Robust Inventory System Optimization Based on Simulation and Multiple Criteria Decision Making by Ahmad Mortazavi, Alireza Arshadi khamseh

“…For simulation model optimization, a novel multicriteria and robust surrogate model is designed based on multiple attribute decision making (MADM) method, design of experiments (DOE), and principal component analysis (PCA). …”
Get full text

The Use of Response Surface Methodology in Ammonia Oxidation Reaction Study by Marek Inger, Agnieszka Dobrzyńska-Inger, Jakub Rajewski, Marcin Wilk

“…The design of experiments (DoEs) with response surface methodology (RSM) were used to investigate the effect of operating parameters on the ammonia oxidation process. …”
Get full text

Influence of Metallic Particles on Properties of Aluminium Composites through Taguchi Technique by B. Venkatesh, Anantha Raman Lakshmipathi, T. Prakash, Pothamsetty Kasi V. Rao, Rajesh Verma, N. Nagabhooshanam, Simon Yishak

“…In addition to the research, the design of experiments method was used to optimize the important wear test elements such as reinforcement %, applied stress, sliding distance, and speed. …”
Get full text

Notes from the Packaging Laboratory: Hot Tack Measurements of Thin Sealant Films by Kenneth R. Berger, Matthew Knoelke, Bruce Welt

“…Factors such as test strip width, edge uniformity, sealing die temperature and die load are recognizable variables to control. A design of experiments approach was used to explore the rank importance of these factors and any interactive effects that may occur. …”
Get full text

Investigating the Material Removal Rate Parameters in ECM for Al 5086 Alloy-Reinforced Silicon Carbide/Flyash Hybrid Composites by Using Minitab-18 by Bhiksha Gugulothu, P. S. Satheesh Kumar, Bathula Srinivas, Alapati Ramakrishna, S. Vijayakumar

“…Taguchi’s L16 orthogonal array was selected for design of experiments (DOEs), and 16 experimental tests were conducted to examine the effect of the selected machining parameters employed to identify the best optimal levels and also to investigate the effect of electrochemical machining parameters on MRR determined by Minitab-18.…”
Get full text

Notes from the Packaging Laboratory: Hot Tack Measurements of Thin Sealant Films by Kenneth R. Berger, Matthew Knoelke, Bruce Welt

“…Factors such as test strip width, edge uniformity, sealing die temperature and die load are recognizable variables to control. A design of experiments approach was used to explore the rank importance of these factors and any interactive effects that may occur. …”
Get full text

Efficiency Improvements of Antenna Optimization Using Orthogonal Fractional Experiments by Yen-Sheng Chen, Ting-Yu Ku

“…Traditionally, antenna optimization relies on nature-inspired heuristic algorithms, which are time-consuming due to their blind-search nature. In contrast, design of experiments (DOE) uses a completely different framework from heuristic algorithms, reducing the design cycle by formulating the surrogates of a design problem. …”
Get full text

Effect of friction-welding parameters on the tensile strength of AA6063 with dissimilar joints by Yashwanth Chapke, Dinesh N. Kamble

“…The Taguchi’s design of experiments was conducted for the influencing parameters and their levels. …”
Get full text

Influence of End Milling Process Variables on Material Removal Rate and Surface Roughness of Direct Metal Laser Sintered Inconel 718 Plate by N. L. Parthasarathi, Dhinakaran Veeman, Duraisami Dhamodharan, Utpal Borah, M. Ravichandran, L. Natrayan, Wubishet Degife Mammo

“…The end milling experiments were conducted using the design of experiments with an L9 orthogonal array (OA) by varying the process variables like feed rate (mm/min), cutting speed (m/min), and depth of cut (mm). …”
Get full text

Property Optimisation of EPDM Rubber Composites Using Mathematical and Statistical Strategies by Sivaldo Leite Correia, Denilso Palaoro, Ana Maria Segadães

“…The results demonstrate that statistical design of experiments and particle swarm optimisation (PSO) algorithms are promising methods to design composition variables. …”
Get full text

Process Optimization of Spark Plasma Sintering Parameters for Tungsten Carbide/Silicon Nitride/AA2219 Composites by Taguchi Method by Sultan Althahban, Gurusamy Pathinettampadian, Faez Qahtani, Yosef Jazaa, S. Mousa, Sanipina Anjani Devi, Melvin Victor De Poures, R. Subbiah, Hana Beyene Mamo

“…For the creation of tungsten carbide/silicon nitride/AA2219 composites, sintering temperature, sintering pressure, dwelling time, and heating rate all must be optimized. Design of experiments and analysis of variance were employed to assess the factors’ contributions to density as well as microhardness response variables. …”
Get full text

Characterization and Utilization of Tannin Extract for the Selective Adsorption of Ni (II) Ions from Water by Priya Meethale Kunnambath, Santhi Thirumalaisamy

“…The current paper studies the preparation of a new tannin gel from Acacia nilotica for water purification and waste water remediation. Design of experiments is used for optimizing the tannin gel using tannin extract (Taguchi method) with formaldehyde in the assistance of microwave (TGAN) by the help of iodine number. …”
Get full text

PCNet: a human pose compensation network based on incremental learning for sports actions estimation by Jia-Hong Jiang, Nan Xia

“…In addition, to improve the occlusion handling performance, we propose an occlusion feature enhancement attention mechanism (OFE-attention) that can identify occluded keypoints and enhance attention to occlusion areas. We design comparative experiments on three public datasets and a self-built sports dataset, achieving the highest mean accuracy among all comparative methods. …”
Get full text

Emerging trends in the optimization of organic synthesis through high-throughput tools and machine learning by Pablo Quijano Velasco, Kedar Hippalgaonkar, Balamurugan Ramalingam

“…Historically, the optimization of chemical reactions has been performed by manual experimentation guided by human intuition and through the design of experiments where reaction variables are modified one at a time to find the optimal conditions for a specific reaction outcome. …”
Get full text

Correlation of Process Parameters with Mechanical Properties of Laser Sintered PA12 Parts by Eva C. Hofland, Ismet Baran, Dagmar A. Wismeijer

“…Hence, present work examined the influence of key process parameters (preheating temperature, laser power, scan spacing, scan speed, layer thickness, and part build orientation) on the properties (tensile strength, tensile modulus, elongation at break, and part density) of SLS produced parts. A design of experiments (DoE) approach was used to plan the experiments. …”
Get full text

Multi-Objective Optimization of Injection Parameters and Energy Consumption Based on ANN-Differential Evolution by Devic Oktora, Yu-Hung Ting, Sukoyo

“…This work will employ complete factorial design of experiments (DoE) to acquire a dataset which is both resilient and suitable for training, validation, and testing purposes. …”
Get full text

Investigation of impact energy absorption of AA6061 and its composites: role of post-aging cooling methods by G. V. Krishna Reddy, B. K. Naveen Kumar, G. Hareesha, A. M. Rajesh, Saleemsab Doddamani

“…The composites were produced using the stir casting technique with varying weight fractions of graphite and SiC particles based on Taguchi's design of experiments. Charpy impact tests were conducted using a specialised testing machine. …”
Get full text

Evaluation of Parameters Affecting Magnetic Abrasive Finishing on Concave Freeform Surface of Al Alloy via RSM Method by Mehrdad Vahdati, SeyedAlireza Rasouli

“…The use of simple hemisphere for installation on the flat area of the magnets as well as magnets’ spark in curve form is a measure done during testing the experiments. The design of experiments is based on response surface methodology. …”
Get full text

Undrained Dynamic Behavior of Reinforced Subgrade under Long-Term Cyclic Loading by Min Geng, Debin Wang, Peiyong Li

“…Impact on dynamic behavior of the reinforced soil specimens is discussed through orthogonal design of experiments in four factors and three levels. This study has demonstrated that the order of dynamic elastic modulus of reinforced soil is influenced by dynamic stress amplitude, frequency, reinforced layer, and confining pressure within changing in factor level. …”
Get full text

Developing an Empirical Relationship to Predict the Wear Characteristics of Ni-Based Hardfaced Deposits on Nuclear Grade 316LN Austenitic Stainless Steel by S. Gnanasekaran, Samson Jerold Samuel Chelladurai, G. Padmanaban, Ramesh Arthanari, V. Balasubramanian

“…Hence, in this investigation, an effort has been made to develop empirical relationship to predict weight loss of laser hardfaced Ni-based alloy surface incorporating laser parameters using statistical tools such as design of experiments (DoE) and analysis of variance (ANOVA). …”
Get full text