Development of web-based supporting tools for generic diagnostic reservoir operation

Li, Donghui

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https://hdl.handle.net/2142/108708 Copy

Description

Title

Development of web-based supporting tools for generic diagnostic reservoir operation

Author(s)

Li, Donghui

Issue Date

2020-07-20

Director of Research (if dissertation) or Advisor (if thesis)

Cai, Ximing

Department of Study

Civil & Environmental Eng

Discipline

Environ Engr in Civil Engr

Degree Granting Institution

University of Illinois at Urbana-Champaign

Degree Name

M.S.

Degree Level

Thesis

Date of Ingest

2020-10-07T22:49:59Z

Keyword(s)

• Web-based tools
• Diagnostic reservoir operation

Abstract

Research in the field of reservoir operation has been conducted for decades, ending with numerous numerical simulation and optimization models. However, few models are adopted in real-world applications due to enormous complexity and high computational burden requited by these models. Analytical optimization studies and data-based models have been receiving attention as a complement to numerical models, and the cloud-computing technology is increasingly adopted in building decision support systems to make academic advances accessible to practitioners. In this thesis, a web-based support system for reservoir operation, named diagnostic generic reservoir operation tools (DROT), is developed and deployed for public access. DROT implements generic rules and algorithms derived from analytical studies and general data mining techniques, and provides diagnostic information for a particular reservoir operation problem. In addition, auxiliary functionalities including historical operation data retrieval from public databases and interactive data visualization are also provided within DROT. The operation tools implemented in the current version of DROT are based on several existing publications, and can be used for multiple purposes, such as determining hedge release for water supply reservoir, improving use of forecast information in reservoir operation, and selecting most relevant variables in modeling water resources systems. Besides, the algorithm for operating multi-reservoirs system is also available within DROT. The demonstration of DROT for practical operation cases is provided using synthetic data or case studies from existing publications.

Graduation Semester

2020-08

Type of Resource

Thesis

Permalink

http://hdl.handle.net/2142/108708

Copyright and License Information

Copyright 2020 Donghui Li

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