Application of Model Predictive Control for Large-Scale Inverted Siphon in Water Distribution System in the Case of Emergency Operation
The emergency control of Menglou~Qifang inverted siphon, which is about 72 km long, is the key to the safety of the Northern Hubei Water Transfer Project. Given the complicated layout of this project, traditional emergency control method has been challenged with the fast hydraulic transient characte...
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doaj-c7e8a619e7ee4b5e94fbd3738fd9e6992020-11-25T02:48:39ZengMDPI AGWater2073-44412020-09-01122733273310.3390/w12102733Application of Model Predictive Control for Large-Scale Inverted Siphon in Water Distribution System in the Case of Emergency OperationZheli Zhu0Guanghua Guan1Zhonghao Mao2Kang Wang3Shixiang Gu4Gang Chen5School of Water Resources and Hydropower Engineering Science, Department of Agricultural Water Resources Engineering, Wuhan University, Wuhan 430072, ChinaSchool of Water Resources and Hydropower Engineering Science, Department of Agricultural Water Resources Engineering, Wuhan University, Wuhan 430072, ChinaSchool of Water Resources and Hydropower Engineering Science, Department of Agricultural Water Resources Engineering, Wuhan University, Wuhan 430072, ChinaSchool of Water Resources and Hydropower Engineering Science, Department of Agricultural Water Resources Engineering, Wuhan University, Wuhan 430072, ChinaYunnan Survey and Design Institute of Water Conservancy and Hydropower, Kunming 65002, ChinaYunnan Survey and Design Institute of Water Conservancy and Hydropower, Kunming 65002, ChinaThe emergency control of Menglou~Qifang inverted siphon, which is about 72 km long, is the key to the safety of the Northern Hubei Water Transfer Project. Given the complicated layout of this project, traditional emergency control method has been challenged with the fast hydraulic transient characteristics of pressurized flow. This paper describes the application of model predictive control (MPC), a popular automatic control algorithm advanced in explicitly accounting for various constraints and optimizing control operation, in emergency condition. For the fast prediction to the pipe-canal combination system, a linear model for large-scale inverted siphon proposed by the latest research and the integrator-delay (ID) model for open canals are used. Simulation results show that the proposed MPC algorithm has promising performance on guaranteeing the safety of the project when there are sudden flow obstruction incidents of varying degrees downstream. Compared with control groups, the peak pressure can be reduced by 17.2 m by MPC under the most critical scenario, albeit with more complicated gates operations and more water release (up to 9.75 × 10<sup>4</sup> m<sup>3</sup>). Based on the linear model for long inverted siphon, this work highlights the applicability of MPC in the emergency control of large-scale pipe-canal combination system.https://www.mdpi.com/2073-4441/12/10/2733model predictive controlemergency controllinear modelNorthern Hubei water transfer projectlong inverted siphonpipe-canal combination system |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zheli Zhu Guanghua Guan Zhonghao Mao Kang Wang Shixiang Gu Gang Chen |
spellingShingle |
Zheli Zhu Guanghua Guan Zhonghao Mao Kang Wang Shixiang Gu Gang Chen Application of Model Predictive Control for Large-Scale Inverted Siphon in Water Distribution System in the Case of Emergency Operation Water model predictive control emergency control linear model Northern Hubei water transfer project long inverted siphon pipe-canal combination system |
author_facet |
Zheli Zhu Guanghua Guan Zhonghao Mao Kang Wang Shixiang Gu Gang Chen |
author_sort |
Zheli Zhu |
title |
Application of Model Predictive Control for Large-Scale Inverted Siphon in Water Distribution System in the Case of Emergency Operation |
title_short |
Application of Model Predictive Control for Large-Scale Inverted Siphon in Water Distribution System in the Case of Emergency Operation |
title_full |
Application of Model Predictive Control for Large-Scale Inverted Siphon in Water Distribution System in the Case of Emergency Operation |
title_fullStr |
Application of Model Predictive Control for Large-Scale Inverted Siphon in Water Distribution System in the Case of Emergency Operation |
title_full_unstemmed |
Application of Model Predictive Control for Large-Scale Inverted Siphon in Water Distribution System in the Case of Emergency Operation |
title_sort |
application of model predictive control for large-scale inverted siphon in water distribution system in the case of emergency operation |
publisher |
MDPI AG |
series |
Water |
issn |
2073-4441 |
publishDate |
2020-09-01 |
description |
The emergency control of Menglou~Qifang inverted siphon, which is about 72 km long, is the key to the safety of the Northern Hubei Water Transfer Project. Given the complicated layout of this project, traditional emergency control method has been challenged with the fast hydraulic transient characteristics of pressurized flow. This paper describes the application of model predictive control (MPC), a popular automatic control algorithm advanced in explicitly accounting for various constraints and optimizing control operation, in emergency condition. For the fast prediction to the pipe-canal combination system, a linear model for large-scale inverted siphon proposed by the latest research and the integrator-delay (ID) model for open canals are used. Simulation results show that the proposed MPC algorithm has promising performance on guaranteeing the safety of the project when there are sudden flow obstruction incidents of varying degrees downstream. Compared with control groups, the peak pressure can be reduced by 17.2 m by MPC under the most critical scenario, albeit with more complicated gates operations and more water release (up to 9.75 × 10<sup>4</sup> m<sup>3</sup>). Based on the linear model for long inverted siphon, this work highlights the applicability of MPC in the emergency control of large-scale pipe-canal combination system. |
topic |
model predictive control emergency control linear model Northern Hubei water transfer project long inverted siphon pipe-canal combination system |
url |
https://www.mdpi.com/2073-4441/12/10/2733 |
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