CN104392296B - 一种轧机多智能体模型***的信息交换方法 - Google Patents
一种轧机多智能体模型***的信息交换方法 Download PDFInfo
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- CN104392296B CN104392296B CN201410581508.5A CN201410581508A CN104392296B CN 104392296 B CN104392296 B CN 104392296B CN 201410581508 A CN201410581508 A CN 201410581508A CN 104392296 B CN104392296 B CN 104392296B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
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- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- General Factory Administration (AREA)
Abstract
Description
序号 | 数据项 | 字段名 | 数据类型 | 单位 |
1 | 钢板号 | PLT_ID | char(12) | - |
2 | 板坯厚度 | SLB_THK | DEC(5,2) | mm |
3 | 板坯宽度 | SLB_WID | DEC(5) | mm |
4 | 板坯长度 | SLB_LEN | DEC(5) | mm |
5 | 板坯重量 | SLB_WEI | DEC(5) | KG |
6 | 钢种 | STEEL_GRD | char(20) | - |
7 | 精轧最终厚度 | TAR_THK | DEC(6,3) | mm |
8 | 精轧最终宽度 | TAR_WID | DEC(6,1) | mm |
9 | 精轧最终长度 | TAR_LEN | DEC(6,1) | mm |
10 | 切边量 | SIDE_CUT | DEC(5,1) | mm |
11 | 二次开轧温度 | T_TCR | DEC(5,1) | ℃ |
12 | 终轧温度 | T_FIN | DEC(5,1) | ℃ |
13 | 中间坯厚度 | THK_TCR | DEC(5,1) | mm |
14 | 碳 | C | DEC(6,3) | % |
15 | 硅 | SI | DEC(6,3) | % |
16 | 锰 | MN | DEC(6,3) | % |
17 | 磷 | P | DEC(6,3) | % |
18 | 硫 | S | DEC(6,3) | % |
19 | 铝 | AL | DEC(6,3) | % |
20 | 镍 | NI | DEC(6,3) | % |
21 | 铬 | CR | DEC(6,3) | % |
22 | 铜 | CU | DEC(6,3) | % |
23 | 钼 | MO | DEC(6,3) | % |
24 | 钒 | V | DEC(6,3) | % |
25 | 钛 | TI | DEC(6,3) | % |
26 | 铌 | NB | DEC(6,3) | % |
27 | 钨 | W | DEC(6,3) | % |
28 | 铅 | PB | DEC(6,3) | % |
29 | 锡 | SN | DEC(6,3) | % |
30 | 砷 | AS1 | DEC(6,3) | % |
31 | 碲 | TE | DEC(6,3) | % |
32 | 铋 | BI | DEC(6,3) | % |
33 | 硼 | B | DEC(6,3) | % |
34 | BS | BS | DEC(6,3) | % |
35 | 钙 | CA | DEC(6,3) | % |
36 | 镁 | MG | DEC(6,3) | % |
37 | 氧 | O | DEC(6,3) | % |
38 | 氢 | H | DEC(6,3) | % |
39 | 氮 | N | DEC(6,3) | % |
40 | 稀土 | RE | DEC(6,3) | % |
41 | PCM | PCM | DEC(6,3) | % |
42 | 碳当量1 | CEQ4 | DEC(6,3) | % |
43 | 碳当量2 | CEQ6 | DEC(6,3) | % |
序号 | 数据项 | 字段名 | 数据类型 | 单位 |
1 | 编号 | TRI_NUM | DEC(3,0) | - |
2 | PDI数据接收触发 | TRI_PDI_RECEIVE | DEC(1,0) | - |
序号 | 数据项 | 字段名 | 数据值 |
1 | 钢板号 | PLT_ID | B23353830503 |
2 | 板坯厚度 | SLB_THK | 230.00 |
3 | 板坯宽度 | SLB_WID | 1550 |
4 | 板坯长度 | SLB_LEN | 2900 |
5 | 板坯重量 | SLB_WEI | 7990 |
6 | 钢种 | STEEL_GRD | Q345B |
7 | 精轧最终厚度 | TAR_THK | 50.000 |
8 | 精轧最终宽度 | TAR_WID | 2000.0 |
9 | 精轧最终长度 | TAR_LEN | 10338.5 |
10 | 切边量 | SIDE_CUT | 60.0 |
11 | 二次开轧温度 | T_TCR | 930.0 |
12 | 终轧温度 | T_FIN | 855.0 |
13 | 中间坯厚度 | THK_TCR | 99.0 |
14 | 碳 | C | 0.161 |
15 | 硅 | SI | 0.296 |
16 | 锰 | MN | 1.549 |
17 | 磷 | P | 0.021 |
18 | 硫 | S | 0.013 |
19 | 铝 | AL | 0.023 |
20 | 镍 | NI | 0.013 |
21 | 铬 | CR | 0.038 |
22 | 铜 | CU | 0.043 |
23 | 钼 | MO | 0.004 |
24 | 钒 | V | 0.001 |
25 | 钛 | TI | 0.001 |
26 | 铌 | NB | 0.005 |
27 | 钨 | W | 0.000 |
28 | 铅 | PB | 0.000 |
29 | 锡 | SN | 0.000 |
30 | 砷 | AS1 | 0.000 |
31 | 碲 | TE | 0.000 |
32 | 铋 | BI | 0.000 |
33 | 硼 | B | 0.000 |
34 | BS | BS | 0.000 |
35 | 钙 | CA | 0.000 |
36 | 镁 | MG | 0.000 |
37 | 氧 | O | 0.000 |
38 | 氢 | H | 0.000 |
39 | 氮 | N | 0.000 |
40 | 稀土 | RE | 0.000 |
41 | PCM | PCM | 0.000 |
42 | 碳当量1 | CEQ4 | 0.000 |
43 | 碳当量2 | CEQ6 | 0.000 |
序号 | 信息项 | 单位 |
1 | 信息ID号 | - |
2 | 当前道次数 | - |
3 | 操作侧轧制力 | kN |
4 | 传动侧轧制力 | kN |
5 | 操作侧辊缝 | mm |
6 | 传动侧辊缝 | mm |
7 | 上辊转速 | r/min |
8 | 下辊转速 | r/min |
9 | 上辊主电机电流 | A |
10 | 下辊主电机电流 | A |
11 | 轧件在轧机入口温度 | ℃ |
12 | 轧件在轧机出口温度 | ℃ |
13 | 轧机入口推床开口度 | mm |
14 | 轧机出口推床开口度 | mm |
15 | 测厚仪实测厚度 | mm |
序号 | 信息项 | 数值 |
1 | 信息ID号 | ID_DATA_TREATE_TO_MODEL_LEARN |
2 | 当前道次数 | 1 |
3 | 操作侧轧制力 | 7582.2 |
4 | 传动侧轧制力 | 7704.6 |
5 | 操作侧辊缝 | 215.18 |
6 | 传动侧辊缝 | 215.12 |
7 | 上辊转速 | 30.3 |
8 | 下辊转速 | 31.2 |
9 | 上辊主电机电流 | 185.6 |
10 | 下辊主电机电流 | 325.7 |
11 | 轧件在轧机入口温度 | 1099.7 |
12 | 轧件在轧机出口温度 | 1094.2 |
13 | 轧机入口推床开口度 | 2912 |
14 | 轧机出口推床开口度 | 2953 |
15 | 测厚仪实测厚度 | 0.0 |
序号 | 信息项 | 单位 |
1 | 信息ID号 | - |
2 | 钢板号 | - |
序号 | 数据项 | 字段名 | 数据类型 | 单位 |
1 | 钢板号 | PLT_ID | char(12) | - |
2 | 道次 | PASS_NUM | DEC(2,0) | - |
3 | 出口厚度 | THICK | DEC(5,2) | mm |
4 | 辊缝 | GAP | DEC(5,2) | mm |
5 | 轧制力 | FORCE | DEC(6,1) | kN |
6 | 力矩 | TORQUE | DEC(6,1) | kN.m |
7 | 轧制速度 | SPEED | DEC(3,1) | r/min |
序号 | 信息项 | 数值 |
1 | 信息ID号 | ID_TRK_TO_PROCESS_MANAGE_TRIGGER |
2 | 钢板号 | B23353830503 |
Claims (4)
Priority Applications (1)
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CN201410581508.5A CN104392296B (zh) | 2014-10-24 | 2014-10-24 | 一种轧机多智能体模型***的信息交换方法 |
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CN104392296A CN104392296A (zh) | 2015-03-04 |
CN104392296B true CN104392296B (zh) | 2017-09-22 |
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Families Citing this family (3)
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CN112013690B (zh) * | 2019-05-31 | 2022-07-12 | 上海梅山钢铁股份有限公司 | 一种热轧加热炉入炉板坯综合控制方法 |
CN110263932B (zh) * | 2019-06-24 | 2021-10-26 | 中国人民解放军国防科技大学 | 多智能体仿真***图形化组合构建方法与装置 |
CN111797520B (zh) * | 2020-06-29 | 2023-10-13 | 东北大学 | 一种基于智能增强的在线冷却控制方法 |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101419450A (zh) * | 2008-12-03 | 2009-04-29 | 刘天舒 | 一种工程机械远程监控数据处理方法 |
CN101609331A (zh) * | 2009-07-30 | 2009-12-23 | 西安科技大学 | 一种适用于工业过程控制中的数据存储和读取方法 |
CN102096663A (zh) * | 2009-12-14 | 2011-06-15 | 深圳速浪数字技术有限公司 | 一种数据表编辑方法及数据库服务器 |
CN102223385A (zh) * | 2010-04-14 | 2011-10-19 | 同济大学 | 一种基于多智能体的网格gis资源管理*** |
CN102495591A (zh) * | 2011-12-21 | 2012-06-13 | 江南大学 | 数控机床监控方法 |
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JP4808409B2 (ja) * | 2005-01-14 | 2011-11-02 | 株式会社日立製作所 | センサネットワークシステム、センサデータの検索方法及びプログラム |
US8103435B2 (en) * | 2007-07-27 | 2012-01-24 | George Mason Intellectual Properties, Inc. | Near real-time traffic routing |
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Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101419450A (zh) * | 2008-12-03 | 2009-04-29 | 刘天舒 | 一种工程机械远程监控数据处理方法 |
CN101609331A (zh) * | 2009-07-30 | 2009-12-23 | 西安科技大学 | 一种适用于工业过程控制中的数据存储和读取方法 |
CN102096663A (zh) * | 2009-12-14 | 2011-06-15 | 深圳速浪数字技术有限公司 | 一种数据表编辑方法及数据库服务器 |
CN102223385A (zh) * | 2010-04-14 | 2011-10-19 | 同济大学 | 一种基于多智能体的网格gis资源管理*** |
CN102495591A (zh) * | 2011-12-21 | 2012-06-13 | 江南大学 | 数控机床监控方法 |
Non-Patent Citations (1)
Title |
---|
多智能体技术及其在生产***协调控制中的应用;陈兰芳;《万方数据 企业知识服务平台》;20060831;正文第1-3章 * |
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