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Parameter Identification of Wiener Models by Multi-innovation Algorithms
Jian Yao,Yanping Huang,Zhicheng Ji 제어·로봇·시스템학회 2013 International Journal of Control, Automation, and Vol.11 No.6
An output nonlinear Wiener system is rewritten as a standard least squares form by reconstructing the input-output items of its difference equation. Multi-innovation based stochastic gradient (MISG) algorithm and its derivate algorithms are introduced to formulate identification methods of Wiener models. In order to increase the convergence performance of stochastic gradient (SG) algorithm, the scalar innovation in SG algorithm is expanded to an innovation vector which contains more information about input-output data. Furthermore, a proper forgetting factor for SG algorithm is intro-duced to get a faster convergence rates. The comparisons of convergence performance and estimation errors of proposed algorithms are illustrated by two numerical simulation examples.
( Jian Yao ),( Qing Long Chen ),( Guo Xiang Zhong ),( Wen Cao ),( An Yu ),( Yu Huan Liu ) 한국미생물 · 생명공학회 2014 Journal of microbiology and biotechnology Vol.24 No.1
Tannase (Tan410) from a soil metagenomic library was immobilized on different supports, including mesoporous silica SBA-15, chitosan, calcium alginate, and amberlite IRC 50. Entrapment in calcium alginate beads was comparatively found to be the best method and was further characterized. The optimum pH of the immobilized Tan410 was shifted toward neutrality compared with the free enzyme (from pH 6.4 to pH 7.0). The optimum temperature was determined to be 45°C for the immobilized enzyme and 30°C for the free enzyme, respectively. The immobilized enzyme had no loss of activity after 10 cycles, and retained more than 90% of its original activity after storage for 30 days. After immobilization, the enzyme activity was only slightly affected by Hg2+, which completely inhibited the activity of the free enzyme. The immobilized tannase was used to remove 80% of tannins from a green tea infusion on the first treatment. The beads were used for six successive runs resulting in overall hydrolysis of 56% of the tannins.
Design and Analysis of Spider Bionic Flow Field for Proton Exchange Membrane Fuel Cell
Jian Yao,Fayi Ya,Xuejian Pei The Korean Electrochemical Society 2023 Journal of electrochemical science and technology Vol.14 No.1
Proton exchange membrane fuel cell (PEMFC) is a portable and clean power generation device. The structural arrangement of the flow field has a significant influence on the delivery efficiency of PEMFC. In this article, a new bionic flow channel is designed based on the inspiration of a spider shape. The branch channel width and branch corner are studied as the focus, and its simulation is carried out by the method of computational fluid dynamics (CFD). The results show that when channel width/rib width and corner of the branch are 1.5 and 130° , respectively, it is the best numerical combination and the cell comprehensive performance is excellent. The final model using this numerical combination is compared with the traditional flow channel model to verify the advancement of this scheme.
A Comparison of Smart Shading Control Strategies for Better Building Energy Performance
Jian Yao,Bingjie Wang,RongYue Zheng 보안공학연구지원센터 2016 International Journal of Smart Home Vol.10 No.12
The objective of this research is to investigate the energy performance of different smart solar shading control strategies on typical residential buildings in hot summer and cold winter zone of China. Four typical sensor based automatic shading control strategies were analyzed using building simulation tools to optimize indoor thermal and energy performance. It was found that solar radiation based sensor control has a better energy performance than temperature based sensor control with an energy reduction (both cooling and heating) of about 5-10% depending on the type of control strategy. The results indicate that solar based sensor control on solar shades can be widely used in residential and commercial buildings for an improved energy performance.
Jianyao Li,Fang Liu,Jose I. Rojas-Mendez 서울대학교 교육연구소 2013 Asia Pacific Education Review Vol.14 No.3
Previous research studies identified country image as an important variable in international students’ selection of onshore programs, and it is often perceived that there is little difference between onshore and offshore program selection. Looking at a sample of high school students in China and their selections of offshore programs (from a sample program in Australia, the UK, and the US), this study reveals an insignificant influence of country image. Instead, both higher education country image and the local partner institution image significantly influence the students’ selections. The findings also indicate that the effects of attitude toward behavior, subject norm, and perceived behavioral control appear to be more significant than those of the images in most of the analyses. Implications for international educators and marketers of offshore programs are discussed.
Jianyao Shen,Hailiang Ma,Chaoquan Wang 대한생리학회-대한약리학회 2021 The Korean Journal of Physiology & Pharmacology Vol.25 No.6
Myocardial fibrosis (MF) is the result of persistent and repeated aggravation of myocardial ischemia and hypoxia, leading to the gradual development of heart failure of chronic ischemic heart disease. Triptolide (TPL) is identified to be involved in the treatment for MF. This study aims to explore the mechanism of TPL in the treatment of MF. The MF rat model was established, subcutaneously injected with isoproterenol and treated by subcutaneous injection of TPL. The cardiac function of each group was evaluated, including LVEF, LVFS, LVES, and LVED. The expressions of ANP, BNP, inflammatory related factors (IL-1β, IL-18, TNF-α, MCP-1, VCAM- 1), NLRP3 inflammasome factors (NLRP3, ASC) and fibrosis related factors (TGF-β1, COL1, and COL3) in rats were dete cted. H&E staining and Masson staining were used to observe myocardial cell inflammation and fibrosis of rats. Western blot was used to detect the p-P65 and t-P65 levels in nucleoprotein of rat myocardial tissues. LVED and LVES of MF group were significantly upregulated, LVEF and LVFS were significantly downregulated, while TPL treatment reversed these trends; TPL treatment downregulated the tissue injury and improved the pathological damage of MF rats. TPL treatment downregulated the levels of inflammatory factors and fibrosis factors, and inhibited the activation of NLRP3 inflammasome. Activation of NLRP3 inflammasome or NF-κB pathway reversed the effect of TPL on MF. Collectively, TPL inhibited the activation of NLRP3 inflammasome by inhibiting NF-κB pathway, and improved MF in MF rats.
Jianyao Zhu,Jianyi Liu,Zhaorong Zhou,Li Li 한국전자통신연구원 2016 ETRI Journal Vol.38 No.6
This paper addresses the resource allocation (RA) problem in multi-cell cognitive radio networks. Besides the interference power threshold to limit the interference on primary users PUs caused by cognitive users CUs, a proportional fairness constraint is used to guarantee fairness among multiple cognitive cells and the impact of imperfect spectrum sensing is taken into account. Additional constraints in typical real communication scenarios are also considered—such as a transmission power constraint of the cognitive base stations, unique subcarrier allocation to at most one CU, and others. The resulting RA problem belongs to the class of NP-hard problems. A computationally efficient optimal algorithm cannot therefore be found. Consequently, we propose a suboptimal RA algorithm composed of two modules: a subcarrier allocation module implemented by the immune algorithm, and a power control module using an improved sub-gradient method. To further enhance algorithm performance, these two modules are executed successively, and the sequence is repeated twice. We conduct extensive simulation experiments, which demonstrate that our proposed algorithm outperforms existing algorithms.