[HTML][HTML] Modeling industrial hydrocyclone operational variables by SHAP-CatBoost-A “conscious lab” approach

SC Chelgani, H Nasiri, A Tohry, HR Heidari - Powder Technology, 2023 - Elsevier
Undoubtedly hydrocyclones play a critical role in powder technology, which can
considerably affect the plants' process efficiency. However, hydrocyclones were rarely …

Emerging application of hydrocyclone in biotechnology and food processing

L Ji, P Paul, BK Shanbhag, I Dixon, S Kuang… - Separation and …, 2023 - Elsevier
The processing of bioproducts and food often requires efficiently separating particles such
as mammalian or yeast cells from solutions. The rapid growth of biotechnology and food …

Cleaning the produced water in offshore oil production by using plant-wide optimal control strategy

Z Yang, S Pedersen, P Durdevic - 2014 Oceans-St. John's, 2014 - ieeexplore.ieee.org
To clean the produced water is always a challenging critical issue in the offshore oil & gas
industry. By employing the plant-wide control technology, this paper discussed the …

Plant-wide control for better de-oiling of produced water in offshore oil & gas production

Z Yang, JP Stigkæ, B Løhndorf - IFAC Proceedings Volumes, 2013 - Elsevier
This paper discusses the application of plant-wide control philosophy to enhance the
performance and capacity of the Produced Water Treatment (PWT) in offshore oil & gas …

Prediction of hydrocyclone performance using artificial neural networks

M Karimi, A Dehghani, A Nezamalhosseini… - Journal of the Southern …, 2010 - scielo.org.za
Artificial neural networks (ANNs) have found their applications in the modelling of unit
operations of mineral processing plants. In this research, laboratory-scale tests were …

Hydrocyclone cut-size estimation using artificial neural networks

S Van Loggenberg, G Van Schoor, KR Uren… - IFAC-PapersOnLine, 2016 - Elsevier
The hydrocyclone is widely used throughout the mineral processing industry when working
with slurries. It is either used for classifying, desliming or dewatering. Hydrocyclones are …

Hybrid fuzzy modelling using memetic algorithm for hydrocyclone control

KW Wong, YS Ong, H Eren… - Proceedings of 2004 …, 2004 - ieeexplore.ieee.org
The use of a hybrid fuzzy modeling can act as a good alternative in establishing a
hydrocyclone control model in estimating the hydrocyclone parameter, d50c. In most control …

[PDF][PDF] Grey-Box Modeling and Validation of Deoiling Hydrocyclones

MV Bram - 2020 - vbn.aau.dk
The produced oil and gas from offshore installations are transported to onshore facilities for
further processing, while the produced water (PW), which commonly is more than 90% of the …

Optimization prediction and experimental verification of cyclone performance based on BP neural network

M Sun - Journal of Physics: Conference Series, 2022 - iopscience.iop.org
As a kind of centrifugal separation equipment, hydrocyclone has developed rapidly with the
advantages of high economic benefits, good compactness, high processing efficiency …

Developing a generalised neural-fuzzy hydrocyclone model for particle separation

CC Fung, KW Wong, H Eren - IMTC/98 Conference …, 1998 - ieeexplore.ieee.org
Development of a neural-fuzzy model for an operational hydrocyclone is reported in this
paper. The model integrates the benefits of the artificial neural network (ANN) and the fuzzy …