Papers by Zulkharnain Muhammad

We can now manufacture AI-based instruments. Data analytics allow for more precise and varied mea... more We can now manufacture AI-based instruments. Data analytics allow for more precise and varied measurements. This has also made the cost of the system decrease a lot. This paper discusses the latest trends in using artificial intelligence in instrumentation. It is now easier to use multiphase flow metering technology. In this system, we can easily measure the flow rates of gas, liquid, and solids in a pipeline or any system. Oil, gas and chemical industry have now started this usage. Chemical processing and mining can also use this technology. This allows for simple calculation of multiphase flows, which can be used in process optimization monitoring and control. There is a growing trend in combustion monitoring because of the use of AI. Consequently, more accurate observation and analysis of the combustion process are possible. Environmental regulations can also be easily checked. This is useful in carbon dioxide flow measurement using carbon capture and storage aspects of it.

We can now manufacture AI-based instruments. Data analytics allow for more precise and varied mea... more We can now manufacture AI-based instruments. Data analytics allow for more precise and varied measurements. This has also made the cost of the system decrease a lot. This paper discusses the latest trends in using artificial intelligence in instrumentation. It is now easier to use multiphase flow metering technology. In this system, we can easily measure the flow rates of gas, liquid, and solids in a pipeline or any system. Oil, gas and chemical industry have now started this usage. Chemical processing and mining can also use this technology. This allows for simple calculation of multiphase flows, which can be used in process optimization monitoring and control. There is a growing trend in combustion monitoring because of the use of AI. Consequently, more accurate observation and analysis of the combustion process are possible. Environmental regulations can also be easily checked. This is useful in carbon dioxide flow measurement using carbon capture and storage aspects of it.
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Papers by Zulkharnain Muhammad