Structured Uncertainty Assessment for Fahud Field through the Application of Experimental Design and Response Surface Methods

2005 ◽  
Author(s):  
Mohamed Said Al Salhi ◽  
Michiel F.J. Van Rijen ◽  
Harm Dijk ◽  
Lingli Wei
Keyword(s):  
Experimental Design ◽  
Response Surface ◽  
Uncertainty Assessment ◽  
Response Surface Methods ◽  
Structured Uncertainty

scholarly journals Modeling and Sensitivity Analysis of the Forward Osmosis Process to Predict Membrane Flux Using a Novel Combination of Neural Network and Response Surface Methodology Techniques

Membranes ◽  
2021 ◽  
Vol 11 (1) ◽  
pp. 70
Author(s):  
Jasir Jawad ◽  
Alaa H. Hawari ◽  
Syed Javaid Zaidi
Keyword(s):  
Response Surface Methodology ◽  
Experimental Design ◽  
Response Surface ◽  
Forward Osmosis ◽  
Feed Solution ◽  
Operating Conditions ◽  
Ann Model ◽  
Membrane Flux ◽  
Input Variables ◽  
Rsm Model

The forward osmosis (FO) process is an emerging technology that has been considered as an alternative to desalination due to its low energy consumption and less severe reversible fouling. Artificial neural networks (ANNs) and response surface methodology (RSM) have become popular for the modeling and optimization of membrane processes. RSM requires the data on a specific experimental design whereas ANN does not. In this work, a combined ANN-RSM approach is presented to predict and optimize the membrane flux for the FO process. The ANN model, developed based on an experimental study, is used to predict the membrane flux for the experimental design in order to create the RSM model for optimization. A Box–Behnken design (BBD) is used to develop a response surface design where the ANN model evaluates the responses. The input variables were osmotic pressure difference, feed solution (FS) velocity, draw solution (DS) velocity, FS temperature, and DS temperature. The R2 obtained for the developed ANN and RSM model are 0.98036 and 0.9408, respectively. The weights of the ANN model and the response surface plots were used to optimize and study the influence of the operating conditions on the membrane flux.

Evaluation of CO2 sequestration and circulation in fault-bounded thin geothermal reservoirs in North Oman using response surface methods

2021 ◽  
pp. 126411
Author(s):  
Mingjie Chen ◽  
Ali Al-Maktoumi ◽  
Mohammad Mahdi Rajabi ◽  
Azizallah Izady ◽  
Hilal Al-Mamari ◽  
...  
Keyword(s):  
Response Surface ◽  
Co2 Sequestration ◽  
Response Surface Methods ◽  
Geothermal Reservoirs

A novel design procedure for tractor clutch fingers by using optimization and response surface methods

2016 ◽  
Vol 30 (6) ◽  
pp. 2615-2625 ◽  
Author(s):  
Oguz Dogan ◽  
Fatih Karpat ◽  
Celalettin Yuce ◽  
Necmettin Kaya ◽  
Nurettin Yavuz ◽  
...  
Keyword(s):  
Response Surface ◽  
Design Procedure ◽  
Response Surface Methods ◽  
Novel Design
Sign in / Sign up

Export Citation Format

Share Document