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- research-articleNovember 2024
Optimizing the design of a multi-stage tangential roller threshing unit using CFD modeling and experimental studies
- Saddam Hussain,
- Xingpeng Lei,
- Hongqi Wu,
- Hao Li,
- Haiyan Song,
- Decong Zheng,
- Wang Jiawei,
- Anbang Li,
- Muhammad Usman Farid,
- Abdul Ghafoor
Computers and Electronics in Agriculture (COEA), Volume 226, Issue Chttps://doi.org/10.1016/j.compag.2024.109400Graphical abstractDisplay Omitted
Highlights- Design optimization of multi-stage tangential roller threshing unit through modelling and experimental investigations.
- FEA provides a safe operating limits for structural integrity and durable performance.
- Modal analysis helps to ...
Rising global population of the world is resulting higher demand for buckwheat being a high-quality food crop. In this study, the multi-stage shearing drum working mode was proposed to solve the problems of easy entanglement, blockage in ...
- research-articleOctober 2024
Bionic stirring device for horizontal composter to improve aeration efficiency: Design and optimisation using discrete and finite element methods
Computers and Electronics in Agriculture (COEA), Volume 225, Issue Chttps://doi.org/10.1016/j.compag.2024.109257Graphical abstractDisplay Omitted
Highlights- Bionic stirring device to enhance food waste composting was designed.
- Design parameter of stirring device using discrete element method was optimized.
- Failure risk analysis of stirring device undertaken using finite element method.
Effective stirring devices are essential for horizontal composting to enhance food waste disintegration, but studies on flexible compost stirrers, their fracture risk, and prevention methods are limited. This study developed an innovative design ...
- research-articleSeptember 2023
Performance evaluation and optimization of albedo and tilt angle for solar photovoltaic system
Computers and Electrical Engineering (CENG), Volume 110, Issue Chttps://doi.org/10.1016/j.compeleceng.2023.108849Highlights- Specific energy production SPV system is proportional to the tilt angle and albedo.
- Optimum values of tilt angle and albedo are 25⁰ and 0.54 for maximum production.
- System payback period is 5.8 years, ROI is at 469.2% and LCOE is ...
This research focuses on the UN sustainable development goal (SDG)7 i.e., affordable and clean energy. As per goal 7, renewable energy sources are the cleanest sources and will help to reach net zero emissions. Performance of solar photovoltaic (...
Graphical abstractDisplay Omitted
- research-articleJune 2023
Machine learning application to predict the mechanical properties of glass fiber mortar
- G. Nakkeeran,
- L. Krishnaraj,
- Alireza Bahrami,
- Hamad Almujibah,
- Hitesh Panchal,
- Musaddak Maher Abdul Zahra
Advances in Engineering Software (ADES), Volume 180, Issue Chttps://doi.org/10.1016/j.advengsoft.2023.103454Highlights- Glass Fiber Reinforced Mortar Composites in FA and HL replacement in cement.
- ...
In this study, the mechanical properties of glass fiber mortars have been predicted using machine learning tools, Response Surface Methodology (RSM), and Artificial Neural Network (ANN) approach. This study focused on mortar, in which ...
- review-articleMay 2023
Data to intelligence: The role of data-driven models in wastewater treatment
Expert Systems with Applications: An International Journal (EXWA), Volume 217, Issue Chttps://doi.org/10.1016/j.eswa.2022.119453Highlights- ANN outnumbered other standalone AI models (single models) applied to WWTPs.
- ...
Increasing energy efficiency in wastewater treatment plants (WWTPs) is becoming more important. An emerging approach to addressing this issue is to exploit development in data science and modelling. Deployment of sensors to measure ...
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- research-articleMarch 2023
Response surface methodology-based multi-objective grey relation optimization for impinging jet cooling with Al2O3/water nanofluid on a curved surface
Neural Computing and Applications (NCAA), Volume 35, Issue 19Pages 13999–14012https://doi.org/10.1007/s00521-023-08357-8AbstractIn this study, a modelling procedure is followed to simultaneously optimize the heat transfer and entropy generation performance in the impinging jet flow on a convex surface. For this optimization study, numerical results of laminar nanofluid ...
- review-articleMarch 2023
Comprehensive review of machine learning in geotechnical reliability analysis: Algorithms, applications and further challenges
AbstractGeotechnical reliability analysis provides a novel way to rationally take the underlying geotechnical uncertainties into account and evaluate the stability of geotechnical structures by failure probability (or equivalently, reliability ...
Highlights- A state-of-the-art review of ML in geotechnical reliability analysis applications.
- research-articleJune 2023
Process and Product Optimization Using Game Theory
ICIEAEU '23: Proceedings of the 2023 10th International Conference on Industrial Engineering and ApplicationsPages 47–52https://doi.org/10.1145/3587889.3587965Game Theory has not been explored so far in multi-objective optimization problems developed in the Response Surface Methodology framework, though optimization of multiple characteristics of process and product is a usual problem faced by practitioners ...
- research-articleOctober 2022
Structural optimization of a rotary joint by hybrid method of FEM, neural-fuzzy and water cycle–moth flame algorithm for robotics and automation manufacturing
Robotics and Autonomous Systems (ROAS), Volume 156, Issue Chttps://doi.org/10.1016/j.robot.2022.104199AbstractRotary joint is used in robotic arm for mobility aids and rehabilitation device. The rotary joint often requires a compactness, a lightness, and a large load capacity in robotics as well as automation manufacturing. However, the ...
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Highlights- Rotary joint is created to apply in gravity-balancing robotics and automation manufacturing.
- research-articleOctober 2022
RSM analysis based cloud access security broker: a systematic literature review
Cluster Computing (KLU-CLUS), Volume 25, Issue 5Pages 3733–3763https://doi.org/10.1007/s10586-022-03598-zAbstractA Cloud Access Security Broker (CASB) is a security enforcement point or cloud-based software that is placed between cloud service users and cloud applications of cloud computing (CC) which is used to run the dimensionality, heterogeneity, and ...
- research-articleSeptember 2022
Automatic illness prediction system through speech
Computers and Electrical Engineering (CENG), Volume 102, Issue Chttps://doi.org/10.1016/j.compeleceng.2022.108224Highlights- A new developed system was implemented to automatically prediction illness based on speech.
Due to the COVID-19 epidemic and the curfew caused by it, many people have sought to find an ADPS on the internet in the last few years. This hints to a new age of medical treatment, all the more so if the number of internet users ...
Graphical abstractDisplay Omitted
- research-articleSeptember 2022
Improving 5G network performance for OFDM-IDMA system resource management optimization using bio-inspired algorithm with RSM
Computer Communications (COMS), Volume 193, Issue CPages 23–37https://doi.org/10.1016/j.comcom.2022.06.031AbstractThe OFDM-IDMA system is a new era in the wireless domain. It is affected by the MAI and CFO effects. There are no specific CFO reduction techniques that have been identified as the best solution for a multicarrier multiuser system. ...
- research-articleAugust 2022
Multi-objective Optimization with FEC Polar Code for Bandwidth Efficient Mobile Network Using Response Surface Methodology
Wireless Personal Communications: An International Journal (WPCO), Volume 125, Issue 3Pages 2833–2863https://doi.org/10.1007/s11277-022-09688-wAbstractScheduling and resource allocation are vital elements of wireless systems. This paper presents a bandwidth-efficient polar code-based Orthogonal Frequency Division Multiplexing system to allocate optimized bandwidth, and power resources amongst ...
- research-articleApril 2022
Real time reduced order model for angiography fractional flow reserve
Computer Methods and Programs in Biomedicine (CBIO), Volume 216, Issue Chttps://doi.org/10.1016/j.cmpb.2022.106674Highlights- The ROM can be used to reliably calculate FFR in patients with intermediate coronary stenosis.
Fractional flow reserve (FFR) is the gold standard for quantification of coronary stenosis and pressure wire is the gold standard for measuring FFR. Recently, computational fluid dynamics (CFD) ...
- research-articleMarch 2022
Process optimization for enhancing interconnect performance of large-size BGA component during vibration loading
AbstractA series of problems such as failure solder at SnAgCu large-size BGA component and Pb-rich phase at SnPb component are always found during mixed lead-free/tin-lead assembly. In order to give a better reflow process window of assembled ...
- research-articleDecember 2021
Assessing the competency of a semi-parametric expert system in the realms of response characterization uncertainty in premixed methanol dual fuel diesel combustion strategies: In critique to RSM
Expert Systems with Applications: An International Journal (EXWA), Volume 185, Issue Chttps://doi.org/10.1016/j.eswa.2021.115516Highlights- Assessment of GEP as a semi-parametric expert system vs RSM.
- Challenges of ...
Engine response characterization endeavours of the day are faced with the contradictory obligations of developing an accurate engine response map in face of an ever-expanding parametric space and decreasing test-bench based prototype ...
- ArticleJune 2021
Predictive Ability of Response Surface Methodology (RSM) and Artificial Neural Network (ANN) to Approximate Biogas Yield in a Modular Biodigester
AbstractThis study indicates the modelling and optimization of biogas production on assorted substrates of poultry wastes (PW) and cow dung using RSM and ANN. Three-layered ANN feedforward BP and RSM models were developed to estimate the yield of biogas ...
- research-articleJanuary 2021
Impact parameter evaluation of nano Al2O3 dielectric in wire cut-electrical release machining in a COVID-19 environment
International Journal of Computer Applications in Technology (IJCAT), Volume 66, Issue 3-4Pages 260–266https://doi.org/10.1504/ijcat.2021.120452The present paper focuses on wire electric discharge machine in a COVID-19 environment. It can be considered as an attempt to develop models of response variables, using different liquids, one of which is nanoparticle (Al2O3), in the use of a ratio of (2 ...
- research-articleSeptember 2020
A multi-objective optimization of the friction stir welding process using RSM-based-desirability function approach for joining aluminum alloy 6063-T6 pipes
Structural and Multidisciplinary Optimization (SPSMO), Volume 62, Issue 3Pages 1117–1133https://doi.org/10.1007/s00158-020-02542-2AbstractIn this study, a multi-objective optimization technique involving response surface methodology (RSM)-based desirability function approach is used in optimizing the process parameters for friction stir welding of AA6063-T6 pipes. Two process ...
- research-articleMay 2020
Comparison of RSM, ANN and Fuzzy Logic for extraction of Oleonolic Acid from Ocimum sanctum
- Aditya Khamparia,
- Babita Pandey,
- Devendra Kr. Pandey,
- Deepak Gupta,
- Ashish Khanna,
- Victor Hugo C de Albuquerque
Highlights- Solid-liquid extraction of oleanolic acid from aerial shoot of Ocimum sanctum by RSM.
In Bioprocess Engineering down streaming process is very important step for extraction and purification of secondary metabolites. Already statistical methods i.e. Response Surface Methodology (RSM) utilized to optimized the different ...