CN102773981A - 一种注塑机节能优化系统的实现方法 - Google Patents
一种注塑机节能优化系统的实现方法 Download PDFInfo
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- CN102773981A CN102773981A CN2012102432301A CN201210243230A CN102773981A CN 102773981 A CN102773981 A CN 102773981A CN 2012102432301 A CN2012102432301 A CN 2012102432301A CN 201210243230 A CN201210243230 A CN 201210243230A CN 102773981 A CN102773981 A CN 102773981A
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Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102966629A (zh) * | 2012-11-16 | 2013-03-13 | 无锡汇虹机械制造有限公司 | 一种负载敏感变量泵仿真模型的建模方法 |
CN103737878A (zh) * | 2013-12-27 | 2014-04-23 | 华中科技大学 | 一种注塑缺陷在线修正方法及注塑机 |
CN104552887A (zh) * | 2015-01-30 | 2015-04-29 | 江南大学 | 基于自适应粒子群算法的塑料片材机能耗优化方法 |
CN106738736A (zh) * | 2016-11-29 | 2017-05-31 | 延锋彼欧仪征汽车外饰系统有限公司 | 汽车保险杠制造溯源修正方法 |
CN108447737A (zh) * | 2018-05-18 | 2018-08-24 | 厦门理工学院 | 一种基于单纯形搜索的继电器底座质量优化系统 |
CN109255488A (zh) * | 2018-09-27 | 2019-01-22 | 南京塑维网络科技有限公司 | 一种注塑工单优化系统及方法 |
CN109472361A (zh) * | 2018-11-13 | 2019-03-15 | 钟祥博谦信息科技有限公司 | 神经网络优化方法 |
CN111985841A (zh) * | 2020-08-31 | 2020-11-24 | 华中科技大学 | 一种基于改进遗传算法的注塑车间调度方法及系统 |
CN113165243A (zh) * | 2018-11-16 | 2021-07-23 | 科思创知识产权两合公司 | 用于改进物理生产过程的方法和系统 |
CN113858566A (zh) * | 2021-09-27 | 2021-12-31 | 乐创达投资(广东)有限公司 | 一种基于机器学习的注塑机能耗预测方法及系统 |
CN115113596A (zh) * | 2022-07-13 | 2022-09-27 | 浙江高裕家居科技股份有限公司 | 一种基于质量监测的聚氨酯材料生产参数调节方法及系统 |
CN115439019A (zh) * | 2022-10-25 | 2022-12-06 | 埃克斯工业有限公司 | 基于约束规划的多目标生产调度方法、设备及存储介质 |
US11580275B1 (en) * | 2018-12-18 | 2023-02-14 | X Development Llc | Experimental discovery processes |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE10222700B4 (de) * | 2002-05-22 | 2005-10-27 | Bayerische Motoren Werke Ag | Computergestütztes Verfahren zur Massen- und/oder Funktionsoptimierung von Fahrzeugkomponenten und -strukturen |
JP2007500379A (ja) * | 2003-07-25 | 2007-01-11 | ヤマハ発動機株式会社 | インテリジェント制御システムのソフト演算最適化装置 |
CN101788788A (zh) * | 2010-01-05 | 2010-07-28 | 华北电力大学 | 基于电网状态识别的多目标机组组合智能优化系统 |
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2012
- 2012-07-16 CN CN201210243230.1A patent/CN102773981B/zh active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE10222700B4 (de) * | 2002-05-22 | 2005-10-27 | Bayerische Motoren Werke Ag | Computergestütztes Verfahren zur Massen- und/oder Funktionsoptimierung von Fahrzeugkomponenten und -strukturen |
JP2007500379A (ja) * | 2003-07-25 | 2007-01-11 | ヤマハ発動機株式会社 | インテリジェント制御システムのソフト演算最適化装置 |
CN101788788A (zh) * | 2010-01-05 | 2010-07-28 | 华北电力大学 | 基于电网状态识别的多目标机组组合智能优化系统 |
Non-Patent Citations (1)
Title |
---|
赵朋,周华民,李阳,李德群: "《注塑机工艺参数的智能设计与优化》", 《化工学报》 * |
Cited By (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102966629A (zh) * | 2012-11-16 | 2013-03-13 | 无锡汇虹机械制造有限公司 | 一种负载敏感变量泵仿真模型的建模方法 |
CN103737878A (zh) * | 2013-12-27 | 2014-04-23 | 华中科技大学 | 一种注塑缺陷在线修正方法及注塑机 |
CN103737878B (zh) * | 2013-12-27 | 2014-12-31 | 华中科技大学 | 一种注塑缺陷在线修正方法及注塑机 |
CN104552887A (zh) * | 2015-01-30 | 2015-04-29 | 江南大学 | 基于自适应粒子群算法的塑料片材机能耗优化方法 |
CN104552887B (zh) * | 2015-01-30 | 2017-01-11 | 江南大学 | 基于自适应粒子群算法的塑料片材机能耗优化方法 |
CN106738736B (zh) * | 2016-11-29 | 2019-03-29 | 延锋彼欧仪征汽车外饰系统有限公司 | 汽车保险杠制造溯源修正方法 |
CN106738736A (zh) * | 2016-11-29 | 2017-05-31 | 延锋彼欧仪征汽车外饰系统有限公司 | 汽车保险杠制造溯源修正方法 |
CN108447737A (zh) * | 2018-05-18 | 2018-08-24 | 厦门理工学院 | 一种基于单纯形搜索的继电器底座质量优化系统 |
CN109255488A (zh) * | 2018-09-27 | 2019-01-22 | 南京塑维网络科技有限公司 | 一种注塑工单优化系统及方法 |
CN109472361B (zh) * | 2018-11-13 | 2020-08-28 | 钟祥博谦信息科技有限公司 | 神经网络优化方法 |
CN109472361A (zh) * | 2018-11-13 | 2019-03-15 | 钟祥博谦信息科技有限公司 | 神经网络优化方法 |
CN113165243A (zh) * | 2018-11-16 | 2021-07-23 | 科思创知识产权两合公司 | 用于改进物理生产过程的方法和系统 |
US11580275B1 (en) * | 2018-12-18 | 2023-02-14 | X Development Llc | Experimental discovery processes |
CN111985841A (zh) * | 2020-08-31 | 2020-11-24 | 华中科技大学 | 一种基于改进遗传算法的注塑车间调度方法及系统 |
CN111985841B (zh) * | 2020-08-31 | 2023-10-24 | 华中科技大学 | 一种基于改进遗传算法的注塑车间调度方法及系统 |
CN113858566A (zh) * | 2021-09-27 | 2021-12-31 | 乐创达投资(广东)有限公司 | 一种基于机器学习的注塑机能耗预测方法及系统 |
CN113858566B (zh) * | 2021-09-27 | 2023-08-08 | 乐创达投资(广东)有限公司 | 一种基于机器学习的注塑机能耗预测方法及系统 |
CN115113596A (zh) * | 2022-07-13 | 2022-09-27 | 浙江高裕家居科技股份有限公司 | 一种基于质量监测的聚氨酯材料生产参数调节方法及系统 |
CN115113596B (zh) * | 2022-07-13 | 2023-09-08 | 浙江高裕家居科技股份有限公司 | 一种基于质量监测的聚氨酯材料生产参数调节方法及系统 |
CN115439019A (zh) * | 2022-10-25 | 2022-12-06 | 埃克斯工业有限公司 | 基于约束规划的多目标生产调度方法、设备及存储介质 |
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Effective date of registration: 20151229 Address after: 523651 Jinlong Industrial Zone, third village, Qingxi Town, Guangdong, Dongguan Patentee after: Dongguan Fuli Environmental Protection Co., Ltd. Address before: Yudaojie Baixia District of Nanjing City, Jiangsu Province, No. 29 210016 Patentee before: Nanjing University of Aeronautics and Astronautics |
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Address after: 523000 Xinglong Road, Qingxi Town, Dongguan, Guangdong Province, No. 3 Patentee after: Guangdong Fuli environmental protection and energy saving Polytron Technologies Inc Address before: 523651 Jinlong Industrial Area, three middle village, Qingxi Town, Dongguan, Guangdong Patentee before: Dongguan Fuli Environmental Protection Co., Ltd. |
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Address after: 523000 Xinglong Road, Qingxi Town, Dongguan, Guangdong Province, No. 3 Patentee after: Guangdong Fuli environmental protection and energy saving Polytron Technologies Inc Address before: 523651 Jinlong Industrial Zone, Qingxi Town, Dongguan, Guangdong Patentee before: Dongguan Fuli Environmental Protection Co., Ltd. |
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