CN114011532A - 一种基于安全评估的水泥粉磨优化控制方法 - Google Patents
一种基于安全评估的水泥粉磨优化控制方法 Download PDFInfo
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- CN114011532A CN114011532A CN202111231239.6A CN202111231239A CN114011532A CN 114011532 A CN114011532 A CN 114011532A CN 202111231239 A CN202111231239 A CN 202111231239A CN 114011532 A CN114011532 A CN 114011532A
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- pulverizer
- grinding
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- optimization control
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- 238000000227 grinding Methods 0.000 title claims abstract description 82
- 238000005457 optimization Methods 0.000 title claims abstract description 62
- 238000000034 method Methods 0.000 title claims abstract description 57
- 239000004568 cement Substances 0.000 title claims abstract description 47
- 238000004422 calculation algorithm Methods 0.000 claims abstract description 19
- 230000008569 process Effects 0.000 claims abstract description 15
- 238000010298 pulverizing process Methods 0.000 claims abstract description 13
- 238000013507 mapping Methods 0.000 claims abstract description 12
- 238000012545 processing Methods 0.000 claims abstract description 10
- 230000004927 fusion Effects 0.000 claims abstract description 6
- 229910000831 Steel Inorganic materials 0.000 claims description 30
- 239000000463 material Substances 0.000 claims description 30
- 239000010959 steel Substances 0.000 claims description 30
- 238000011049 filling Methods 0.000 claims description 18
- 238000011156 evaluation Methods 0.000 claims description 12
- 230000006872 improvement Effects 0.000 claims description 12
- 238000013135 deep learning Methods 0.000 claims description 9
- 238000004519 manufacturing process Methods 0.000 claims description 7
- 230000009467 reduction Effects 0.000 claims description 7
- 238000005299 abrasion Methods 0.000 claims description 6
- 238000004458 analytical method Methods 0.000 claims description 6
- 239000000843 powder Substances 0.000 claims description 6
- 239000013589 supplement Substances 0.000 claims description 6
- 238000013527 convolutional neural network Methods 0.000 claims description 5
- 238000010206 sensitivity analysis Methods 0.000 claims description 5
- 238000012549 training Methods 0.000 claims description 5
- 238000004364 calculation method Methods 0.000 claims description 3
- 238000013461 design Methods 0.000 claims description 3
- 238000000605 extraction Methods 0.000 claims description 3
- 235000013312 flour Nutrition 0.000 claims description 3
- 230000002068 genetic effect Effects 0.000 claims description 3
- 238000010801 machine learning Methods 0.000 claims description 3
- 239000000203 mixture Substances 0.000 claims description 3
- 239000002245 particle Substances 0.000 claims description 3
- 238000005293 physical law Methods 0.000 claims description 3
- 238000003672 processing method Methods 0.000 claims description 3
- 238000012502 risk assessment Methods 0.000 claims description 3
- 230000008859 change Effects 0.000 abstract description 4
- 238000011160 research Methods 0.000 description 3
- 230000008901 benefit Effects 0.000 description 2
- 230000008878 coupling Effects 0.000 description 2
- 238000010168 coupling process Methods 0.000 description 2
- 238000005859 coupling reaction Methods 0.000 description 2
- 230000007547 defect Effects 0.000 description 2
- 238000005265 energy consumption Methods 0.000 description 2
- 239000000284 extract Substances 0.000 description 2
- 230000036571 hydration Effects 0.000 description 2
- 238000006703 hydration reaction Methods 0.000 description 2
- 201000004569 Blindness Diseases 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000015271 coagulation Effects 0.000 description 1
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- 239000002002 slurry Substances 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 238000005303 weighing Methods 0.000 description 1
Images
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B02—CRUSHING, PULVERISING, OR DISINTEGRATING; PREPARATORY TREATMENT OF GRAIN FOR MILLING
- B02C—CRUSHING, PULVERISING, OR DISINTEGRATING IN GENERAL; MILLING GRAIN
- B02C17/00—Disintegrating by tumbling mills, i.e. mills having a container charged with the material to be disintegrated with or without special disintegrating members such as pebbles or balls
- B02C17/18—Details
- B02C17/1805—Monitoring devices for tumbling mills
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B02—CRUSHING, PULVERISING, OR DISINTEGRATING; PREPARATORY TREATMENT OF GRAIN FOR MILLING
- B02C—CRUSHING, PULVERISING, OR DISINTEGRATING IN GENERAL; MILLING GRAIN
- B02C25/00—Control arrangements specially adapted for crushing or disintegrating
Landscapes
- Engineering & Computer Science (AREA)
- Food Science & Technology (AREA)
- Crushing And Grinding (AREA)
- Disintegrating Or Milling (AREA)
Abstract
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CN202111231239.6A CN114011532B (zh) | 2021-10-22 | 2021-10-22 | 一种基于安全评估的水泥粉磨优化控制方法 |
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CN202111231239.6A CN114011532B (zh) | 2021-10-22 | 2021-10-22 | 一种基于安全评估的水泥粉磨优化控制方法 |
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CN114011532A true CN114011532A (zh) | 2022-02-08 |
CN114011532B CN114011532B (zh) | 2022-10-28 |
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Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115245854A (zh) * | 2022-06-23 | 2022-10-28 | 合肥中都机械有限公司 | 基于模糊控制的辊压机控制方法及低成本高效率的辊压机 |
CN116474928A (zh) * | 2023-06-25 | 2023-07-25 | 中才邦业(杭州)智能技术有限公司 | 一种水泥磨能耗优化方法及*** |
WO2023242752A1 (en) * | 2022-06-15 | 2023-12-21 | Intellisense.Io | System and method for continuous optimization of mineral processing operations |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20200246806A1 (en) * | 2017-08-07 | 2020-08-06 | Cidra Corporate Services Inc. | Assessing the benefits of automatic grinding control using pst technology for true on-line particle size measurement |
US20200364386A1 (en) * | 2019-05-14 | 2020-11-19 | Beijing University Of Technology | Soft sensing method and system for difficult-to-measure parameters in complex industrial processes |
CN112169928A (zh) * | 2020-10-12 | 2021-01-05 | 中国人民武装警察部队工程大学 | 一种半自磨机的功率和轴压控制方法 |
CN112347689A (zh) * | 2020-10-30 | 2021-02-09 | 昆明理工大学 | 一种基于离散元法的半自磨机衬板形状优化方法 |
CN113019594A (zh) * | 2021-03-01 | 2021-06-25 | 广东道氏技术股份有限公司 | 基于多智能体tlbo算法的球磨机制粉优化控制方法 |
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2021
- 2021-10-22 CN CN202111231239.6A patent/CN114011532B/zh active Active
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20200246806A1 (en) * | 2017-08-07 | 2020-08-06 | Cidra Corporate Services Inc. | Assessing the benefits of automatic grinding control using pst technology for true on-line particle size measurement |
US20200364386A1 (en) * | 2019-05-14 | 2020-11-19 | Beijing University Of Technology | Soft sensing method and system for difficult-to-measure parameters in complex industrial processes |
CN112169928A (zh) * | 2020-10-12 | 2021-01-05 | 中国人民武装警察部队工程大学 | 一种半自磨机的功率和轴压控制方法 |
CN112347689A (zh) * | 2020-10-30 | 2021-02-09 | 昆明理工大学 | 一种基于离散元法的半自磨机衬板形状优化方法 |
CN113019594A (zh) * | 2021-03-01 | 2021-06-25 | 广东道氏技术股份有限公司 | 基于多智能体tlbo算法的球磨机制粉优化控制方法 |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
WO2023242752A1 (en) * | 2022-06-15 | 2023-12-21 | Intellisense.Io | System and method for continuous optimization of mineral processing operations |
CN115245854A (zh) * | 2022-06-23 | 2022-10-28 | 合肥中都机械有限公司 | 基于模糊控制的辊压机控制方法及低成本高效率的辊压机 |
CN115245854B (zh) * | 2022-06-23 | 2023-05-26 | 合肥中都机械有限公司 | 基于模糊控制的辊压机控制方法及低成本高效率的辊压机 |
CN116474928A (zh) * | 2023-06-25 | 2023-07-25 | 中才邦业(杭州)智能技术有限公司 | 一种水泥磨能耗优化方法及*** |
CN116474928B (zh) * | 2023-06-25 | 2023-09-26 | 中才邦业(杭州)智能技术有限公司 | 一种水泥磨能耗优化方法及*** |
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Effective date of registration: 20231125 Address after: 210000 Sanbao Science and Technology Park, No. 10 Maqun Avenue, Maqun Street, Qixia District, Nanjing City, Jiangsu Province Patentee after: Nanjing Sanbao Intelligent Technology Co.,Ltd. Address before: 211899 floor 11, tower a, Jiangbei International wisdom Valley, No. 1, Xinbei Road, Pukou District, Nanjing, Jiangsu Province Patentee before: Nanjing Aobo Industrial Intelligent Technology Research Institute Co.,Ltd. Patentee before: Xinbosi (Nanjing) Intelligent Technology Co.,Ltd. |
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