{"id":"2026-oct-expansion20-materials-nornickel-reksoft-ir","canonicalSlug":"2026-oct-expansion20-materials-nornickel-reksoft-ir","url":"https://wellficent.com/en/news/2026-oct-expansion20-materials-nornickel-reksoft-ir","language":"en","title":"Nornickel deploys infrared computer vision for converter monitoring in Norilsk","summary":"Reksoft says two infrared cameras per converter feed a vision system that identifies operating stages and melt phases at a Norilsk metallurgical site.","body":["Reksoft said on 5 October that it and Nornickel had completed development and deployed a converter-tap monitoring system at a metallurgical operation in Norilsk. The system uses computer vision and infrared cameras to identify changes between melt phases and alert operators as the stream composition changes. The release says the updated system was installed at the site; it does not establish deployment across all converters or plants.","Two infrared cameras, covering near and mid ranges, were installed opposite each converter mouth. The models identify the converter mouth, ladle, lifting beam and melt stream, then use their positions to classify operating stages. Image dynamics help distinguish moving melt from stationary accretions, while separate thresholds are used for converter slag, rich matte and blister copper. The source reports no independently measured recovery gain or model-accuracy figure."],"keyPoints":[],"sections":[],"text":"Nornickel deploys infrared computer vision for converter monitoring in Norilsk\n\nReksoft says two infrared cameras per converter feed a vision system that identifies operating stages and melt phases at a Norilsk metallurgical site.\n\nReksoft said on 5 October that it and Nornickel had completed development and deployed a converter-tap monitoring system at a metallurgical operation in Norilsk. The system uses computer vision and infrared cameras to identify changes between melt phases and alert operators as the stream composition changes. The release says the updated system was installed at the site; it does not establish deployment across all converters or plants.\n\nTwo infrared cameras, covering near and mid ranges, were installed opposite each converter mouth. The models identify the converter mouth, ladle, lifting beam and melt stream, then use their positions to classify operating stages. Image dynamics help distinguish moving melt from stationary accretions, while separate thresholds are used for converter slag, rich matte and blister copper. The source reports no independently measured recovery gain or model-accuracy figure.","category":"economy","region":"world","topics":["ai","metals"],"eventDate":"2026-10-05","eventDateBasis":"Reksoft publication date; the source does not separately state the actual deployment date.","publishedAt":"2026-10-10T17:08:28Z","modifiedAt":"2026-10-10T17:08:28Z","publicationBasis":"first-publication","preparedAt":"2026-10-10T17:07:20Z","sourcePublishedAt":"2026-10-05","translatedAt":"2026-10-10T16:51:22Z","sources":[{"url":"https://www.reksoft.com/news/nornikel-i-reksoft-modernizirovali-sistemu-kontrolya-sliva/","name":"Reksoft","checkedAt":"2026-10-10","attribution":"Reksoft, official release dated 2026-10-05. The source page states no open reuse licence; this article is an original factual summary and reproduces no source prose or image.","publishedAt":"2026-10-05"}],"translations":{"en":"https://wellficent.com/en/news/2026-oct-expansion20-materials-nornickel-reksoft-ir","tr":"https://wellficent.com/tr/news/2026-oct-expansion20-materials-nornickel-reksoft-ir","ar":"https://wellficent.com/ar/news/2026-oct-expansion20-materials-nornickel-reksoft-ir","fr":"https://wellficent.com/fr/news/2026-oct-expansion20-materials-nornickel-reksoft-ir","es":"https://wellficent.com/es/news/2026-oct-expansion20-materials-nornickel-reksoft-ir","ru":"https://wellficent.com/ru/news/2026-oct-expansion20-materials-nornickel-reksoft-ir","pt":"https://wellficent.com/pt/news/2026-oct-expansion20-materials-nornickel-reksoft-ir"},"corrections":[],"locations":[],"type":"news","classification":{"version":"1","dataKinds":["technology-release"],"geographies":[{"role":"event-location","countryCode":"RU","subdivisionCode":"RU-KYA"},{"role":"economic-scope","countryCode":"RU","subdivisionCode":"RU-KYA"}],"evidenceBasis":["reported-observation"],"measurementPeriod":null}}