
## 技术栈
- [x] vue
- [x] mpvue
- [x] fly.js
- [x] mpvue-echarts
## 功能简介
1. 水质数据预测功能:基于自制系统运用sklearn插件使用机器学习算法,采集前三个月的水质数据对下一个月的水质数据预测,之后将预测的数据上传到微信小程序上展示。
2. 模型更新功能:及时更新预测模型,当新增加数据导致原有模型不再适合预测时,管理员可以手动更新预测模型,并显示更新后模型的预测效果。
3. 登录验证功能:需要管理员进行登录才能应用(1)、(2)所述的功能,保证了数据的安全性。
## Build Setup
``` bash
# 初始化项目
vue init mpvue/mpvue-quickstart myproject
cd myproject
# 安装依赖
yarn
# 开发时构建
npm dev
# 打包构建
npm build
# 指定平台的开发时构建(微信、百度、头条、支付宝)
npm dev:wx
npm dev:swan
npm dev:tt
npm dev:my
# 指定平台的打包构建
npm build:wx
npm build:swan
npm build:tt
npm build:my
# 生成 bundle 分析报告
npm run build --report
```
![123.jpg](https://i.loli.net/2019/03/23/5c962597baea6.jpg)
For detailed explanation on how things work, checkout the [guide](http://vuejs-templates.github.io/webpack/) and [docs for vue-loader](http://vuejs.github.io/vue-loader).
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