000			03153nam a2200421 4500
005			20260817163018.0
008			270898 th eng
035			_a.b10089998
099		9	_aAIT Thesis no. CA-85-7
100	1		_aLee, Shyh-tsai
245	1	0	_aApplications of Kalman filter techniques in river forecasting
260			_aBangkok : _bAsian Institute of Technology, _c1985
300			_a78 p.
490	1		_aThesis ; _vno. CA-85-7
500			_aA thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering, School of Engineering and Technology
502			_aThesis (M.Eng.) - Asian Institute of Technology, 1985
520			_aIn recent year, Kalman filter techniques have been extensively developed and widely used in many hydrologic forecasting applications. In this study, three useful algorithms of Kalman filter were considered and their forecasting performances were compared. From several runs, it was found that a more complicated and generalized algorithm did not seem to perform better than a simple one. Therefore, a very simple algorithm was adopted throughout the work. The applications considered here involve forecasting of flood flows and forecasting of daily discharge. In the first case, trial-and-error procedures were used to arrive at suitable models which are very simple in its structure. In the second case, an extension of the Linear perturbation (or Hybrid) Model was proposed, where the departure (from the daily mean, or harmonic mean, ) of daily river discharge was linearly regressed upon its past values and past values of the departure of daily rainfall. For all the stations considered, This proposed model produced very good forecasts which were much better than those provided by the original Linear Perturbation Model. It was also found that Kalman filter techniques were not really needed in forecasting daily discharge at these stations.
650		0	_aKalman filtering
650		0	_aHydrological forecasting
700	1		_aHuynh, Ngoc Phien, _eChairperson
700	0		_aKanchit Malaivongs, _eExamination Committee
700	1		_aGupta, Ashim Das, _eExamination Committee
710	2		_aRepublic of China, _eScholarship Donor
810	2		_aAsian Institute of Technology. _tThesis ; _vno. CA-85-7
856			_3Full-Text _uhttp://203.159.5.9/ait-thesis/detail.php?q=B19973
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909			_aBarcode : 30050003147443 _bCREATED : 1994-05-16 _cRECORD # : i10096498 _dLPATRON : 0 _eLCHKIN : - _f# RENEWALS : 0 _g# OVERDUE : 0 _hIUSE3 : 0 _iTOT CHKOUT : 0 _jTOT RENEW : 0
909			_aBarcode : 30050004291984 _bCREATED : 1994-05-16 _cRECORD # : i10096504 _dLPATRON : 1014649 _eLCHKIN : 2001-01-13 _f# RENEWALS : 0 _g# OVERDUE : 0 _hIUSE3 : 0 _iTOT CHKOUT : 1 _jTOT RENEW : 0
909			_aBarcode : 30050160064795 _bCREATED : 2016-03-06 _cRECORD # : i13017111 _dLPATRON : 0 _eLCHKIN : - _f# RENEWALS : 0 _g# OVERDUE : 0 _hIUSE3 : 0 _iTOT CHKOUT : 0 _jTOT RENEW : 0
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