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	题名	作者	年代	出处	被引量
1	Support vector regression modeling in recursive just-in-time learning framework for adaptive soft sensing of naphtha boiling point in crude distillation unit显示文摘Prediction of primary quality variables in real time with adaptation capability for varying process conditions is a critical task in process industries.This article focuses on the development of non-linear adaptive soft sensors for prediction of naphtha initial boiling point(IBP)and end boiling point(EBP)in crude distillation unit.In this work,adaptive inferential sensors with linear and non-linear local models are reported based on recursive just in time learning(JITL)approach.The different types of local models designed are locally weighted regression(LWR),multiple linear regression(MLR),partial least squares regression(PLS)and support vector regression(SVR).In addition to model development,the effect of relevant dataset size on model prediction accuracy and model computation time is also investigated.Results show that the JITL model based on support vector regression with iterative single data algorithm optimization(ISDA)local model(JITL-SVR:ISDA)yielded best prediction accuracy in reasonable computation time.	Venkata Vijayan S Hare Krishna Mohanta Ajaya Kumar Pani	2021	Petroleum Science2021，18，4：	3
2	Management of water resources for quality and quantity 显示文摘	Vijayan G Nathan N S Subramanian R S	1999	Journal of Indian Water Works Association1999，，：	2
3	Study of Two Phase Thermal Stratifica tion in Cylindrical Vessels: CFD Simulations and PIV Measurements显示文摘	Mayurkumar S Gandhi Jyeshtharaj B Joshi Pallippat tu K Vijayan	2013	Chemical Engineering Science2013，，98：	1
4	STUDY OF HEAVY METALS IN WHEAT AND PADDY GRAINS显示文摘	BEHERA S N TRIPATHY P S M	1999	International Journal of PIXE1999，9，34：	1
5	Associationof dopamine receptor polymorphisms with schizophrenia and antip-sychotic response in a South Indian population 显示文摘	VIJAYAN NN BHASKARAN S KOSHY LV	2007	Behavioral andBrain Function2007，3，：	1
6	Association of dopamine receptor polymorphisms with schizophrenia and antipsychotic response in a South Indian population显示文摘	Vijayan NN Bhaskaran S Koshy LV	2007	Behav Brain Funct2007，3，：	1
7	A New Approach for Nonlinear Distortion Correction in Endoscopic Images显示文摘	Vijayan Asari K Kumar S Radhakrishnan D	1999	IEEE Trans on Medical Imaging1999，18，4：	1
8	Spatial and temporal characteristics of a vacuum-arc rail-gun plasma显示文摘	Roychowdhury P Vijayan T Iyengar S T	1997	Journal of Applied Physics1997，82，4：	1
9	Two-phase natural convection: CFD simulations and PIV measurement 显示文摘	Gandhi M S Sathe M J Joshi J B Vijayan P K	2011	Chemical Engineering Science2011，66，14：	1
10	I-superfamily conotoxins: sequence and structure analysis显示文摘	MONDAL S VIJAYAN R SHICHINA K	2005	In Silico Biol2005，5，：	1
11	Optimization and charaterization of repaglinide biodegradable polymeric nanop- article loaded transdermal patchs: In vitro and in vivo studies 显示文摘	Vijayan V Reddy KR Sakthivel S	2013	Colloids Surf B Biointerfaces2013，111，1：	1
12	High stocking density alters the energy metabolism of brook chair, Salvelinusfontinalis显示文摘	VIJAYAN M M BALLANTYNE J S LEATHERLAND J F	1990	Aquaculture1990，88，：	1
13	Friction and wear of PTFE-a review显示文摘	BISWAS S K VIJAYAN K	1992	Wear1992，158，：	1
14	Effect of Salt on the Structure of Middle Phase Microemulsions Using the Spin-Label Technique显示文摘	Ramachandran C Vijayan S Shah D O	1980	J Phys Chem1980，84，12：	1
15	Friction and wear of PTFE_a re-view 显示文摘	BISWAS S K VIJAYAN K	1992	Wear1992，158，12：	1
16	2013, Studies on mechanization of planting of sugarcane bud chip settlings raised in Portrays显示文摘	Ravindra N Annamalai S J K Vijayan Nair N Rajendra Prasad N	2013	Sugar Tech2013，15，1：	1
17	Influence of machining parameters and new namo-coated tool on drilling performance of CFRP/Aluminum sandwich显示文摘	Redouane Z Vijayan K Belkacem S A	2012	Composites:Part B Engineering2012，43，3：	1
18	Centralized power control in cellular radio system 显示文摘	GRANDHI S A VIJAYAN R GOODMAN D J	1993	IEEE Trans on Veh Technol1993，42，4：	1
19	Use of irradiated autologous bone in joint sparing endoprosthetic femoral replacement tumor surgery显示文摘	Vijayan S Bartlett W Lee R		0，，02：	1
20	MVA recombinants ex- pressing the fusion and hemagglutinin genes of PPRV protects goats a- gainst virulent challenge 显示文摘	Chandran D Reddy K B Vijayan S P	2010	Indian Journal of Microbiology2010，50，3：	1

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