Near-infrared spectroscopy for the concurrent quality prediction and status monitoring of gasoline blending

K He, M Zhong, Z Li, J Liu - Control Engineering Practice, 2020 - Elsevier
Gasoline is one of the major products of oil and petrochemical industry. Blending is the final
step and key to improve the efficiency of gasoline production. As an important property that …

Weighted incremental minimax probability machine-based method for quality prediction in gasoline blending process

K He, M Zhong, W Du - Chemometrics and Intelligent Laboratory Systems, 2020 - Elsevier
Near-infrared (NIR) spectroscopy is frequently used to predict quality-relevant variables that
are difficult to measure online. This technology can be applied by developing the NIR model …

Evaluation of accuracy of literature gasoline blending models to predict octane numbers of gasoline blends

D Stratiev, E Nikolaychuk, I Shishkova… - Petroleum Science …, 2017 - Taylor & Francis
The gasoline blending prediction models available in the open literature: Linear method,
Ethyl method, Stewart method, Zahed method, and Twu method were tested on 25 gasoline …

Active training sample selection and updating strategy for near-infrared model with an industrial application

K He, K Wang, Y Yan - Chinese Journal of Chemical Engineering, 2019 - Elsevier
Training sample selection is widely accepted as an important step in developing a near-
infrared (NIR) spectroscopic model. For industrial applications, the initial training dataset is …

Recent progress and challenges in process optimization: Review of recent work at ECUST

X Wang, D Han, Y Lin, W Du - The Canadian Journal of …, 2018 - Wiley Online Library
Optimization is an eternal topic in chemical processes due to limited resources and various
safety and environment constraints. The highly intense market competition has led to the …

连续汽油调和调度问题的建模与优化.

伍青青, 程辉 - Information & Control, 2020 - search.ebscohost.com
摘要汽油占炼油厂收益的60%~ 70%, 因此对汽油调和调度问题进行优化引起了工业与学术界的
广泛关注. 汽油调和调度问题是一个带有复杂约束的混合整数非线性规划问题 …

有偏最小最大概率模型及在汽油属性预测中的应用.

贺凯迅, 刘晶晶, 王小邦… - Control Theory & …, 2020 - search.ebscohost.com
汽油属性的在线预测多采用无偏估计方法建立的近红外定量分析模型实现, 累积预测误差的正负
偏差范围难以控制, 这会严重影响汽油调合优化控制的投运效果. 针对这一问题 …

[PDF][PDF] Использование интеграции информационных систем для повышения эффективности приготовления смесей

ВИ Кувыкин, АЕ Матвеев - Современные наукоемкие …, 2020 - s.top-technologies.ru
Статья посвящена инновационным решениям по улучшению приготовления смесей
при интеграции систем смешения, планирования и материального баланса. Одна из …

Исследование соответствия измеренных и прогнозируемых программой RPMS октановых чисел бензиновых смесей, соответствующих стандарту ЕВРО V

Е Николайчук, Д Стратиев, И Шишкова… - … и нефтехимия. Научно …, 2017 - elibrary.ru
Были исследованы октановые числа и дистилляционные характеристики шести
смесей бензиновых компонентов, а именно: гидроочищенного крекинг-бензина с …

[PDF][PDF] A novel training sample selection approach for near-Infrared spectroscopy model and its industrial application

K He, Y Li, K Wang - Chemical Engineering Transactions, 2017 - distantreader.org
Near-infrared (NIR) spectroscopy has been widely applied for the real-time measurements
of quality variables, which plays an important role in process control, monitoring and …