Стартапы в области искусственного интеллекта решают одну из старейших проблем горнодобывающей отрасли

В небольшом городке недалеко от озера Балхаш казахстанское золотодобывающее предприятие полагается на искусственный интеллект, чтобы спрогнозировать, когда обогатительная фабрика близка к перегрузке.

АО «АК Алтыналмас» сотрудничает с британским технологическим стартапом Intellisense.io, программное обеспечение которого использует датчики, установленные на фабрике, для моделирования процесса измельчения и выявления проблем до их возникновения. Это приобретает все большую ценность, поскольку на рудниках компании добывают руду с более низким содержанием золота, что создает дополнительную нагрузку на ее технологический процесс.

Читать материал полностью

ID	(4,96)	Class	SQL
0	1,02	DB	SELECT * FROM ru_mass_medias WHERE id = :id AND active = :active AND active = 1 ORDER BY idx ASC SELECT * FROM ru_mass_medias WHERE id = :id AND active = :active AND active = 1 ORDER BY idx ASC LIMIT 1	1
1	1,12	DB	SELECT * FROM ru_rubrics WHERE 1=1 AND (ru_rubrics.furl='mass_medias') AND active = :active AND a SELECT * FROM ru_rubrics WHERE 1 = 1 AND (ru_rubrics.furl = 'mass_medias') AND active = :active AND active = 1 ORDER BY idx ASC LIMIT 1	1
2	0,48	DB	SELECT * FROM ru_rubrics WHERE 1 = 1 AND active = :active AND active = 1 ORDER BY idx ASC LIMIT 1 SELECT * FROM ru_rubrics WHERE 1 = 1 AND active = :active AND active = 1 ORDER BY idx ASC LIMIT 10000	1
3	0,21	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
4	0,14	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
5	0,11	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
6	0,11	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
7	0,11	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
8	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
9	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
10	0,12	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
11	0,11	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
12	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
13	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
14	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
15	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
16	0,11	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
17	0,11	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
18	0,11	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
19	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
20	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
21	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
22	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1
23	0,1	DB	SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000 SELECT string FROM ru_config WHERE title = :title AND active = 1 ORDER BY id ASC LIMIT 1000	1

(4,96)

Class

SQL

1,02

SELECT * FROM ru_mass_medias WHERE id = :id AND active = :active AND active = 1 ORDER BY idx ASC

SELECT 
  * 
FROM 
  ru_mass_medias 
WHERE 
  id = :id 
  AND active = :active 
  AND active = 1 
ORDER BY 
  idx ASC 
LIMIT 
  1

1,12

SELECT * FROM ru_rubrics WHERE 1=1 AND (ru_rubrics.furl='mass_medias') AND active = :active AND a

SELECT 
  * 
FROM 
  ru_rubrics 
WHERE 
  1 = 1 
  AND (ru_rubrics.furl = 'mass_medias') 
  AND active = :active 
  AND active = 1 
ORDER BY 
  idx ASC 
LIMIT 
  1

0,48

SELECT * FROM ru_rubrics WHERE 1 = 1 AND active = :active AND active = 1 ORDER BY idx ASC LIMIT 1

SELECT 
  * 
FROM 
  ru_rubrics 
WHERE 
  1 = 1 
  AND active = :active 
  AND active = 1 
ORDER BY 
  idx ASC 
LIMIT 
  10000

0,21