CN106021698B - 基于迭代更新的ukfnn铝电解功耗模型构建方法 - Google Patents
基于迭代更新的ukfnn铝电解功耗模型构建方法 Download PDFInfo
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- CN106021698B CN106021698B CN201610325327.5A CN201610325327A CN106021698B CN 106021698 B CN106021698 B CN 106021698B CN 201610325327 A CN201610325327 A CN 201610325327A CN 106021698 B CN106021698 B CN 106021698B
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- XAGFODPZIPBFFR-UHFFFAOYSA-N aluminium Chemical compound [Al] XAGFODPZIPBFFR-UHFFFAOYSA-N 0.000 title claims abstract description 40
- 229910052782 aluminium Inorganic materials 0.000 title claims abstract description 40
- 239000004411 aluminium Substances 0.000 title claims abstract description 29
- 238000010276 construction Methods 0.000 title claims abstract description 12
- 239000011159 matrix material Substances 0.000 claims abstract description 59
- 238000000034 method Methods 0.000 claims abstract description 21
- 238000005070 sampling Methods 0.000 claims abstract description 21
- 238000012952 Resampling Methods 0.000 claims abstract description 13
- 238000005259 measurement Methods 0.000 claims description 9
- 230000008569 process Effects 0.000 claims description 6
- 238000012804 iterative process Methods 0.000 claims description 5
- 238000004364 calculation method Methods 0.000 claims description 4
- 230000008859 change Effects 0.000 claims description 4
- 230000000694 effects Effects 0.000 claims description 4
- 230000035939 shock Effects 0.000 claims description 4
- 239000003792 electrolyte Substances 0.000 claims description 3
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 3
- 241000208340 Araliaceae Species 0.000 claims description 2
- 235000005035 Panax pseudoginseng ssp. pseudoginseng Nutrition 0.000 claims description 2
- 235000003140 Panax quinquefolius Nutrition 0.000 claims description 2
- 235000008434 ginseng Nutrition 0.000 claims description 2
- 230000007704 transition Effects 0.000 claims 1
- 238000013528 artificial neural network Methods 0.000 description 14
- 238000005265 energy consumption Methods 0.000 description 8
- 238000012549 training Methods 0.000 description 6
- 238000004422 calculation algorithm Methods 0.000 description 5
- 238000004458 analytical method Methods 0.000 description 3
- 238000011161 development Methods 0.000 description 3
- 238000004519 manufacturing process Methods 0.000 description 3
- 238000005272 metallurgy Methods 0.000 description 3
- 238000012546 transfer Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 2
- 230000006872 improvement Effects 0.000 description 2
- 238000003062 neural network model Methods 0.000 description 2
- 238000005457 optimization Methods 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 229910000831 Steel Inorganic materials 0.000 description 1
- 230000003044 adaptive effect Effects 0.000 description 1
- 229910001570 bauxite Inorganic materials 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 239000003610 charcoal Substances 0.000 description 1
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- 239000010959 steel Substances 0.000 description 1
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Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/30—Circuit design
- G06F30/36—Circuit design at the analogue level
- G06F30/367—Design verification, e.g. using simulation, simulation program with integrated circuit emphasis [SPICE], direct methods or relaxation methods
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2119/00—Details relating to the type or aim of the analysis or the optimisation
- G06F2119/18—Manufacturability analysis or optimisation for manufacturability
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CN107725037A (zh) * | 2017-09-27 | 2018-02-23 | 中国石油大学(北京) | 基于双测点测量的井下气侵工况确定方法及系统 |
CN107885083B (zh) * | 2017-11-13 | 2021-01-01 | 重庆科技学院 | 基于ukf与adhdp的天然气吸收塔脱硫过程控制方法 |
CN107908108B (zh) * | 2017-11-13 | 2021-01-01 | 重庆科技学院 | 基于ukf与gdhp的天然气吸收塔脱硫过程控制方法 |
CN108038330B (zh) * | 2017-12-26 | 2022-02-08 | 重庆科技学院 | 基于sukfnn算法的铝电解工耗模型构建方法 |
CN108486609B (zh) * | 2018-05-11 | 2020-04-17 | 株洲嘉成科技发展有限公司 | 基于卡尔曼滤波的铝电解槽双阳极平衡控制系统及方法 |
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CN103345559B (zh) * | 2013-07-10 | 2016-04-20 | 重庆科技学院 | 铝电解过程电解槽工艺能耗的动态演化建模方法 |
CN105045941B (zh) * | 2015-03-13 | 2018-11-02 | 重庆科技学院 | 基于无迹卡尔曼滤波的抽油机参数优化方法 |
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