Cement News tagged under: machine learning

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ML/AI-based maintenance to enhance energy efficiency

14 February 2024, Published under Cement News

Recently, CemAI representatives were invited to present to the United States Environmental Protection Agency’s (EPA) ENERGY STAR® division on the topic of machine learning/artificial intelligence’s (ML/AI) use in increasing energy efficiency. The ENERGY STAR programme was interested in the role that better maintenance and control of processes could play in cement manufacturing performance. By CemAI, USA. CemAI CEO Scott Ziegler outlined the benefits of machine learning and artifici...

Taking the magic out of machine learning

20 April 2022, Published under Cement News

Artificial intelligence (AI) and its subcomponent machine learning (ML) are almost everywhere in industrial processes, and cement manufacturing is no exception. 1,2 Despite the common use of these terms, how a model is built and implemented remains a mystery to many. Holcim Innovation Center demystifies the process by stepping through a machine learning project.  By Louise Harding and Xavier Cieren, Holcim Innovation Center, France. Figure 1: machine learning implementation steps ...