Online monitoring and control of particle size in the grinding process using least square support vector regression and resilient back propagation neural network

AK Pani, HK Mohanta - ISA transactions, 2015 - Elsevier
Particle size soft sensing in cement mills will be largely helpful in maintaining desired
cement fineness or Blaine. Despite the growing use of vertical roller mills (VRM) for clinker …

Soft sensing of particle size in a grinding process: Application of support vector regression, fuzzy inference and adaptive neuro fuzzy inference techniques for online …

AK Pani, HK Mohanta - Powder technology, 2014 - Elsevier
Use of soft sensors for online particle size monitoring in a grinding process is a viable
alternative since physical sensors for the same are not available for many such processes …

Soft sensor modeling of cement clinker quality: a novel timing matching technique and data decoupling approach

Y Zhao, R Wu, S Zhang, H Qu… - Measurement Science and …, 2023 - iopscience.iop.org
Clinker free calcium oxide (f-CaO) content is an important indicator of cement quality.
Considering the production characteristics (strong coupling, time-varying delay) in the …

A Survey on Soft Sensor of Free Calcium Oxide Content

Y Zhao, S Zhang, H Yu - 2022 27th International Conference on …, 2022 - ieeexplore.ieee.org
The free calcium oxide (f-CaO) content of cement clinker is an important indicator of its
quality, and soft measurement modeling techniques enable the monitoring of clinker f-CaO …

Neural networks as a diagnosing tool for industrial level measurement through non-contacting radar type and support to the decision for its better application

D Borg, FF Pinto, M Suetake, D Brandão - IFAC-PapersOnLine, 2016 - Elsevier
The aim of this study was to develop an analysis tool based on artificial neural networks
(ANN) to detect level measurement problems with free wave propagation radars. The trend …

Modeling based on the extreme learning machine for raw cement mill grinding process

X Lin, J Liang - Proceedings of the 2015 Chinese Intelligent …, 2015 - Springer
Vertical grinding mill is the main grinding equipment for the new-type dry cement raw meal
production, raw material grinding process in cement industries accounts for approximately …

Multi-Objective Optimization in Cement Grinding Process: A Time Domain Rolling Optimization Method Based on CIE-MOCS Algorithm

X Yang, J Zhang, Y Li, X Zheng… - 2023 42nd Chinese …, 2023 - ieeexplore.ieee.org
Power consumption and cement specific surface area (SSA) are two essential production
indexes in the cement grinding process. It is of great significance to reduce power …

MAJAKKA STATE OF THE ART-SELVITYS Digitalisaation työkalupakista eväitä vähähiiliseen teollisuuteen

R Hietala, A Isokangas, M Jose, H Kaakinen… - 2023 - theseus.fi
Valtioneuvoston tulevaisuusselonteon visiossa Vähäpäästöinen Suomi 2050, nykyisellä
Suomen päästöjakaumalla suurimmat säästöt saavutetaan teollisuuden prosessien …

Method for determining mechanical properties of a rolled material using a hybrid model

DN DUY, K Freinschlag, S Bragin, JAX Klaus… - US Patent …, 2024 - Google Patents
A method for determining mechanical properties of a first rolled material by a hybrid model
that includes production datasets relating to further rolled materials, a physical production …

An Ensemble Modeling for Thermal Error of CNC Machine Tools

X Jiang, PP Zhu, P Lou, X Zhang, Q Liu - Methods and Applications for …, 2018 - Springer
Thermal error caused by the thermal deformation of computer numerical control (CNC)
machine tools is one of the main factors to affect the machining accuracy. With monitoring …