CN106482502B - 基于云平台大数据推荐的智能烘干远程控制方法及*** - Google Patents
基于云平台大数据推荐的智能烘干远程控制方法及*** Download PDFInfo
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- CN106482502B CN106482502B CN201610885639.1A CN201610885639A CN106482502B CN 106482502 B CN106482502 B CN 106482502B CN 201610885639 A CN201610885639 A CN 201610885639A CN 106482502 B CN106482502 B CN 106482502B
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- 238000001035 drying Methods 0.000 title claims abstract description 133
- 238000000034 method Methods 0.000 title claims abstract description 33
- 239000011159 matrix material Substances 0.000 claims abstract description 34
- 238000005265 energy consumption Methods 0.000 claims abstract description 29
- 239000002994 raw material Substances 0.000 claims abstract description 20
- 238000013528 artificial neural network Methods 0.000 claims abstract description 19
- NUFBIAUZAMHTSP-UHFFFAOYSA-N 3-(n-morpholino)-2-hydroxypropanesulfonic acid Chemical compound OS(=O)(=O)CC(O)CN1CCOCC1 NUFBIAUZAMHTSP-UHFFFAOYSA-N 0.000 claims abstract description 17
- 238000010276 construction Methods 0.000 claims abstract description 7
- 239000002245 particle Substances 0.000 claims description 62
- 230000003044 adaptive effect Effects 0.000 claims description 18
- 210000002569 neuron Anatomy 0.000 claims description 14
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Classifications
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F26—DRYING
- F26B—DRYING SOLID MATERIALS OR OBJECTS BY REMOVING LIQUID THEREFROM
- F26B25/00—Details of general application not covered by group F26B21/00 or F26B23/00
- F26B25/22—Controlling the drying process in dependence on liquid content of solid materials or objects
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
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- Biomedical Technology (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Health & Medical Sciences (AREA)
- Mechanical Engineering (AREA)
- Drying Of Solid Materials (AREA)
- Air Conditioning Control Device (AREA)
Abstract
Description
目标函数 | 烘干度 | 均匀度 | 总耗时 | 总耗能 |
迭代次数 | 500 | 500 | 500 | 500 |
隐含层传递函数 | Tansig | Logsig | Logsig | Logsig |
输出层传递函数 | Purelin | Purelin | Purelin | Purelin |
隐含层节点数 | 15 | 14 | 14 | 14 |
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CN201610885639.1A CN106482502B (zh) | 2016-10-10 | 2016-10-10 | 基于云平台大数据推荐的智能烘干远程控制方法及*** |
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CN106482502B true CN106482502B (zh) | 2019-01-15 |
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Families Citing this family (13)
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CN107166938B (zh) * | 2017-05-16 | 2020-07-31 | 安徽辰宇机械科技有限公司 | 一种物料干燥方法及其装置及*** |
CN107479458A (zh) * | 2017-07-03 | 2017-12-15 | 徐州蕴康农业科技有限公司 | 云端管控*** |
CN108694444A (zh) * | 2018-05-15 | 2018-10-23 | 重庆科技学院 | 一种基于智能数据采集与云服务技术的植物培育方法 |
JP2020016924A (ja) * | 2018-07-23 | 2020-01-30 | シンフォニアテクノロジー株式会社 | 制御装置 |
CN108919864B (zh) * | 2018-07-25 | 2020-10-13 | 浙江工商大学 | 旋转平移相结合的自动追踪加热***及方法 |
CN108826619B (zh) * | 2018-07-25 | 2020-07-28 | 浙江工商大学 | 带追踪测量的节能加热***及方法 |
CN109243562A (zh) * | 2018-09-03 | 2019-01-18 | 陈怡� | 一种基于Elman神经网络和遗传算法的形象气质提升方法 |
CN109708459B (zh) * | 2019-01-30 | 2021-03-16 | 深圳市森控科技有限公司 | 一种智能烘干控制方法、***以及装置 |
CN109724398B (zh) * | 2019-02-02 | 2021-01-01 | 北京木业邦科技有限公司 | 一种基于人工智能的木材干燥控制方法及装置 |
CN114061273B (zh) * | 2020-08-04 | 2022-09-30 | 张睿 | 一种陶瓷生产用陶瓷胚体的干燥装置 |
CN113566557B (zh) * | 2021-07-28 | 2022-06-07 | 国家粮食和物资储备局科学研究院 | 一种基于深度神经网络的粮食干燥机智能控制方法 |
CN113737496A (zh) * | 2021-09-29 | 2021-12-03 | 广东好太太科技集团股份有限公司 | 一种智能控风方法、晾衣机和存储介质 |
CN115615153B (zh) * | 2022-08-09 | 2024-06-07 | 珠海格力电器股份有限公司 | 干燥***控制方法、装置及干燥*** |
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US8868221B1 (en) * | 2008-08-22 | 2014-10-21 | Marvell International Ltd. | Adaptive neural net feed forward system and method for adaptive control of mechanical systems |
CN101762146B (zh) * | 2010-01-05 | 2012-05-30 | 浙江大学 | 螺杆输送物料的真空干燥机及其方法 |
CN102739755A (zh) * | 2011-11-07 | 2012-10-17 | 李宗诚 | 智能一体化网络计算机计算技术基础 |
CN102494532A (zh) * | 2011-11-25 | 2012-06-13 | 任洪娥 | 基于多传感器数据融合算法的木材干燥***的温度和湿度控制方法 |
CN102708248A (zh) * | 2012-05-10 | 2012-10-03 | 湖北省电力公司 | 一种基于多目标遗传算法的调度函数优化方法 |
CN103033213B (zh) * | 2012-12-18 | 2015-12-02 | 重庆科技学院 | 基于RReliefF变量选择的生产过程主导变量精简化软测量方法 |
CN103177155B (zh) * | 2013-02-28 | 2016-04-20 | 重庆科技学院 | 一种基于bp神经网络与spea2算法的油田抽油机采油节能增产优化方法 |
CN103217010B (zh) * | 2013-04-08 | 2015-05-20 | 上海烟草集团有限责任公司 | 物料烘缸设备的控制*** |
CN103544299B (zh) * | 2013-10-30 | 2017-01-04 | 刘峰 | 一种商业智能云计算***的构建方法 |
CN105759874A (zh) * | 2014-12-18 | 2016-07-13 | 四川长虹电器股份有限公司 | 智能家居空气环境*** |
CN104807144B (zh) * | 2015-05-14 | 2016-05-18 | 陈甘 | 基于物联网的智能室内空气净化新风***的云控制平台 |
CN105550457B (zh) * | 2015-12-23 | 2019-04-12 | 重庆科技学院 | 动态演化模型校正方法及*** |
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Denomination of invention: Intelligent Drying Remote Control Method and System Based on Cloud Platform Big Data Recommendation Granted publication date: 20190115 Pledgee: Guangzhou Jierui Investment Co.,Ltd. Pledgor: Chongqing Huai Xu Technology Co.,Ltd. Registration number: Y2024980007689 |