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3,313 Results Found

  • Article
  • Open Access
53 Citations
5,846 Views
19 Pages

Using SVM-RSM and ELM-RSM Approaches for Optimizing the Production Process of Methyl and Ethyl Esters

  • Sina Faizollahzadeh Ardabili,
  • Bahman Najafi,
  • Meysam Alizamir,
  • Amir Mosavi,
  • Shahaboddin Shamshirband and
  • Timon Rabczuk

24 October 2018

The production of a desired product needs an effective use of the experimental model. The present study proposes an extreme learning machine (ELM) and a support vector machine (SVM) integrated with the response surface methodology (RSM) to solve the...

  • Article
  • Open Access
94 Views
23 Pages

10 March 2026

Tunnel lighting systems serving pedestrian and vehicular traffic must simultaneously satisfy visual performance requirements and energy efficiency constraints. This study investigates the optimization of tunnel lighting design using a sustainable eng...

  • Article
  • Open Access
7 Citations
3,295 Views
16 Pages

Amplifying and Fine-Tuning Rsm sRNAs Expression and Stability to Optimize the Survival of Pseudomonas brassicacerum in Nutrient-Poor Environments

  • David Lalaouna,
  • Sylvain Fochesato,
  • Mourad Harir,
  • Philippe Ortet,
  • Philippe Schmitt-Kopplin,
  • Thierry Heulin and
  • Wafa Achouak

In the beneficial plant root-associated Pseudomonas brassicacearum strain NFM421, the GacS/GacA two-component system positively controls biofilm formation and the production of secondary metabolites through the synthesis of rsmX, rsmY and rsmZ. Here,...

  • Article
  • Open Access
7 Citations
2,026 Views
20 Pages

Strength Characteristics and Prediction of Ternary Blended Cement Building Material Using RSM and ANN

  • Xiaofeng Li,
  • Chia Min Ho,
  • Shu Ing Doh,
  • Mohammad I. Al Biajawi,
  • Quanjin Ma,
  • Dan Zhao and
  • Rusong Liu

24 February 2025

In this study, steel slag (SS) and ground coal bottom ash (GCBA) were utilized to partially substitute for cement in manufacturing ternary blended cement mortar. The replacement ratios of both SS and GCBA ranged from 0% to 20%, and the total replacem...

  • Article
  • Open Access
13 Citations
3,686 Views
12 Pages

Application of the Response Surface Methodology (RSM) in the Optimization of Acenaphthene (ACN) Removal from Wastewater by Activated Carbon

  • Kawthar Mostafa Moria,
  • Hifsa Khurshid,
  • Muhammad Raza Ul Mustafa,
  • Areej Alhothali and
  • Omaimah Omar Bamasag

13 July 2022

The presence of polycyclic aromatic hydrocarbons (PAHs) in wastewater has raised concerns about human health due to their potential carcinogenic and mutagenic properties. The widespread use of products containing acenaphthene (ACN, one of the 16 prio...

  • Feature Paper
  • Article
  • Open Access
8 Citations
2,525 Views
16 Pages

4 August 2022

In order to improve the operation performance of the multi-stage double-suction centrifugal pump and reduce the internal energy loss of the pump, this paper proposes a single-objective optimization design method based on the non-hierarchical response...

  • Article
  • Open Access
11 Citations
4,404 Views
13 Pages

Cogging Torque Minimization of Surface-Mounted Permanent Magnet Synchronous Motor Based on RSM and NSGA-II

  • Yinquan Yu,
  • Yue Pan,
  • Qiping Chen,
  • Dequan Zeng,
  • Yiming Hu,
  • Hui-Hwang Goh,
  • Shuangxia Niu and
  • Zhao Zhao

16 December 2022

A high-end permanent magnet (PM) synchronous motor’s cogging torque is a significant performance measure (PMSM). During the running of the motor, excessive cogging torque will amplify noise and vibration. Therefore, the cogging torque must be t...

  • Article
  • Open Access
2 Citations
2,745 Views
13 Pages

13 November 2020

Radial ultrasonic rolling electrochemical micromachining (RUR-EMM) is a new method of electrochemical machining (ECM). By feeding small and rotating electrodes aided by ultrasonic rolling, an array of pits can be manufactured, which is called microst...

  • Article
  • Open Access
27 Citations
4,747 Views
21 Pages

25 July 2020

In this study, the response surface method (RSM), back propagation neural network (BPNN), and genetic algorithm (GA) were used for modeling and multi-objective optimization of the forming parameters of AA5052 in incremental sheet forming (ISF). The o...

  • Article
  • Open Access
32 Citations
3,807 Views
22 Pages

26 February 2021

As a key parameter in the adsorption process, removal rate is not available under most operating conditions due to the time and cost of experimental testing. To address this issue, evaluation of the efficiency of NH4+ removal from stormwater by coal-...

  • Article
  • Open Access
25 Citations
4,761 Views
20 Pages

Response Surface Methodology (RSM)-Based Prediction and Optimization of the Fenton Process in Landfill Leachate Decolorization

  • Anita Maslahati Roudi,
  • Sultan Salem,
  • Masoud Abedini,
  • Amin Maslahati and
  • Muhammad Imran

20 December 2021

As an advanced oxidative processes, the Fenton process is receiving popularity as a wastewater treatment technique that can be used for hazardous landfill leachate. The treatment is simple, yet involves complex interactions between the affecting para...

  • Article
  • Open Access
14 Citations
3,174 Views
13 Pages

1 July 2021

We often use the plastics daily, containing of polyethylene plastic polymers which recently can be utilized as additional material for road pavements. Several studies have attempted to find the optimum proportion of an asphalt mixture using modified...

  • Article
  • Open Access
9 Citations
3,210 Views
12 Pages

19 March 2021

In the field of underwater emergency maintenance, submarine pipeline cutting is generally performed by a diamond wire saw. The process, in essence, involves diamond grits distributed on the surface of the beads cutting X56 pipeline steel bit by bit a...

  • Article
  • Open Access
22 Citations
2,845 Views
20 Pages

23 November 2022

Precise machining of micro parts from difficult-to-cut materials requires using advanced technology such as wire electrical discharge machining (WEDM). In order to enhance the productivity of micro WEDM, the key role is understanding the influence of...

  • Article
  • Open Access
2 Citations
1,328 Views
17 Pages

Hybrid RSM–ANN Modeling for Optimization of Electrocoagulation Using Aluminum Electrodes (Al–Al) for Hospital Wastewater Treatment

  • Khanit Matra,
  • Yanika Lerkmahalikit,
  • Sirilak Prasertkulsak,
  • Amnuaychai Kongdee,
  • Raweeporn Pomthong,
  • Suchira Thongson and
  • Suthida Theepharaksapan

18 October 2025

Electrocoagulation (EC) employing aluminum–aluminum (Al–Al) electrodes was investigated for hospital wastewater treatment, targeting the removal of turbidity, soluble chemical oxygen demand (sCOD), and total dissolved solids (TDS). A hybr...

  • Article
  • Open Access
28 Citations
2,894 Views
31 Pages

Effects of Graphene Oxide on the Properties of Engineered Cementitious Composites: Multi-Objective Optimization Technique Using RSM

  • Naraindas Bheel,
  • Bashar S. Mohammed,
  • Isyaka Abdulkadir,
  • M. S. Liew and
  • Noor Amila Wan Abdullah Zawawi

8 August 2023

Despite the excellent ductility and energy absorption properties of engineered cementitious composites (ECCs), a low modulus of elasticity and excessive drying shrinkage remain some of its major disadvantages. With the current trend in the applicatio...

  • Article
  • Open Access
5 Citations
3,372 Views
13 Pages

Biotransformation of Agricultural Wastes into Lovastatin and Optimization of a Fermentation Process Using Response Surface Methodology (RSM)

  • Sadia Javed,
  • Muhammad Azeem,
  • Saqib Mahmood,
  • Khalid Mashay Al-Anazi,
  • Mohammad Abul Farah,
  • Sajad Ali and
  • Baber Ali

15 November 2022

Lovastatin is a competitive inhibitor of the enzyme 3-hydroxy-3-methyl-glutaryl-CoA reductase (HMG-CoA Reductase). The HMG-CoA reductase is responsible for the production of mevalonate by the reduction of HMG-CoA. It is a rate-limiting step in the pr...

  • Communication
  • Open Access
6 Citations
2,498 Views
9 Pages

4 October 2023

The present study adopted a response surface methodology (RSM) approach validated by artificial neural network (ANN) models to optimise the production of a bitter gourd-grape beverage. Aset of statistically pre-designed experiments were conducted, an...

  • Article
  • Open Access
7 Citations
5,172 Views
21 Pages

The Optimization of Avocado-Seed-Starch-Based Degradable Plastic Synthesis with a Polylactic Acid (PLA) Blend Using Response Surface Methodology (RSM)

  • Rozanna Dewi,
  • Novi Sylvia,
  • Zulnazri Zulnazri,
  • Herman Fithra,
  • Medyan Riza,
  • Januar Parlaungan Siregar,
  • Tezara Cionita,
  • Deni Fajar Fitriyana and
  • Samsudin Anis

22 August 2024

This research improves the strength of plastic using avocado seed starch and PLA. The effect of blending avocado seed starch and PLA was optimized using the RSM approach by using two variables: water absorption and biodegradability. Mixing them using...

  • Article
  • Open Access
21 Citations
2,732 Views
20 Pages

1 April 2022

One of the primary causes of the low mechanical properties of rubberized concrete is the weak bond between crumb rubber (CR) and hardened cement paste. Many CR pretreatment techniques have been researched in an attempt to mitigate this problem. The N...

  • Article
  • Open Access
12 Citations
3,393 Views
23 Pages

2 November 2021

The present study evaluates and compares predictions on the performance and the approaches of the response surface methodology (RSM) and the artificial neural network (ANN) so to model the bending strength of the polyurethane foam-cored sandwich pane...

  • Article
  • Open Access
6 Citations
2,179 Views
15 Pages

31 January 2023

This paper presents the results of tests obtained for the transformation of geraniol in the presence of garnet as a catalyst by the response surface method (RSM). The method analyzed the influence of the following parameters: a temperature of 50&ndas...

  • Article
  • Open Access
10 Citations
1,900 Views
19 Pages

Fiber-reinforced polymer composites are exposed to severe environmental conditions throughout their intended lifespan. It is essential to investigate how they age when exposed to cold and hot water to increase the durability of fiber-reinforced polym...

  • Article
  • Open Access
33 Citations
3,858 Views
14 Pages

1 March 2020

Corn was frozen at harvest time in high-latitude areas, when corn kernel is wetter and more easily broken. When frozen corn was threshed and separated by the longitudinal axial threshing cylinder of a combine harvester, it caused a significantly high...

  • Article
  • Open Access
3 Citations
730 Views
20 Pages

Multi-Objective Optimization and Reliability Assessment of Date Palm Fiber/Sheep Wool Hybrid Polyester Composites Using RSM and Weibull Analysis

  • Mohammed Y. Abdellah,
  • Ahmed H. Backar,
  • Mohamed K. Hassan,
  • Miltiadis Kourmpetis,
  • Ahmed Mellouli and
  • Ahmed F. Mohamed

17 October 2025

This study investigates date palm fiber (DPF) and sheep wool hybrid polyester composites with fiber loadings of 0%, 10%, 20%, and 30% by weight, fabricated by compression molding, to develop a sustainable and reliable material system. Experimental da...

  • Article
  • Open Access
13 Citations
5,105 Views
19 Pages

Coupled CFD-Response Surface Method (RSM) Methodology for Optimizing Jettability Operating Conditions

  • Nuno Couto,
  • Valter Silva,
  • João Cardoso,
  • Leo M. González-Gutiérrez and
  • Antonio Souto-Iglesias

A volume-of-fluid (VOF) finite volume model under the ANSYS® Fluent framework was coupled with the response surface method (RSM) to find the best operating conditions within a jettability window for two selected responses in a drop-on-demand inkj...

  • Feature Paper
  • Article
  • Open Access
102 Citations
11,785 Views
16 Pages

Encapsulation of Beetroot Pomace Extract: RSM Optimization, Storage and Gastrointestinal Stability

  • Vesna Tumbas Šaponjac,
  • Jasna Čanadanović-Brunet,
  • Gordana Ćetković,
  • Mirjana Jakišić,
  • Sonja Djilas,
  • Jelena Vulić and
  • Slađana Stajčić

One of the great problems in food production are surplus by-products, usually utilized for feeding animals and for preparation of dietary fibre or biofuel. These products represent potential sources of bioactive antioxidants and colour-giving compoun...

  • Article
  • Open Access
1 Citations
506 Views
19 Pages

11 December 2025

This research contributes to the field of materials engineering through an analysis of the wear performance of both glass fiber-reinforced epoxy composites (GFEC) and bamboo fiber-reinforced epoxy composites (BFEC). This study aims to assess the wear...

  • Article
  • Open Access
11 Citations
3,227 Views
13 Pages

8 July 2021

The main purposes of this project are to assess and to optimize the solubility of carbon dioxide (CO2) in an aqueous 30 wt% monoethanolamine-tetrabutylphosphonium methanesulfonate (MEA-[TBP][MeSO3]) new hybrid solvent. In this study, the viscosity an...

  • Article
  • Open Access
9 Citations
2,421 Views
17 Pages

Optimizing Sustainable Phytoextraction of Lead from Contaminated Soil Using Response Surface Methodology (RSM) and Artificial Neural Network (ANN)

  • Maria Manzoor,
  • Usman Rauf Kamboh,
  • Sumaira Gulshan,
  • Sven Tomforde,
  • Iram Gul,
  • Alighazi Siddiqui and
  • Muhammad Arshad

14 July 2023

Lead (Pb) is well known for the containment of soil surfaces. In the last few decades, phytoremediation has been the most ideal technology to extract Pb from soil, involving numerous chemical reactions and cost analysis. The aim of this study is to m...

  • Article
  • Open Access
1 Citations
632 Views
17 Pages

Screening of Lactic Acid Bacteria and RSM-Based Optimization for Enhancing γ-Aminobutyric Acid (GABA) Accumulation in Orange Juice

  • Shufeng Yin,
  • Yiyao Wang,
  • RuiXue Zhao,
  • Ning Zhao,
  • Hao Liu,
  • Yining Tang,
  • Ningbo Qin,
  • Yiwei Dai and
  • Xinping Lin

25 December 2025

Inoculated fermentation can enhance the flavor, nutrition, and functionality of juice. The lactic acid bacteria (LAB) are commonly used as starter cultures. This study screened LAB for orange juice fermentation and optimized fermentation factors usin...

  • Article
  • Open Access
14 Citations
7,711 Views
15 Pages

Hydrochloric Acid Leaching of Philippine Coal Fly Ash: Investigation and Optimisation of Leaching Parameters by Response Surface Methodology (RSM)

  • Al Mon E. Dahan,
  • Richard D. Alorro,
  • Mona Lisa C. Pacaña,
  • Ronben M. Baute,
  • Leaniel C. Silva,
  • Carlito B. Tabelin and
  • Vannie Joy T. Resabal

1 February 2022

Coal Fly Ash (CFA) is a hazardous waste from coal-fired power plants, but has increasingly become a popular supplementary cementitious material for cement in the construction industry. As a secondary resource of REE, its main advantage lies in its fi...

  • Article
  • Open Access
1 Citations
509 Views
22 Pages

Modeling the Effect of Cold Stratification on Seed Germination Performance of Rudbeckia fulgida Aiton Using Response Surface Methodology (RSM)

  • Türker Oğuztürk,
  • Cem Alparslan,
  • Merve Sipahi,
  • Gülcay Ercan Oğuztürk,
  • Ece Nur Topaloğlu,
  • Şenol Bayraktar and
  • Turan Yüksek

10 January 2026

This study investigates the influence of varying cold stratification durations (0–165 days) on the germination performance and early seedling development of Rudbeckia fulgida. Seeds were divided into 11 groups at 15-day intervals, using a total...

  • Article
  • Open Access
17 Citations
5,202 Views
24 Pages

17 November 2021

One of the most favorable renewable energy sources, solar photovoltaic (PV) can meet the electricity demand considerably. Sunlight is converted into electricity by the solar PV systems using cells containing semiconductor materials. A PV system is de...

  • Article
  • Open Access
43 Citations
3,494 Views
22 Pages

A Soft Computing-Based Analysis of Cutting Rate and Recast Layer Thickness for AZ31 Alloy on WEDM Using RSM-MOPSO

  • Kapil K. Goyal,
  • Neeraj Sharma,
  • Rahul Dev Gupta,
  • Gurpreet Singh,
  • Deepika Rani,
  • Harish Kumar Banga,
  • Raman Kumar,
  • Danil Yurievich Pimenov and
  • Khaled Giasin

15 January 2022

In the present research, the AZ31 alloy is machined by wire-cut electric discharge machining (WEDM). The experiments were designed according to the Box-Behnken design (BBD) of response surface methodology (RSM). The input process variables, namely se...

  • Article
  • Open Access
4 Citations
3,475 Views
17 Pages

Verifying the Optimal Extraction Method and Content of Red Okra Extracts and Crude Pectin Using Response Surface Methodology (RSM)

  • Seon ah Son,
  • Youngbae Kim,
  • Eun Kim,
  • Ki Hoon Lee,
  • Wan Seok Kang,
  • Kyeong Jo Kim,
  • Dosung Lim,
  • Su-young Choi,
  • Jin Seok Kim and
  • Sunoh Kim
  • + 1 author

29 September 2023

Recently, many studies have reported the properties and functionality of okra pectin. However, these studies are about green okra pods, and pectin in red okra pods, stems, and roots has not been reported. Therefore, this study aimed to optimize the r...

  • Article
  • Open Access
35 Citations
3,841 Views
13 Pages

30 March 2022

Traditional natural river sand is used as a fine aggregate for concrete, but due to the severe environmental situation in recent years, many places have asked for a ban or restriction on the extraction of river sand. This has resulted in an increasin...

  • Proceeding Paper
  • Open Access
1,492 Views
9 Pages

Bauxite residue (BR), a solid waste generated during the Bayer process for alumina production, is a polymetallic source. This study aims to investigate the recovery of Fe, Al, and Na from H2-reduced BR pellets (under 5 vol% H2 + 95 vol% N2 with 45 L/...

  • Article
  • Open Access
8 Citations
2,680 Views
19 Pages

RSM Modeling and Optimization of CO2 Separation from High CO2 Feed Concentration over Functionalized Membrane

  • Nadia Hartini Suhaimi,
  • Yin Fong Yeong,
  • Norwahyu Jusoh,
  • Thiam Leng Chew,
  • Mohammad Azmi Bustam and
  • Muhammad Mubashir

28 March 2022

The challenges in developing high CO2 gas fields are governed by several factors such as reservoir condition, feed gas composition, operational pressure and temperature, and selection of appropriate technologies for bulk CO2 separation. Thus, in this...

  • Article
  • Open Access
23 Citations
4,742 Views
19 Pages

Experimental and Numerical Analysis on TIG Arc Welding of Stainless Steel Using RSM Approach

  • Sasan Sattarpanah Karganroudi,
  • Mahmoud Moradi,
  • Milad Aghaee Attar,
  • Seyed Alireza Rasouli,
  • Majid Ghoreishi,
  • Jonathan Lawrence and
  • Hussein Ibrahim

19 October 2021

This study involves the validating of thermal analysis during TIG Arc welding of 1.4418 steel using finite element analyses (FEA) with experimental approaches. 3D heat transfer simulation of 1.4418 stainless steel TIG arc welding is implemented using...

  • Article
  • Open Access
10 Citations
2,179 Views
26 Pages

RSM-Based Optimization Analysis for Cold Plasma and Ultrasound-Assisted Drying of Caraway Seed

  • Moslem Namjoo,
  • Nesa Dibagar,
  • Hossein Golbakhshi,
  • Adam Figiel and
  • Klaudia Masztalerz

27 September 2024

In this study, the hot-air drying of caraway seeds was enhanced using two nonthermal physical field technologies: cold plasma (CP) and ultrasonic waves (US). Air drying temperatures of 35, 45, and 55 °C with CP pretreatment exposure times (CPt) o...

  • Article
  • Open Access
20 Citations
4,067 Views
21 Pages

Response Surface Methodology (RSM) Approach for Optimizing the Processing Parameters of 316L SS in Directed Energy Deposition

  • Eden Amar,
  • Vladimir Popov,
  • Vyas Mani Sharma,
  • Shir Andreev Batat,
  • Doron Halperin and
  • Noam Eliaz

21 November 2023

Directed energy deposition (DED) is a crucial branch of additive manufacturing (AM), performing repairs, cladding, and processing of multi-material components. 316L austenitic stainless steel is widely used in applications such as the food, aerospace...

  • Article
  • Open Access
3 Citations
2,324 Views
13 Pages

15 August 2023

Recent research has been conducted on various types of pre-processing methods for insects, including freeze-drying, microwave drying, hot air heat drying, and non-heat drying. This study aimed to identify the factors that have the greatest impact on...

  • Article
  • Open Access
6 Citations
3,749 Views
18 Pages

Response Surface Methodology (RSM) Optimization of the Physicochemical Quality Attributes of Ultraviolet (UV-C)-Treated Barhi Dates

  • Mahmoud Younis,
  • Isam A. Mohamed Ahmed,
  • Khaled A. Ahmed,
  • Hany M. Yehia,
  • Diaeldin O. Abdelkarim,
  • Assem I. Zein El-Abedein and
  • Abdulla Alhamdan

5 September 2022

Barhi date fruit is one of the most important fruits that has high consumer preference and market value at the Khalal maturity stage. However, this stage is very short and the fruit is vulnerable to decay and the ripening process under improper handl...

  • Article
  • Open Access
23 Citations
2,845 Views
42 Pages

9 August 2023

Engineered Cementitious Composites (ECC) are widely used in various structures due to their high strength, durability, and ductility. However, they are still vulnerable to environmental factors such as sulphate and acid attack. These attacks damage t...

  • Article
  • Open Access
1 Citations
895 Views
23 Pages

Synergistic Pollution Removal in Paper Mill Wastewater Using Monoculture-Constructed Wetlands Optimized by RSM

  • Aaima Iftikhar,
  • Malik Tahir Hayat,
  • Bibi Saima Zeb,
  • Maria Siddique,
  • Muhammad Irshad,
  • Qaisar Mahmood,
  • Uneb Gazder and
  • Yung-Tse Hung

21 December 2025

The effectiveness of manmade wetlands with four different macrophyte species (Arundo donax, Typha latifolia, Pistia stratiotes, and Eichhornia crassipes) in treating wastewater from the paper recycling industry, located in the Hattar Industrial Estat...

  • Article
  • Open Access
4 Citations
1,623 Views
24 Pages

4 July 2025

Nylon reinforced with short carbon fibres exhibits superior mechanical properties. Its use as a feedstock for fused deposition modelling (FDM) can extend its applications to consumer goods and industrial products. To investigate the flexural and impa...

  • Article
  • Open Access
37 Citations
7,507 Views
27 Pages

Modeling and Optimization of Energy and Exergy Parameters of a Hybrid-Solar Dryer for Basil Leaf Drying Using RSM

  • Zahra Parhizi,
  • Hamed Karami,
  • Iman Golpour,
  • Mohammad Kaveh,
  • Mariusz Szymanek,
  • Ana M. Blanco-Marigorta,
  • José Daniel Marcos,
  • Esmail Khalife,
  • Stanisław Skowron and
  • Yousef Darvishi
  • + 1 author

19 July 2022

This study deals with the optimization of energetic and exergetic parameters of a hybrid-solar dryer to dry basil leaves under determined experimental conditions at three air temperatures (40 °C, 55 °C, and 70 °C) and three bed thickness...

  • Article
  • Open Access
12 Citations
2,683 Views
16 Pages

20 February 2022

Tailings produced in the beneficiation of Carlin-type gold deposits are characterized by fine particle size and high mud content. When neutralized with wasted acid generated by pressurized pre-oxidation, the tailings turn to neutralized slag and perf...

  • Article
  • Open Access
29 Citations
4,336 Views
17 Pages

7 January 2021

In this study, coconut oils have been transesterified with ethanol using microwave technology. The product obtained (biodiesel and FAEE) was then fractional distillated under vacuum to collect bio-kerosene or bio-jet fuel, which is a renewable fuel t...

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