Propagating input uncertainties into parameter uncertainties and model prediction uncertainties—A review

K Abdi, B Celse, K McAuley - The Canadian Journal of …, 2024 - Wiley Online Library
A review of uncertainty quantification techniques is provided for a variety of situations
involving uncertainties in model inputs (independent variables). The situations of interest are …

Techno-economic comparison of various process configurations for post-combustion carbon capture using a single-component water-lean solvent

Y Jiang, PM Mathias, CJ Freeman, JA Swisher… - International Journal of …, 2021 - Elsevier
Aqueous amines-based absorption is the most mature and scalable technology for post-
combustion carbon capture, but subject to high energy and capital investment costs. Water …

Operational safety assessment of offshore pipeline with multiple MIC defects

S Adumene, F Khan, S Adedigba - Computers & Chemical Engineering, 2020 - Elsevier
Microbiologically influenced corrosion (MIC) creates multiple defects. The interaction of MIC
defects and their time dependence need to be considered for robust safety assessment of …

[HTML][HTML] Offshore pipeline integrity assessment considering material and parametric uncertainty

S Adumene, F Khan, S Adedigba… - Journal of Pipeline …, 2021 - Elsevier
This paper presents a methodology that integrates the semi-empirical corrosion models with
probabilistic analysis to study steel structural failure behavior considering material and …

Modular framework for simulation-based multi-objective optimization of a cryogenic air separation unit

BV Piguave, SD Salas, D De Cecchis… - ACS omega, 2022 - ACS Publications
A framework to obtain optimal operating conditions is proposed for a cryogenic air
separation unit case study. The optimization problem is formulated considering three …

A multi-objective evolutionary optimization framework for a natural gas liquids recovery unit

SD Salas, L Contreras-Salas, P Rubio-Dueñas… - Computers & Chemical …, 2021 - Elsevier
A simulation-based multi-objective optimization scheme is proposed for determining the
optimal operating conditions of a natural gas liquids (NGL) recovery unit. Two objective …

[PDF][PDF] 基于机理与数据混合驱动的湿法磷酸生产过程代理建模与优化

曾玉娇, 肖炘, 杨刚, 张意博, 郑光明, 李防, 汪凤玲 - 化工学报, 2024 - hgxb.cip.com.cn
基于Aspen Plus 平台, 结合Fortran 编制的磷矿酸解反应和结晶动力学模型子程序完成了整个半
水-二水湿法磷酸工艺流程的严格机理建模, 并用工业数据进行了模型的校正; 然后采用拟Monte …

Simulation-based analysis of hydrometallurgical processes. Case study: Small-scale gold mining in Ecuador

SD Salas, Y González, P Cango, JC Gómez, R Koepke… - Minerals, 2021 - mdpi.com
In this work, two hydrometallurgical processes for gold recovery are explored for a small-
scale gold mining case study located at Ponce Enriquez, Azuay, Ecuador. The …

Many-objective simulation-based optimization of an air separation unit

SD Salas, D De Cecchis, BV Piguave, JA Romagnoli - Ifac-papersonline, 2021 - Elsevier
Air separation systems are crucial in the production of oxygen, which has gained particular
relevance during the COVID-19 outbreak. Mechanical ventilation can compensate …

An enhanced two‐quantile Wilks methodology for engineering uncertainty analysis

JR van Dorp, E Shittu, C Rabiti - Applied Stochastic Models in …, 2023 - Wiley Online Library
Complex computational engineering uncertainty analyses have become more prevalent.
When input parameters of such engineering models are uncertain, the output metric's …