{"id":602,"date":"2021-07-13T12:43:53","date_gmt":"2021-07-13T12:43:53","guid":{"rendered":"https:\/\/innovamas.nakasawaresources.com\/?p=602"},"modified":"2021-09-21T16:54:51","modified_gmt":"2021-09-21T16:54:51","slug":"artificial-intelligence-machine-learning","status":"publish","type":"post","link":"https:\/\/innovamas.nakasawaresources.com\/en\/artificial-intelligence-machine-learning\/","title":{"rendered":"ARTIFICIAL INTELLIGENCE APPLIED TO OUR SUPER MATROID TECHNOLOGY"},"content":{"rendered":"[vc_row type=”in_container” full_screen_row_position=”middle” column_margin=”default” column_direction=”default” column_direction_tablet=”default” column_direction_phone=”default” scene_position=”center” text_color=”dark” text_align=”left” row_border_radius=”none” row_border_radius_applies=”bg” overlay_strength=”0.3″ gradient_direction=”left_to_right” shape_divider_position=”bottom” bg_image_animation=”none”][vc_column column_padding=”no-extra-padding” column_padding_tablet=”inherit” column_padding_phone=”inherit” column_padding_position=”all” background_color_opacity=”1″ background_hover_color_opacity=”1″ column_shadow=”none” column_border_radius=”none” column_link_target=”_self” gradient_direction=”left_to_right” overlay_strength=”0.3″ width=”1\/1″ tablet_width_inherit=”default” tablet_text_alignment=”default” phone_text_alignment=”default” column_border_width=”none” column_border_style=”solid” bg_image_animation=”none”][vc_column_text]Machine Learning is a scientific discipline within Artificial Intelligence (AI) field that creates intelligent computerized systems that learn automatically. Learning in this context means identifying complex patterns in millions of data points.<\/p>\n

Considered a branch of Artificial Intelligence, machine learning develops techniques that allow computers to learn from data without being expressly programmed to do this<\/strong>. This feature is an essential skill to design systems capable of identifying patterns in the data to make predictions.<\/p>\n

At Nakasawa Resources, we apply these intelligent technologies in our processes as a tool for recording the parameters that influence the operation of our technologies and ensure not only process safety but also quality.<\/p>\n

The Super Matroid<\/strong>, for example, addresses the transformation of water from its liquid state to the superheated dry steam or superheated wet steam state under a controlled system to measure and ensure high steam quality at the total system output (>95%)<\/strong>. Technically, this translates into a system with a high percentage of gas-phase and a low or minimal percentage of the liquid phase.<\/p>\n

A Programmable Logic Controller (PLC) with mathematical algorithms and automatic decision-making process design handles the data under proper balance to ensure system operability.<\/strong><\/p>\n

All this information, analyzed in real-time, helps us have systems capable of identifying patterns and making optimization predictions. This way, the continuous improvement of the process helps guarantee safety, profitability, and good results.<\/strong> Through our software, the system checks and warns about these patterns to propose immediate solutions while maintaining the integrity of the operations.<\/p>\n

If we go back to the case of the Super Matroid, its automatic steam quality measurement station activates the essential commands for the automatic adjustment of the water-fuel ratio, in case it detects a decrease<\/strong> in the percentage of the gas phase within the steam stream, optimizing thus the steam quality in the desired range<\/strong>. These scenarios are automatically stored in the equipment’s master PLC and processed by the software to detect behavioral predictions.<\/p>\n

Undoubtedly, the digitalization of our processes has shown us that technology can be at the service of our systems and work in the right direction to achieve better results more safely.<\/p>\n

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Machine Learning is a scientific discipline within Artificial Intelligence (AI) field that creates intelligent computerized systems that learn automatically. 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