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Optimization for Microbial Degumming of Ramie with Bacillus subtilis DZ_(5) in Submerged Fermentation by Orthogonal Array Design and Response Surface Methodology
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作者 刘芬 陈杨栋 +2 位作者 朱鹏 曹张军 张兴群 《Journal of Donghua University(English Edition)》 CAS 2023年第5期475-481,共7页
As a kind of natural fiber,ramie fiber has distinctive advantages in textile application,but the application is limited due to the traditional degumming mode.Compared with the traditional degumming process,the microbi... As a kind of natural fiber,ramie fiber has distinctive advantages in textile application,but the application is limited due to the traditional degumming mode.Compared with the traditional degumming process,the microbial degumming process has many advantages.To obtain the optimal conditions for degumming ramie with Bacillus subtilis DZ_(5)(BS DZ_(5)),a combined statistical approach of orthogonal array design(OAD)and response surface methodology(RSM)was used.The influences of initial pH of the bacteria medium,culture temperature,shaking speed,degumming time and inoculum size on submerged fermentation degumming were evaluated by using fractional factorial design.The main factors in the analysis were culture temperature,shaking speed and initial pH.The residual gum mass fraction was used as the optimization index,and the optimal conditions for degumming were determined by central composite design and RSM.Thus with only a limited number of experiments,an optimal ramie microbial degumming condition was found as the culture temperature of 40℃,the initial pH in the culture medium of 8.5,the shaking speed of 205 r/min,the degumming time of 96 h and the inoculum size of 5%.After microbial degumming of ramie under the optimal conditions,there was only 10.6%residual gum by mass in the fiber.In addition,the effective degumming of BS DZ_(5)was also confirmed by a scanning electron microscope(SEM). 展开更多
关键词 microbial degumming OPTIMIZATION RAMIE orthogonal array design(oad) response surface methodology(RSM)
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Optimization by orthogonal array design of ion-pair HPLC separation of the enzymatic hydrolysis products of yeast RNA 被引量:3
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作者 Jie Hua Ke Long Huang 《Chinese Chemical Letters》 SCIE CAS CSCD 2010年第12期1453-1456,共4页
The separation of enzymatic hydrolysis products of yeast RNA by ion-pair HPLC was studied.A modified chromatographic response function(MCRF) was proposed to appraise the effectiveness of chromatographic separation.T... The separation of enzymatic hydrolysis products of yeast RNA by ion-pair HPLC was studied.A modified chromatographic response function(MCRF) was proposed to appraise the effectiveness of chromatographic separation.This function takes the number of peaks,resolution and the retention time of the last peak into consideration.It shows advantages for optimization of HPLC separation of complex mixtures.An orthogonal array design was used to separate the hydrolysate of yeast RNA and the optimal chromatographic conditions were obtained. 展开更多
关键词 Chromatographic response function orthogonal array design 5'-Phosphodiesterase Barley roots NUCLEOTIDES
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Objective array design for three-dimensional temperature and salinity observation:Application to the South China Sea
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作者 Mengxue Qu Zexun Wei +2 位作者 Yanfeng Wang Yonggang Wang Tengfei Xu 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2022年第7期65-77,共13页
In this study,a moored array optimization tool(MAOT)was developed and applied to the South China Sea(SCS)with a focus on three-dimensional temperature and salinity observations.Application of the MAOT involves two ste... In this study,a moored array optimization tool(MAOT)was developed and applied to the South China Sea(SCS)with a focus on three-dimensional temperature and salinity observations.Application of the MAOT involves two steps:(1)deriving a set of optimal arrays that are independent of each other for different variables at different depths based on an empirical orthogonal function method,and(2)consolidating these arrays using a K-center clustering algorithm.Compared with the assumed initial array consisting of 17 mooring sites located on a 3°×3°horizontal grid,the consolidated array improved the observing ability for three-dimensional temperature and salinity in the SCS with optimization efficiencies of 19.03%and 21.38%,respectively.Experiments with an increased number of moored sites showed that the most cost-effective option is a total of 20 moorings,improving the observing ability with optimization efficiencies up to 26.54%for temperature and 27.25%for salinity.The design of an objective array relies on the ocean phenomenon of interest and its spatial and temporal scales.In this study,we focus on basin-scale variations in temperature and salinity in the SCS,and thus our consolidated array may not well resolve mesoscale processes.The MAOT can be extended to include other variables and multi-scale variability and can be applied to other regions. 展开更多
关键词 optimal array design observation system simulation experiment South China Sea empirical orthogonal function K-center clustering
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Optimization of Supercritical Fluid Extraction and Rapid Resolution LC-MS/ESI Identification of Chromones from Saposhnikoviae Radix through Orthogonal Array Design 被引量:4
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作者 Zhong-ming Han Xue Wang +3 位作者 Miao-miao Xu Yun-he Wang Li-min Yang Mei Han 《Chinese Herbal Medicines》 CAS 2016年第4期314-322,共9页
Objective To establish a rapid and effective supercritical fluid extraction(SFE) and rapid resolution liquid chromatography method coupled with diode-array detector(RRLC-DAD) to quantify the chromones in a species... Objective To establish a rapid and effective supercritical fluid extraction(SFE) and rapid resolution liquid chromatography method coupled with diode-array detector(RRLC-DAD) to quantify the chromones in a species. Methods The effects of four parameters including ethanol concentration(50%-90%), pressure(25-45 MPa), temperature(40-60 ℃), and time(30-90 min) on the chromones yields, namely prim-O-glucosylcimifugin, cimifugin, 5-O-methylvisammioside, and sec-O-glucosylhamaudol, were investigated using SFE system with orthogonal array design(OAD). Furthermore, the extracts were analyzed using rapid resolution liquid chromatography coupled with diode-array detector(RRLC-DAD) system to confirm the results. Results Under the optimized conditions, i.e., 35 MPa of pressure, 60 ℃ of temperature, 70% ethanol, and 60 min of time, the yields of prim-O-glucosylcimifugin, cimifugin, 5-O-methylvisammioside, sec-O-glucosylhamaudol, and total chromones were 3.514, 0.132, 6.242, 0.342, and 10.231 mg/g, respectively. In comparison with ultrasonic assisted extraction(UAE), SFE was able to yield a 20.7% increase in the total chromones from Saposhnikoviae Radix. Conclusion SFE is an alternative and promising method to extract chromones from this species, and the established RRLC-DAD method could serve as a rapid and effective method for the identification of chromones from Saposhnikoviae Radix. 展开更多
关键词 orthogonal array design RRLC Saposhnikoviae Radix supercritical fluid extraction
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Construction of Optimal Mixed-Level Uniform Designs
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作者 CHATTERJEE Kashinath LIU Min-Qian +1 位作者 QIN Hong YANG Liuqing 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2024年第2期841-862,共22页
The theory of uniform design has received increasing interest because of its wide application in the field of computer experiments.The generalized discrete discrepancy is proposed to evaluate the uniformity of the mix... The theory of uniform design has received increasing interest because of its wide application in the field of computer experiments.The generalized discrete discrepancy is proposed to evaluate the uniformity of the mixed-level factorial design.In this paper,the authors give a lower bound of the generalized discrete discrepancy and provide some construction methods of optimal mixed-level uniform designs which can achieve this lower bound.These methods are all deterministic construction methods which can avoid the complexity of stochastic algorithms.Both saturated mixed-level uniform designs and supersaturated mixed-level uniform designs can be obtained with these methods.Moreover,the resulting designs are also χ^(2)-optimal and minimum moment aberration designs. 展开更多
关键词 Generalized discrete discrepancy Hadamard matrix mixed-level design orthogonal array supersaturated design
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正交设计与均匀设计的初步比较 被引量:21
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作者 夏之宁 谌其亭 +1 位作者 穆小静 李志良 《重庆大学学报(自然科学版)》 EI CAS CSCD 1999年第5期112-117,共6页
系统研究了试验设计与优化及其在化学中的应用。对广用的正交设计与新颖的均匀设计进行了初步比较,通过有关优化效率及试验次数的比较,指出两者各自的优缺点。作为一项方法或技术,试验设计与优化及其推广应用是项重要工作,宜取长补... 系统研究了试验设计与优化及其在化学中的应用。对广用的正交设计与新颖的均匀设计进行了初步比较,通过有关优化效率及试验次数的比较,指出两者各自的优缺点。作为一项方法或技术,试验设计与优化及其推广应用是项重要工作,宜取长补短,相互促进。 展开更多
关键词 试验设计 优化 正交设计 均匀设计 均衡分散
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火龙果砧木与接穗参数的研究 被引量:2
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作者 戴宏芬 李俊成 +1 位作者 潘玉珠 孙清明 《广东农业科学》 CAS 2021年第1期79-86,共8页
【目的】探究火龙果嫁接技术中砧木与接穗选择的具体参数,以提高嫁接成活率和出芽速度,完善火龙果嫁接技术。【方法】以红水晶6号火龙果为试材,砧木取自不同长度的老熟或绿熟茎蔓,选取砧木在茎蔓中相对位置(砧位)、嫁接方法、接穗芽数... 【目的】探究火龙果嫁接技术中砧木与接穗选择的具体参数,以提高嫁接成活率和出芽速度,完善火龙果嫁接技术。【方法】以红水晶6号火龙果为试材,砧木取自不同长度的老熟或绿熟茎蔓,选取砧木在茎蔓中相对位置(砧位)、嫁接方法、接穗芽数、接穗成熟度等因素,采用混合正交或正交设计进行嫁接试验;根据接穗是否萌芽、出芽时间等分别对砧木长度、质量、砧木质量/长度比、砧木周长、接穗长度等砧穗参数进行多元方差分析。【结果】老熟和绿熟的短茎蔓(可切分两根砧木)嫁接成活率较高,分别为75.0%和87.5%;老熟的长茎蔓(可切分3根砧木)不宜选用单芽接穗;绿熟长茎蔓的中段不宜用做砧木;砧木偏长、砧木质量/长度比较低、成熟度偏嫩、接穗偏长有利于嫁接成活,当砧木较短、较粗、较重、砧木质量/长度比较高、成熟度偏老时接穗萌芽较晚甚至不能萌芽。【结论】初步确定红水晶6号砧木嫁接的基本原则,选取1~2年生茎蔓,优先使用绿熟茎蔓,但避免使用绿熟长茎蔓中段为砧木,砧木长度不低于40 cm,选取生长点附近充实成熟的茎段为接穗,从顶部开始截取接穗进行嫁接,接穗含2芽且长度不低于3 cm,使用平接法为主,嫁接成活率达81.2%,生产实用性较好,对火龙果苗木繁育生产具有参考意义。 展开更多
关键词 火龙果 嫁接 砧木 接穗 成熟度 正交设计
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A Class of Key Predistribution Schemes Based on Orthogonal Arrays 被引量:1
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作者 董军武 裴定一 王学理 《Journal of Computer Science & Technology》 SCIE EI CSCD 2008年第5期825-831,共7页
Pairwise key establishment is a fundamental security service in sensor networks; it enables sensor nodes to communicate securely with each other using cryptographic techniques. In order to ensure this security, many a... Pairwise key establishment is a fundamental security service in sensor networks; it enables sensor nodes to communicate securely with each other using cryptographic techniques. In order to ensure this security, many approaches have been proposed recently. One of them is to use key predistribution schemes (KPSs) by means of combinatorial designs. In this paper, we use the Bush's construction of orthogonal arrays to present a class of key predistribution schemes for distributed sensor networks. The secure connectivity and resilience of the resulting sensor network are analyzed. This KPS constructed in our paper has some better properties than those of the existing schemes. 展开更多
关键词 sensor network key predistribution scheme combinatorial design orthogonal array Bush's construction
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Influence of Co, W and Ti on the Stress-rupture Lives of a Single Crystal Nickel-base Superalloy 被引量:1
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作者 Dayun YANG Tao JIN Nairen ZHAO Zhihui WANG Xiaofeng SUN Hengrong GUAN Zhuangqi HU 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2006年第2期169-172,共4页
The influence of Co, W and Ti on stress-rupture lives of a Ni-Cr-AI-Mo-Ta-Co-W-Ti single crystal nickel-base superalloy has been investigated using a L9 (34) orthogonal array design (OAD) by statistical analysis. ... The influence of Co, W and Ti on stress-rupture lives of a Ni-Cr-AI-Mo-Ta-Co-W-Ti single crystal nickel-base superalloy has been investigated using a L9 (34) orthogonal array design (OAD) by statistical analysis. At a selected composition range, Ti content was the most important factor to the effect of the stress-rupture lives and then followed by Co content. W content had the minimum effect on stress-rupture lives. The optimal alloy should contain 10 wt pct Co, 8 wt pct W and zero Ti. The optimized alloy also had good microstructural stability during thermal exposure at 870℃ for 500 h. 展开更多
关键词 Nickel-base single crystal superalloy orthogonal array design STRESS-RUPTURE
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A SURVEY OF ORTHOGONAL ARRAYS OF STRENGTH TWO 被引量:1
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作者 刘璋温 井淑夫 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 1995年第3期308-317,共10页
The purpose of this paper is to survey the construction of orthogonal arrays of strength two by using difference sets. Some methods for constructing difference set D(2p.2p,p,2), where p is a prime or a prime power, ar... The purpose of this paper is to survey the construction of orthogonal arrays of strength two by using difference sets. Some methods for constructing difference set D(2p.2p,p,2), where p is a prime or a prime power, are given. It is shown that the Kronecker sum of a difference set D(λ1p, k1, p, 2) and an orthogonal array(λ2p2, k2, p, 2) leads to another orthogonal array (λ1λ2p3 .k1k2+1 ,p, 2). This enables us to construct orthogonal arrays[2p(n+1)、1+2(p+p2 +…+pn),p,2],[4p(n+2),1+2p+4(p2+p3+…+p(n+1)),p, 2],and [8p(n+3),1+2P+4p2+8(p3+p4+…+p(n+2)),p,2]where p is a prime or a prime power. 展开更多
关键词 orthogonal array difference set kronecker sum affine resolvable BIB design
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Constructing orthogonal fractional factorial designs with the same confounding structure
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作者 Wang, ZJ Zhang, RC 《Chinese Science Bulletin》 SCIE EI CAS 1997年第7期545-548,共4页
ORTHOGONAL arrays (OAs) have important applications to many fields. A lot of OAs and their construction methods have been introduced in the experimental design literature (for example, Box, Hunter and Dey). These OAs ... ORTHOGONAL arrays (OAs) have important applications to many fields. A lot of OAs and their construction methods have been introduced in the experimental design literature (for example, Box, Hunter and Dey). These OAs are used for an experimenter to choose in practice. 展开更多
关键词 cosei defining CONTRAST FACTORIAL design infeasible factor-level combination orthogonal array.
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Column-orthogonal designs with multi-dimensional stratifications
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作者 Xue Yang Jian-Feng Yang +1 位作者 Min-Qian Liu Qi Zhou 《Science China Mathematics》 SCIE CSCD 2021年第6期1291-1304,共14页
The orthogonal Latin hypercube design and its relaxation,and column-orthogonal design,are two kinds of orthogonal designs for computer experiments.However,they usually do not achieve maximum stratifications in multi-d... The orthogonal Latin hypercube design and its relaxation,and column-orthogonal design,are two kinds of orthogonal designs for computer experiments.However,they usually do not achieve maximum stratifications in multi-dimensional margins.In this paper,we propose some methods to construct column-orthogonal designs with multi-dimensional stratifications by rotating symmetric and asymmetric orthogonal arrays.The newly constructed column-orthogonal designs ensure that the estimates of all linear effects are uncorrelated with each other and even uncorrelated with the estimates of all second-order effects(quadratic effects and bilinear effects)when the rotated orthogonal arrays have strength larger than two.Besides orthogonality,the resulting designs also preserve better space-filling properties than those constructed by using the existing methods.In addition,we provide a method to construct a new class of orthogonal Latin hypercube designs with multi-dimensional stratifications by rotating regular factorial designs.Some newly constructed orthogonal Latin hypercube designs are tabulated for practical use. 展开更多
关键词 computer experiment Latin hypercube design orthogonal array orthogonalITY rotation matrix
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Some results on resolvable incomplete block designs 被引量:3
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作者 LIU Minqian & FANG Kaitai Department of Statistics, Nankai University, Tianjin 300071, China Department of Mathematics, Hong Kong Baptist University, Hong Kong, China 《Science China Mathematics》 SCIE 2005年第4期503-512,共10页
This paper is concerned with the uniformity of a certain kind of resolvable incomplete block (RIB for simplicity) design which is called the PRIB design here. A sufficient and necessary condition is obtained, under wh... This paper is concerned with the uniformity of a certain kind of resolvable incomplete block (RIB for simplicity) design which is called the PRIB design here. A sufficient and necessary condition is obtained, under which a PRIB design is the most uniform in the sense of a discrete discrepancy measure, and the uniform PRIB design is shown to be connected. A construction method for such designs via a kind of U-type designs is proposed, and an existence result of these designs is given. This method sets up an important bridge between PRIB designs and U-type designs. 展开更多
关键词 BLOCK design discrepancy orthogonal array supersaturated design U-type design.
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Selecting baseline designs using a minimum aberration criterion when some two-factor interactions are important
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作者 Anqi Chen Cheng-Yu Sun Boxin Tang 《Statistical Theory and Related Fields》 2021年第2期95-101,共7页
This article considers the problem of selecting two-level designs under the baseline parameterisation when some two-factor interactions are important.We propose a minimum aberration criterion,which minimises the bias ... This article considers the problem of selecting two-level designs under the baseline parameterisation when some two-factor interactions are important.We propose a minimum aberration criterion,which minimises the bias caused by the non-negligible effects.Using this criterion,a class of optimal designs can be further distinguished from one another,and we present an algorithm to find the minimum aberration designs among the D-optimal designs.Sixteen-run and twenty-run designs are summarised for practical use. 展开更多
关键词 Efficiency criterion fractional factorial design isomorphic design isomorphic model orthogonal array robust parameter design
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Super-simple (5, 4)-GDDs of group type g^u
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作者 Guangzhou CHEN Kejun CHEN Yong ZHANG 《Frontiers of Mathematics in China》 SCIE CSCD 2014年第5期1001-1018,共18页
In statistical planning of experiments, super-simple designs are the ones providing samples with maximum intersection as small as possible. Super- simple group divisible designs are useful in constructing other types ... In statistical planning of experiments, super-simple designs are the ones providing samples with maximum intersection as small as possible. Super- simple group divisible designs are useful in constructing other types of super- simple designs which can be applied to codes and designs. In this article, the existence of a super-simple (5, 4)-GDD of group type gU is investigated and it is shown that such a design exists if and only if u ≥ 5, g(u - 2) ≥ 12, and u(u - 1)g^2≡ 0 (mod 5) with some possible exceptions. 展开更多
关键词 Super-simple design group divisible design (GDD) balancedincomplete block design orthogonal array completely reducible
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