Applications of kalman filtering techniques in the operation of hydropower systems (Record no. 7020)

MARC details
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005 - DATE AND TIME OF LATEST TRANSACTION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 280998s1987 th r 0000|0 eng d
035 ## - SYSTEM CONTROL NUMBER
System control number .b10090010
099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC)
Classification number AIT Thesis no.ET-87-4
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Chen, Xinhua
245 10 - TITLE STATEMENT
Title Applications of kalman filtering techniques in the operation of hydropower systems
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Bangkok :
Name of publisher, distributor, etc. Asian Institute of Technology,
Date of publication, distribution, etc. 1987
300 ## - PHYSICAL DESCRIPTION
Extent 75, 18 p.
490 1# - SERIES STATEMENT
Series statement Thesis ;
Volume/sequential designation no. ET-87-4
500 ## - GENERAL NOTE
General note A thesis submitter in partial fulfillment of the requirements for the degree of Master of Science, School of Environment, Resources and Development
502 ## - DISSERTATION NOTE
Dissertation note Thesis (M.Sc.) - Asian Institute of Technology, 1987
520 ## - SUMMARY, ETC.
Summary, etc. This paper studies the application of the Kalman filtering technique to the operation of hydropower systems in the following three aspects: daily river flow forecasting; weekly and monthly power generation forecasting 1 and hourly load forecasting. The procedures for method for estimating measurement variance R the study followed these the three aspects of application and of the system noise covariance Q of the Kalman filter were proposed, procedures and method. the and and In the case of CILI hydropower system, the study found that the application of Kalman filtering technique improves the performance of the fixed parameter model for daily flow forecasting in some cases; It is very useful for power generation forecasting for a runoff hydropower station with a known value of river inflow in a period; And it significantly improves the forecasting accuracy of hourly load forecasting compared with the fixed parameter models. In the second aspect of the study, the models of weekly and monthly river inflow and power generation for CA-AN runoff hydropower station were constructed, and the application of the Kalman filtering technique to these models improved the accuracy of power generation forecasting.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Kalman filtering
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Hydroelectric power plants
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Lucas, N.J.D.,
Relator term Chairperson
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Chateau, Bertrand,
Relator term Examination Committee
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Frausum, Yves G. Van,
Relator term Examination Committee
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Exell, Robert H.B.,
Relator term Examination Committee
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element The Commission of European Community(CEC),
Relator term Scholarship Donor
810 2# - SERIES ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element Asian Institute of Technology.
Title of a work Thesis ;
Volume/sequential designation no. ET-87-4
856 ## - ELECTRONIC LOCATION AND ACCESS
Materials specified Full-Text
Uniform Resource Identifier <a href="http://203.159.5.9/ait-thesis/detail.php?q=B19178">http://203.159.5.9/ait-thesis/detail.php?q=B19178</a>
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998 ## - LOCAL CONTROL INFORMATION (RLIN)
Operator's initials, OID (RLIN) 2
Cataloger's initials, CIN (RLIN) 951012
First date, FD (RLIN) m
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945 ## - LOCAL PROCESSING INFORMATION (OCLC)
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945 ## - LOCAL PROCESSING INFORMATION (OCLC)
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942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type 22-AIT Thesis (Replacement)
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type 40-Archives
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      Available for Loans Asian Institute of Technology Library Asian Institute of Technology Library AIT Publications 17/08/2026 50.00   AIT Thesis no.ET-87-4 30050120678353 17/08/2026 3 17/08/2026 22-AIT Thesis (Replacement)
      Available for Loans Asian Institute of Technology Library Asian Institute of Technology Library Archives 17/08/2026     AIT Thesis no.ET-87-4 30050120353007 17/08/2026   17/08/2026 40-Archives
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