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Dynamic response surface methodology using Lasso regression for organic pharmaceutical synthesis

Frontiers of Chemical Science and Engineering 2022, Volume 16, Issue 2,   Pages 221-236 doi: 10.1007/s11705-021-2061-y

Abstract: To study the dynamic behavior of a process, time-resolved data are collected at different time instantsa series of experiments, which are usually designed with the design of experiments or the design of dynamicFor utilizing such time-resolved data to model the dynamic behavior, dynamic response surface methodologyextents are modeled instead of the species concentrations, illustrates the versatility of the DRSM methodology

Keywords: data-driven modeling     pharmaceutical organic synthesis     Lasso regression     dynamic response surface methodology    

Development of a combined approach for improvement and optimization of karanja biodiesel using responsesurface methodology and genetic algorithm

Sunil DHINGRA, Gian BHUSHAN, Kashyap Kumar DUBEY

Frontiers in Energy 2013, Volume 7, Issue 4,   Pages 495-505 doi: 10.1007/s11708-013-0267-5

Abstract: This paper described the production of karanja biodiesel using response surface methodology (RSM) and

Keywords: optimization of karanja biodiesel     genetic algorithm (GA)     response surface methodology (RSM)     percentage    

Optimization of the O/HO process with response surface methodology for pretreatment of mother liquor

Frontiers of Environmental Science & Engineering 2021, Volume 15, Issue 4, doi: 10.1007/s11783-020-1371-5

Abstract:

• Real ML-GFW with high salinity and high organics was degraded by O3/H2O2 process.

Keywords: High salinity     High organic matters     Gas field wastewater     O3/H2O2     Responsesurface methodology    

characteristics of a diesel engine operating on different water in diesel emulsion fuels: optimization using responsesurface methodology (RSM)

Seyed Saeed HOSEINI, Mohammad Amin SOBATI

Frontiers in Energy 2019, Volume 13, Issue 4,   Pages 636-657 doi: 10.1007/s11708-019-0646-7

Abstract: hydrophilic-lipophilic balance (HLB) (in the range of 5–8) was examined using Box-Behnken design (BBD) as a subset of responsesurface methodology (RSM).

Keywords: water in diesel emulsion fuel     hydrophilic-lipophilic balance (HLB)     response surface methodology (RSM)    

Optimization of methyl orange removal from aqueous solution by response surface methodology using spent

Liangzhi LI,Xiaolin LI,Ci YAN,Weiqiang GUO,Tianyi YANG,Jiaolong FU,Jiaoyan TANG,Cuiying HU

Frontiers of Environmental Science & Engineering 2014, Volume 8, Issue 4,   Pages 496-502 doi: 10.1007/s11783-013-0578-0

Abstract: Then, the response surface methodology (RSM), based on Box–Behnken design, was employed to obtain the

Keywords: spent tea leaves     adsorption     response surface methodology     methyl orange (MO)    

Removal of malachite green from aqueous solution by sorption on hydrilla verticillata biomass using responsesurface methodology

R. RAJESHKANNAN, N. RAJAMOHAN, M. RAJASIMMAN

Frontiers of Chemical Science and Engineering 2009, Volume 3, Issue 2,   Pages 146-154 doi: 10.1007/s11705-009-0007-x

Abstract: The central composite face-centered experimental design (CFCD) in response surface methodology (RSM)was used for designing the experiments as well as for full response surface estimation.

Keywords: response surface methodology     hydrilla verticillata     malachite green     adsorption     central composite design    

black onto acid-thermal modified sepiolite and optimization of adsorption conditions using Box-Behnken responsesurface methodology

Chengyuan SU, Weiguang LI, Yong WANG

Frontiers of Environmental Science & Engineering 2013, Volume 7, Issue 4,   Pages 503-511 doi: 10.1007/s11783-012-0477-9

Abstract: The three-factor and three-level Box-Behnken response surface methodology (RSM) was utilized for modeling

Keywords: direct fast black     acid-thermal modified sepiolite     adsorption     response surface methodology    

Optimization and modeling of coagulation-flocculation to remove algae and organic matter from surfacewater by response surface methodology

Ziming Zhao, Wenjun Sun, Madhumita B. Ray, Ajay K Ray, Tianyin Huang, Jiabin Chen

Frontiers of Environmental Science & Engineering 2019, Volume 13, Issue 5, doi: 10.1007/s11783-019-1159-7

Abstract: Optimal coagulation conditions were studied by response surface methodology.absorbance at 254 nm (UV254) was investigated systematically by central composite design (CCD) using responsesurface methodology (RSM).Analysis of variance (ANOVA) was performed to test the significance of the response surface models.The results proposed a valuable reference for the treatment of algae-laden surface water in practical

Keywords: Algae     Coagulation-flocculation     Response surface methodology     Artificial neural networks    

Wastewater-nitrogen removal using polylactic acid/starch as carbon source: Optimization of operating parameters using responsesurface methodology

Yan GUO, Chuanfu WU, Qunhui WANG, Min YANG, Qiqi HUANG, Markus MAGEP, Tianlong ZHENG

Frontiers of Environmental Science & Engineering 2016, Volume 10, Issue 4, doi: 10.1007/s11783-016-0845-y

Abstract: proportion)) on nitrification ( ), denitrification ( ), and COD release rates ( ) were investigated through responsesurface methodology.The sequence for each response was as follows: for , pH>stirring rate>PLA proportion>temperature; for

Keywords: Nitrogen removal     Polylactic acid     Starch     Carbon source     Response surface methodology    

Parametric study on the mixed solvent synthesis of ZIF-8 nano- and micro-particles for CO adsorption: A responsesurface study

Alireza Hadi, Javad Karimi-Sabet, Abolfazl Dastbaz

Frontiers of Chemical Science and Engineering 2020, Volume 14, Issue 4,   Pages 579-594 doi: 10.1007/s11705-018-1770-3

Abstract: Response surface methodology was used to determine the effect of the synthesis conditions on the ZIF-

Keywords: metal organic frameworks     zeolitic imidazolate frameworks     ZIF-8     response surface methodology     Box Behnken    

Mixed culture of

Kishore Gopalakrishnan, Javad Roostaei, Yongli Zhang

Frontiers of Environmental Science & Engineering 2018, Volume 12, Issue 4, doi: 10.1007/s11783-018-1075-2

Abstract:

RSM is used to explore the impact of different parameter on algal growth response

Keywords: Algal biofuels     Algal mixed cultures     Algal biomass     Algal lipid     Wastewater     Response surface methodology    

Fluoride removal from secondary effluent of the graphite industry using electrodialysis: Optimization with responsesurface methodology

Xiaomeng Wang, Ning Li, Jianye Li, Junjun Feng, Zhun Ma, Yuting Xu, Yongchao Sun, Dongmei Xu, Jian Wang, Xueli Gao, Jun Gao

Frontiers of Environmental Science & Engineering 2019, Volume 13, Issue 4, doi: 10.1007/s11783-019-1132-5

Abstract: itemcontent>

Regression models involving independent variables and main response

Keywords: Response surface methodology     Fluoride removal     Electrodialysis     Box-Behnken design    

borane via PdCoAg/AC nanoparticles and anodic current in alkaline medium: experimental design with responsesurface methodology

Hilal ÇELİK KAZICI, Şakir YILMAZ, Tekin ŞAHAN, Fikret YILDIZ, Ömer Faruk ER, Hilal KIVRAK

Frontiers in Energy 2020, Volume 14, Issue 3,   Pages 578-589 doi: 10.1007/s11708-020-0808-7

Abstract: optimization of hydrogen (H ) production by ammonia borane (NH BH ) over PdCoAg/AC was investigated using the responsesurface methodology.The implementation of the response surface methodology resulted in the formulation of four models out

Keywords: ammonia borane     hydrogen production     fuel cell     response surface methodology    

Application of statistical design for the production of inulinase by

M. DILIPKUMAR, M. RAJASIMMAN, N. RAJAMOHAN

Frontiers of Chemical Science and Engineering 2011, Volume 5, Issue 4,   Pages 463-470 doi: 10.1007/s11705-011-1112-1

Abstract: Hence these three components were selected and optimized using Response Surface Methodology (RSM).

Keywords: inulinase     pressmud     Response Surface Methodology (RSM)     streptomyces sp    

Fabrication, characterization and evaluation of mesoporous activated carbons from agricultural waste: Jerusalem artichoke stalk as an example

Lei YU,Chen TU,Yongming LUO

Frontiers of Environmental Science & Engineering 2015, Volume 9, Issue 2,   Pages 206-215 doi: 10.1007/s11783-014-0631-7

Abstract: time on the mesoporosity, mesopore volume and carbon yield were investigated, and further optimized by responsesurface methodology (RSM).The Brunauer-Emmett-Teller surface area, mesoporosity and mesopore volume of the JAS-MAC prepared under

Keywords: mesoporous activated carbon     response surface methodology     adsorption isotherm     agricultural wastes    

Title Author Date Type Operation

Dynamic response surface methodology using Lasso regression for organic pharmaceutical synthesis

Journal Article

Development of a combined approach for improvement and optimization of karanja biodiesel using responsesurface methodology and genetic algorithm

Sunil DHINGRA, Gian BHUSHAN, Kashyap Kumar DUBEY

Journal Article

Optimization of the O/HO process with response surface methodology for pretreatment of mother liquor

Journal Article

characteristics of a diesel engine operating on different water in diesel emulsion fuels: optimization using responsesurface methodology (RSM)

Seyed Saeed HOSEINI, Mohammad Amin SOBATI

Journal Article

Optimization of methyl orange removal from aqueous solution by response surface methodology using spent

Liangzhi LI,Xiaolin LI,Ci YAN,Weiqiang GUO,Tianyi YANG,Jiaolong FU,Jiaoyan TANG,Cuiying HU

Journal Article

Removal of malachite green from aqueous solution by sorption on hydrilla verticillata biomass using responsesurface methodology

R. RAJESHKANNAN, N. RAJAMOHAN, M. RAJASIMMAN

Journal Article

black onto acid-thermal modified sepiolite and optimization of adsorption conditions using Box-Behnken responsesurface methodology

Chengyuan SU, Weiguang LI, Yong WANG

Journal Article

Optimization and modeling of coagulation-flocculation to remove algae and organic matter from surfacewater by response surface methodology

Ziming Zhao, Wenjun Sun, Madhumita B. Ray, Ajay K Ray, Tianyin Huang, Jiabin Chen

Journal Article

Wastewater-nitrogen removal using polylactic acid/starch as carbon source: Optimization of operating parameters using responsesurface methodology

Yan GUO, Chuanfu WU, Qunhui WANG, Min YANG, Qiqi HUANG, Markus MAGEP, Tianlong ZHENG

Journal Article

Parametric study on the mixed solvent synthesis of ZIF-8 nano- and micro-particles for CO adsorption: A responsesurface study

Alireza Hadi, Javad Karimi-Sabet, Abolfazl Dastbaz

Journal Article

Mixed culture of

Kishore Gopalakrishnan, Javad Roostaei, Yongli Zhang

Journal Article

Fluoride removal from secondary effluent of the graphite industry using electrodialysis: Optimization with responsesurface methodology

Xiaomeng Wang, Ning Li, Jianye Li, Junjun Feng, Zhun Ma, Yuting Xu, Yongchao Sun, Dongmei Xu, Jian Wang, Xueli Gao, Jun Gao

Journal Article

borane via PdCoAg/AC nanoparticles and anodic current in alkaline medium: experimental design with responsesurface methodology

Hilal ÇELİK KAZICI, Şakir YILMAZ, Tekin ŞAHAN, Fikret YILDIZ, Ömer Faruk ER, Hilal KIVRAK

Journal Article

Application of statistical design for the production of inulinase by

M. DILIPKUMAR, M. RAJASIMMAN, N. RAJAMOHAN

Journal Article

Fabrication, characterization and evaluation of mesoporous activated carbons from agricultural waste: Jerusalem artichoke stalk as an example

Lei YU,Chen TU,Yongming LUO

Journal Article