WO 2021/225544 A1

System and method for AI controlling mill operations to lower electricity consumption

(22) 10.03.2021

(43) 11.11.2021

(57) This invention relates to a method for controlling operations taking place in a mill through mill parameters which automatically leads to lower electricity/energy consumption and higher yield in industrial production, preferably a cement manufacturing process. The method of the invention is an AI (artificial intelligence) based method and comprising sensor behaviour prediction and optimization system. The AI method involves an end-to-end automated process for sensor data analyses, machine learning model training which is tailored for vertical/horizontal mills and operationalizing the model results with an optimization system for parameter management. The invention is also related to a system for controlling the operations taking place in a mill by using an AI (artificial intelligence) based method.

(71) Sabanci Dijital Teknoloji Hizmetleri A.S., Küçük Çamlica Mah. Kisikli Cad. 56, 34696 Üsküdar Istanbul (TR)


Related articles:

Issue 2018-6 WO 2018/054756 A1

Method for controlling ammonia content in cement flue gas and cement plant with controlled ammonia emission

(22) 14.09.2017 (43) 29.03.2018 (57) The invention relates to a method for controlling an ammonia content in the exhaust gas (E) from a cement manufacturing plant wherein the gaseous stream (G)...

Issue 2017-7-8 US 2017/0120252 A1

Method and air-swept vertical mill for grinding hot, wet raw ­material and also channel-like segment

(22) 02.06.2015 (43) 04.05.2017 (57) The invention relates to a method for milling hot and wet raw materials, in particular cement clinker, in a vertical airflow mill (1), to a vertical airflow mill...

Issue 2015-12 US 2015/0284620 A1

Method for creating a composite cement with enhanced properties for use in oil and gas walls

(22) 06.04.2014 (43) 08.10.2015 (57) This invention relates to using a unique blend of components of a composite cement and subjecting them to a rotary mill process using variably sized and shaped...

Issue 2016-5 CN 104446063 A

Cement and manufacturing method thereof

(22) 03.12.2014 (45) 25.03.2015 (57) The invention discloses cement and a manufacturing method thereof, and in particular discloses cement taking magnesium sulfate as a main ingredient and a...

Issue 2021-6 WO 2021/001781 A1


(22) 02.07.2020 (43) 07.01.2021 (57) The present invention relates to clinker, in particular cement clinker. The invention provides a method of preparing clinker and extends to clinker prepared in...