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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Main Authors: Zheli Zhu, Guanghua Guan, Zhonghao Mao, Kang Wang, Shixiang Gu, Gang Chen
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/12/10/2733
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spelling 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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