基本信息:
- 专利标题： Heat Exchanger System with Machine-Learning Based Optimization
- 申请号：US17118818 申请日：2020-12-11
- 公开(公告)号：US20210180891A1 公开(公告)日：2021-06-17
- 发明人： Yohann Lilian Rousselet , Ellie M. Litwack
- 申请人： Baltimore Aircoil Company, Inc.
- 申请人地址： US MD Jessup
- 专利权人： Baltimore Aircoil Company, Inc.
- 当前专利权人： Baltimore Aircoil Company, Inc.
- 当前专利权人地址： US MD Jessup
- 主分类号： F28F27/02
- IPC分类号： F28F27/02 ; G05B13/02 ; G05B13/04
摘要：
In one aspect, a heat exchanger system is provided that includes a cooling system and a sensor configured to detect a variable of the cooling system. The heat exchanger system includes processor circuitry configured to provide the variable and a plurality of potential operating parameters of the cooling system to a machine learning model representative of the cooling system to estimate at least one of energy consumption, water usage, and chemical usage for the potential operating parameters. The processor circuitry is further configured to determine, based at least in part on the estimated at least one of energy consumption, water usage, and chemical consumption, for the potential operating parameters, an optimal operating parameter of the cooling system to satisfy a target optimization criterion.
公开/授权文献:
IPC结构图谱:
| F | 机械工程；照明；加热；武器；爆破 |
| --F28 | 一般热交换 |
| ----F28F | 通用热交换或传热设备的零部件 |
| ------F28F27/00 | 专门适用于热交换或传热设备的控制装置 |
| --------F28F27/02 | .控制不同通道之间热交换介质分配的 |