東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

FindBook

Google Book

Amazon

博客來

Fault Detection in an Interconnected Water Tank System Using Particle Filter.

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Fault Detection in an Interconnected Water Tank System Using Particle Filter./
作者:	Hu, Lejun.
出版者:	Ann Arbor : ProQuest Dissertations & Theses, : 2021,
面頁冊數:	231 p.
附註:	Source: Dissertations Abstracts International, Volume: 82-08, Section: B.
Contained By:	Dissertations Abstracts International82-08B.
標題:	Electrical engineering. -
電子資源:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=28258230
ISBN:	9798569981625

Fault Detection in an Interconnected Water Tank System Using Particle Filter.
Hu, Lejun.

Fault Detection in an Interconnected Water Tank System Using Particle Filter. - Ann Arbor : ProQuest Dissertations & Theses, 2021 - 231 p.

Source: Dissertations Abstracts International, Volume: 82-08, Section: B.

Thesis (Ph.D.)--University of Massachusetts Lowell, 2021.

This item must not be sold to any third party vendors.

In this thesis, the problem of fault detection in an interconnected water tank system using a particle ﬁlter is investigated. The objective of the work is to use the particle ﬁlter to detect the time of leakage faults occurring in an interconnected water tank system. A physical three tank system is built using commercial oﬀ the shelf components. Water ﬂows into the system from a sump via two pumps, and ﬂows between the tanks through linking tubes at the bottom of each tank. Leakage faults can be induced by opening a leakage tube at the bottom of a tank. A mathematical model is built to capture the dynamics of normal and faulty behaviour. The height of water in each tank is measured using pressure sensors. The Particle ﬁlter compares water height measurements to model predictions to determine if the system is operating normally or if a fault has occurred. The particle ﬁlter can correctly detect the time of one or two fault occurrences in the system at most 8 seconds after a fault occurs. Also, this thesis investigates the eﬀect that time delayed measurement data and incipient leakage fault have on the fault detection performance of the particle ﬁlter.

ISBN: 9798569981625Subjects--Topical Terms:

649834
Electrical engineering.
Subjects--Index Terms:

Cyber-physical systems

Fault Detection in an Interconnected Water Tank System Using Particle Filter.
LDR:02366nmm a2200385 4500 001 2342080
005 20211209144635.5
008 241004s2021 ||||||||||||||||| ||eng d
020 $a 9798569981625
035 $a (MiAaPQ)AAI28258230
035 $a AAI28258230
040 $a MiAaPQ $c MiAaPQ
100 1 $a Hu, Lejun. $3 3680384
245 1 0 $a Fault Detection in an Interconnected Water Tank System Using Particle Filter.
260 1 $a Ann Arbor : $b ProQuest Dissertations & Theses, $c 2021
300 $a 231 p.
500 $a Source: Dissertations Abstracts International, Volume: 82-08, Section: B.
500 $a Advisor: Thompson, Charles.
502 $a Thesis (Ph.D.)--University of Massachusetts Lowell, 2021.
506 $a This item must not be sold to any third party vendors.
520 $a In this thesis, the problem of fault detection in an interconnected water tank system using a particle ﬁlter is investigated. The objective of the work is to use the particle ﬁlter to detect the time of leakage faults occurring in an interconnected water tank system. A physical three tank system is built using commercial oﬀ the shelf components. Water ﬂows into the system from a sump via two pumps, and ﬂows between the tanks through linking tubes at the bottom of each tank. Leakage faults can be induced by opening a leakage tube at the bottom of a tank. A mathematical model is built to capture the dynamics of normal and faulty behaviour. The height of water in each tank is measured using pressure sensors. The Particle ﬁlter compares water height measurements to model predictions to determine if the system is operating normally or if a fault has occurred. The particle ﬁlter can correctly detect the time of one or two fault occurrences in the system at most 8 seconds after a fault occurs. Also, this thesis investigates the eﬀect that time delayed measurement data and incipient leakage fault have on the fault detection performance of the particle ﬁlter.
590 $a School code: 0111.
650 4 $a Electrical engineering. $3 649834
650 4 $a Materials science. $3 543314
650 4 $a Systems science. $3 3168411
650 4 $a Particle physics. $3 3433269
650 4 $a Information science. $3 554358
650 4 $a Water resources management. $3 794747
653 $a Cyber-physical systems
653 $a Particle filter
653 $a State estimation
690 $a 0544
690 $a 0794
690 $a 0723
690 $a 0798
690 $a 0595
690 $a 0790
710 2 $a University of Massachusetts Lowell. $b Electrical Engineering. $3 3541071
773 0 $t Dissertations Abstracts International $g 82-08B.
790 $a 0111
791 $a Ph.D.
792 $a 2021
793 $a English
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=28258230