CN114424128A - 非线性模型的建模方法、装置及存储介质 - Google Patents
非线性模型的建模方法、装置及存储介质 Download PDFInfo
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- CN114424128A CN114424128A CN201980100555.4A CN201980100555A CN114424128A CN 114424128 A CN114424128 A CN 114424128A CN 201980100555 A CN201980100555 A CN 201980100555A CN 114424128 A CN114424128 A CN 114424128A
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B17/00—Systems involving the use of models or simulators of said systems
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
- G06F30/27—Design optimisation, verification or simulation using machine learning, e.g. artificial intelligence, neural networks, support vector machines [SVM] or training a model
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Abstract
一种非线性模型的建模方法、装置及存储介质。其中，方法包括：针对每种设备的每个目标非线性基理过程，确定其完整的设计点数据；采用相似性准则支持的相似数与基于设计点数据的相似数的比值，建立所述非线性基理过程的描述公式，得到所述非线性基理过程的通用模型；所述通用模型中包括随实际工况参数变更而非线性变化的可变参数；构建所述实际工况参数与所述可变参数之间的机器学习算法，并建立所述机器学习算法与所述通用模型之间的关联关系；每种设备的所有目标非线性通用过程的通用模型及其所关联的机器学习算法构成该种设备的通用模型。本方法能够针对一些包括非线性的基理过程的模型实现非线性模型的建模。
Description
PCT国内申请，说明书已公开。
Claims (10)
- PCT国内申请，权利要求书已公开。
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/CN2019/109674 WO2021062754A1 (zh) | 2019-09-30 | 2019-09-30 | 非线性模型的建模方法、装置及存储介质 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN114424128A true CN114424128A (zh) | 2022-04-29 |
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| Application Number | Title | Priority Date | Filing Date |
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| CN201980100555.4A Pending CN114424128A (zh) | 2019-09-30 | 2019-09-30 | 非线性模型的建模方法、装置及存储介质 |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US20220398366A1 (zh) |
| EP (1) | EP4024145A4 (zh) |
| CN (1) | CN114424128A (zh) |
| WO (1) | WO2021062754A1 (zh) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11875371B1 (en) | 2017-04-24 | 2024-01-16 | Skyline Products, Inc. | Price optimization system |
Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
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| AU2001268718A1 (en) * | 2000-06-29 | 2002-04-11 | Abbott Laboratories | Aryl phenylheterocyclyl sulfide derivatives and their use as cell adhesion-inhibiting anti-inflammatory and immune-suppressive agents |
| CN103544551A (zh) * | 2013-11-12 | 2014-01-29 | 北京宜能高科科技有限公司 | 一种蒸汽动力系统的操作优化方法和装置 |
| CN103597413A (zh) * | 2011-06-03 | 2014-02-19 | 西门子公司 | 用于在计算机支持下生成技术系统尤其燃气轮机或风力轮机的数据驱动的模型的方法 |
| CN105785791A (zh) * | 2016-02-26 | 2016-07-20 | 南京航空航天大学 | 一种超声速状态下机载推进系统的建模方法 |
| CN105868467A (zh) * | 2016-03-28 | 2016-08-17 | 南京航空航天大学 | 一种动稳态航空发动机机载模型构建方法 |
| CN105893669A (zh) * | 2016-03-30 | 2016-08-24 | 浙江大学 | 一种基于数据挖掘的全局仿真性能预测方法 |
| CN106874569A (zh) * | 2017-01-19 | 2017-06-20 | 中国科学院工程热物理研究所 | 一种变几何分轴式燃气轮机实时仿真建模方法 |
| CN109800449A (zh) * | 2018-12-10 | 2019-05-24 | 南京航空航天大学 | 一种基于神经网络的航空发动机压缩部件特性修正方法 |
| WO2019104304A1 (en) * | 2017-11-27 | 2019-05-31 | Siemens Industry Software Nv | Accelerated simulation setup process using prior knowledge extraction for problem matching |
| CN109944589A (zh) * | 2019-03-27 | 2019-06-28 | 中国石油大学(北京) | 各向异性油藏物理模型制作方法及装置 |
Family Cites Families (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| NZ523445A (en) * | 2000-06-29 | 2004-10-29 | Abbott Lab | Aryl phenylheterocyclyl sulfide derivatives and their use as cell adhesion-inhibiting anti-inflammatory and immune-suppressive agents |
| US20120316791A1 (en) * | 2011-06-08 | 2012-12-13 | Chevron U.S.A. Inc. | System and method for seismic data inversion by non-linear model update |
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2019
- 2019-09-30 WO PCT/CN2019/109674 patent/WO2021062754A1/zh unknown
- 2019-09-30 EP EP19947874.4A patent/EP4024145A4/en active Pending
- 2019-09-30 US US17/765,064 patent/US20220398366A1/en active Pending
- 2019-09-30 CN CN201980100555.4A patent/CN114424128A/zh active Pending
Patent Citations (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| AU2001268718A1 (en) * | 2000-06-29 | 2002-04-11 | Abbott Laboratories | Aryl phenylheterocyclyl sulfide derivatives and their use as cell adhesion-inhibiting anti-inflammatory and immune-suppressive agents |
| CN103597413A (zh) * | 2011-06-03 | 2014-02-19 | 西门子公司 | 用于在计算机支持下生成技术系统尤其燃气轮机或风力轮机的数据驱动的模型的方法 |
| CN103544551A (zh) * | 2013-11-12 | 2014-01-29 | 北京宜能高科科技有限公司 | 一种蒸汽动力系统的操作优化方法和装置 |
| CN105785791A (zh) * | 2016-02-26 | 2016-07-20 | 南京航空航天大学 | 一种超声速状态下机载推进系统的建模方法 |
| CN105868467A (zh) * | 2016-03-28 | 2016-08-17 | 南京航空航天大学 | 一种动稳态航空发动机机载模型构建方法 |
| CN105893669A (zh) * | 2016-03-30 | 2016-08-24 | 浙江大学 | 一种基于数据挖掘的全局仿真性能预测方法 |
| CN106874569A (zh) * | 2017-01-19 | 2017-06-20 | 中国科学院工程热物理研究所 | 一种变几何分轴式燃气轮机实时仿真建模方法 |
| WO2019104304A1 (en) * | 2017-11-27 | 2019-05-31 | Siemens Industry Software Nv | Accelerated simulation setup process using prior knowledge extraction for problem matching |
| CN109800449A (zh) * | 2018-12-10 | 2019-05-24 | 南京航空航天大学 | 一种基于神经网络的航空发动机压缩部件特性修正方法 |
| CN109944589A (zh) * | 2019-03-27 | 2019-06-28 | 中国石油大学(北京) | 各向异性油藏物理模型制作方法及装置 |
Non-Patent Citations (1)
| Title |
|---|
| 刘微: "基于燃气轮机的燃气蒸汽联合循环系统分析与建模", 工程科技Ⅱ辑, 15 May 2016 (2016-05-15), pages 15 - 39 * |
Also Published As
| Publication number | Publication date |
|---|---|
| EP4024145A1 (en) | 2022-07-06 |
| EP4024145A4 (en) | 2023-05-31 |
| US20220398366A1 (en) | 2022-12-15 |
| WO2021062754A1 (zh) | 2021-04-08 |
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