Dynamic water resources planning with locational release and annual consumption constraints

Yanjia Zhao; Xi Chen; Qing Shan Jia; Xiaohong Guan; Hao Wang

doi:10.1109/CDC.2010.5717140

Dynamic water resources planning with locational release and annual consumption constraints

Yanjia Zhao
, Xi Chen
, Qing Shan Jia
, Xiaohong Guan
, Hao Wang

Faculty of Electronic and Information Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Abstract

Water resources planning is very important for water resource management and electric energy production. The problem is challenging in view of the stochastic system dynamics, nonlinear rewards, coupled hydraulic constraints, and large problem size. Existing methods based on discretization are facing the dilemma of solution accuracy and computational efforts. This paper formulates the dynamic water resources planning problem with locational release and annual consumption constraints as a finite-horizon Markov decision process (MDP) with continuous variables, and develops a sensitivity-based approach to optimize the policies. Numerical results based on a practical system on Yellow River in north China demonstrate the effectiveness of the formulation and the efficiency of the new algorithm.

Original language	English
Title of host publication	2010 49th IEEE Conference on Decision and Control, CDC 2010
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	3932-3937
Number of pages	6
ISBN (Print)	9781424477456
DOIs	https://doi.org/10.1109/CDC.2010.5717140
State	Published - 2010
Event	49th IEEE Conference on Decision and Control, CDC 2010 - Atlanta, United States Duration: 15 Dec 2010 → 17 Dec 2010

Publication series

Name	Proceedings of the IEEE Conference on Decision and Control
ISSN (Print)	0743-1546
ISSN (Electronic)	2576-2370

Conference

Conference	49th IEEE Conference on Decision and Control, CDC 2010
Country/Territory	United States
City	Atlanta
Period	15/12/10 → 17/12/10

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10.1109/CDC.2010.5717140

Cite this

Zhao, Y., Chen, X., Jia, Q. S., Guan, X., & Wang, H. (2010). Dynamic water resources planning with locational release and annual consumption constraints. In 2010 49th IEEE Conference on Decision and Control, CDC 2010 (pp. 3932-3937). Article 5717140 (Proceedings of the IEEE Conference on Decision and Control). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CDC.2010.5717140

@inproceedings{05a294b69966430a92cd6a108922be17,

title = "Dynamic water resources planning with locational release and annual consumption constraints",

abstract = "Water resources planning is very important for water resource management and electric energy production. The problem is challenging in view of the stochastic system dynamics, nonlinear rewards, coupled hydraulic constraints, and large problem size. Existing methods based on discretization are facing the dilemma of solution accuracy and computational efforts. This paper formulates the dynamic water resources planning problem with locational release and annual consumption constraints as a finite-horizon Markov decision process (MDP) with continuous variables, and develops a sensitivity-based approach to optimize the policies. Numerical results based on a practical system on Yellow River in north China demonstrate the effectiveness of the formulation and the efficiency of the new algorithm.",

author = "Yanjia Zhao and Xi Chen and Jia, \{Qing Shan\} and Xiaohong Guan and Hao Wang",

year = "2010",

doi = "10.1109/CDC.2010.5717140",

language = "英语",

isbn = "9781424477456",

series = "Proceedings of the IEEE Conference on Decision and Control",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "3932--3937",

booktitle = "2010 49th IEEE Conference on Decision and Control, CDC 2010",

note = "49th IEEE Conference on Decision and Control, CDC 2010 ; Conference date: 15-12-2010 Through 17-12-2010",

}

Zhao, Y, Chen, X, Jia, QS, Guan, X & Wang, H 2010, Dynamic water resources planning with locational release and annual consumption constraints. in 2010 49th IEEE Conference on Decision and Control, CDC 2010., 5717140, Proceedings of the IEEE Conference on Decision and Control, Institute of Electrical and Electronics Engineers Inc., pp. 3932-3937, 49th IEEE Conference on Decision and Control, CDC 2010, Atlanta, United States, 15/12/10. https://doi.org/10.1109/CDC.2010.5717140

Dynamic water resources planning with locational release and annual consumption constraints. / Zhao, Yanjia; Chen, Xi; Jia, Qing Shan et al.
2010 49th IEEE Conference on Decision and Control, CDC 2010. Institute of Electrical and Electronics Engineers Inc., 2010. p. 3932-3937 5717140 (Proceedings of the IEEE Conference on Decision and Control).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Dynamic water resources planning with locational release and annual consumption constraints

AU - Zhao, Yanjia

AU - Chen, Xi

AU - Jia, Qing Shan

AU - Guan, Xiaohong

AU - Wang, Hao

PY - 2010

Y1 - 2010

N2 - Water resources planning is very important for water resource management and electric energy production. The problem is challenging in view of the stochastic system dynamics, nonlinear rewards, coupled hydraulic constraints, and large problem size. Existing methods based on discretization are facing the dilemma of solution accuracy and computational efforts. This paper formulates the dynamic water resources planning problem with locational release and annual consumption constraints as a finite-horizon Markov decision process (MDP) with continuous variables, and develops a sensitivity-based approach to optimize the policies. Numerical results based on a practical system on Yellow River in north China demonstrate the effectiveness of the formulation and the efficiency of the new algorithm.

AB - Water resources planning is very important for water resource management and electric energy production. The problem is challenging in view of the stochastic system dynamics, nonlinear rewards, coupled hydraulic constraints, and large problem size. Existing methods based on discretization are facing the dilemma of solution accuracy and computational efforts. This paper formulates the dynamic water resources planning problem with locational release and annual consumption constraints as a finite-horizon Markov decision process (MDP) with continuous variables, and develops a sensitivity-based approach to optimize the policies. Numerical results based on a practical system on Yellow River in north China demonstrate the effectiveness of the formulation and the efficiency of the new algorithm.

UR - https://www.scopus.com/pages/publications/79953132482

U2 - 10.1109/CDC.2010.5717140

DO - 10.1109/CDC.2010.5717140

M3 - 会议稿件

AN - SCOPUS:79953132482

SN - 9781424477456

T3 - Proceedings of the IEEE Conference on Decision and Control

SP - 3932

EP - 3937

BT - 2010 49th IEEE Conference on Decision and Control, CDC 2010

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 49th IEEE Conference on Decision and Control, CDC 2010

Y2 - 15 December 2010 through 17 December 2010

ER -

Zhao Y, Chen X, Jia QS, Guan X, Wang H. Dynamic water resources planning with locational release and annual consumption constraints. In 2010 49th IEEE Conference on Decision and Control, CDC 2010. Institute of Electrical and Electronics Engineers Inc. 2010. p. 3932-3937. 5717140. (Proceedings of the IEEE Conference on Decision and Control). doi: 10.1109/CDC.2010.5717140

Dynamic water resources planning with locational release and annual consumption constraints

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