CN102663157A - Method for designing and developing mechanical product modification and optimization system - Google Patents
Method for designing and developing mechanical product modification and optimization system Download PDFInfo
- Publication number
- CN102663157A CN102663157A CN201210065235XA CN201210065235A CN102663157A CN 102663157 A CN102663157 A CN 102663157A CN 201210065235X A CN201210065235X A CN 201210065235XA CN 201210065235 A CN201210065235 A CN 201210065235A CN 102663157 A CN102663157 A CN 102663157A
- Authority
- CN
- China
- Prior art keywords
- optimization
- design
- development
- variant
- analysis
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
Links
- 238000005457 optimization Methods 0.000 title claims abstract description 90
- 238000000034 method Methods 0.000 title claims abstract description 41
- 238000012986 modification Methods 0.000 title claims abstract description 14
- 230000004048 modification Effects 0.000 title claims abstract description 14
- 238000013461 design Methods 0.000 claims abstract description 93
- 238000011161 development Methods 0.000 claims abstract description 48
- 238000004364 calculation method Methods 0.000 claims abstract description 30
- 238000004458 analytical method Methods 0.000 claims abstract description 25
- 238000011160 research Methods 0.000 claims abstract description 14
- 238000004088 simulation Methods 0.000 claims abstract description 9
- 238000005516 engineering process Methods 0.000 claims abstract description 8
- 238000012546 transfer Methods 0.000 claims abstract description 8
- 238000013500 data storage Methods 0.000 claims abstract description 7
- 238000012795 verification Methods 0.000 claims abstract description 7
- 238000004422 calculation algorithm Methods 0.000 claims description 6
- 238000011835 investigation Methods 0.000 claims description 6
- 230000033001 locomotion Effects 0.000 claims description 4
- 230000003993 interaction Effects 0.000 claims description 3
- 230000007246 mechanism Effects 0.000 claims description 3
- 238000012360 testing method Methods 0.000 claims description 3
- 238000012545 processing Methods 0.000 abstract 1
- 230000018109 developmental process Effects 0.000 description 30
- 230000008569 process Effects 0.000 description 3
- 238000007711 solidification Methods 0.000 description 2
- 230000008023 solidification Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000012552 review Methods 0.000 description 1
- 230000033772 system development Effects 0.000 description 1
- 239000002699 waste material Substances 0.000 description 1
Images
Landscapes
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
机械产品变型优化系统的设计开发方法应用于机械产品变型优化系统的设计和开发。本发明描述的方法包括四个步骤:对象研究、虚拟样机模型建立、优化设计分析及验证、自动化系统建立。该方法开发的系统由尺寸变型计算模块,性能优化计算模块,参数修改仿真分析模块,设计报告输出模块四大模块组成。该方法将设计经验、结构信息、优化方案三者固化在软件中,使用面向对象开发技术和分析软件自带开发工具、文本编辑软件VBA和数据保存传递处理方案等开发工具和技术实现自动化系统的开发。本发明叙述的方法快速高效地实现了对机械产品变型优化系统的设计和开发。
The design and development method of mechanical product variant optimization system is applied to the design and development of mechanical product variant optimization system. The method described in the invention includes four steps: object research, establishment of a virtual prototype model, optimization design analysis and verification, and establishment of an automatic system. The system developed by this method is composed of four modules: dimension variation calculation module, performance optimization calculation module, parameter modification simulation analysis module, and design report output module. This method consolidates design experience, structural information, and optimization schemes into the software, and uses object-oriented development technology and analysis software's own development tools, text editing software VBA, and data storage and transfer processing schemes to realize the automation system. develop. The method described in the invention quickly and efficiently realizes the design and development of the mechanical product variation optimization system.
Description
技术领域 technical field
本发明涉及机械产品设计系统的设计和开发,具体涉及机械产品变型优化系统的设计开发方法。The invention relates to the design and development of a mechanical product design system, in particular to a design and development method of a mechanical product variant optimization system.
背景技术 Background technique
变型设计是关于设计方法和过程的一种分类定义,是指提取已存在的设计或设计计划、作特定的修改以产生一个和原设计相似的新产品。这种修改一般不破坏原设计的基本原理和基本结构特征,是一种参数的修改或结构的局部调整或两者兼而有之,其目的是快速、高质量、低成本地生产新产品以满足不断变化的市场的要求。在实际机械产品变型设计过程中,设计人员参照已有的国内外型号凭经验对产品进行变型设计,确定各参数值的初始值,利用理论方法对运动过程、受力情况等进行理论分析,制造样机进行试验,一旦设计不符合要求则需要回到第一步进行修改,这种设计方法反复次数多,工作量大,计算易错,方法落后,周期长,并且随着人员的调动、设计过程数据丢失,很多设计经验流失。这种传统设计方法很难快速实现机械产品的快速变型设计。Variant design is a classification definition of design methods and processes, which refers to extracting existing designs or design plans and making specific modifications to produce a new product similar to the original design. This kind of modification generally does not destroy the basic principles and basic structural features of the original design. It is a parameter modification or a partial adjustment of the structure or both. Its purpose is to produce new products quickly, with high quality and at low cost. Meet the requirements of an ever-changing market. In the process of variant design of actual mechanical products, designers refer to existing models at home and abroad to conduct variant design of products based on experience, determine the initial value of each parameter value, use theoretical methods to theoretically analyze the movement process and force conditions, etc., and manufacture The prototype is tested, and once the design does not meet the requirements, it is necessary to go back to the first step for modification. This design method has many repetitions, heavy workload, error-prone calculations, backward methods, and long cycles. Data is lost, and a lot of design experience is lost. This traditional design method is difficult to quickly realize the rapid change design of mechanical products.
发明内容 Contents of the invention
本发明解决的技术问题:克服现有变型设计方法的缺点,提供一种机械产品变型优化系统的设计开发方法。利用这种设计开发方法,可以设计开发能快速实现机械产品变型优化设计的系统,此系统固化了设计经验、产品结构、优化方案三大类设计经验,利用此系统进行机械产品变型设计有周期短,开发成本低等优点。The technical problem to be solved by the invention is to overcome the shortcomings of the existing variant design method, and provide a design and development method of a mechanical product variant optimization system. Using this design and development method, it is possible to design and develop a system that can quickly realize the optimization design of mechanical product variants. This system solidifies design experience in three categories: design experience, product structure, and optimization scheme. Using this system for mechanical product variant design has a short period of time. , Low development cost and other advantages.
本发明的技术方案是:通过对象研究、虚拟样机模型建立、优化设计分析及验证、自动化系统建立四个步骤,开发出可实现对机械产品进行初步尺寸变型计算,性能优化计算,参数修改仿真分析和设计方案报告输出的机械产品变型优化系统,具体步骤如下:The technical solution of the present invention is: through the four steps of object research, establishment of virtual prototype model, optimization design analysis and verification, and establishment of automation system, the development can realize preliminary size deformation calculation, performance optimization calculation and parameter modification simulation analysis of mechanical products. and the mechanical product variant optimization system output by the design plan report, the specific steps are as follows:
(1)对所需开发变型优化系统的机械产品进行研究,通过查阅文献、实地考察等方法了解其功能需求,实现功能的结构,性能指标和结构参数,对该机械产品的设计经验进行整理归纳;(1) Conduct research on the mechanical products that need to develop variant optimization systems, understand their functional requirements by consulting literature, field investigations, etc., realize the structure, performance indicators and structural parameters of the functions, and organize and summarize the design experience of the mechanical products ;
(2)建立所需开发变型优化系统的机械产品的虚拟样机,提取实现功能的机构简化模型,在优化分析软件中建立其三维几何模型,添加相应的约束关系和运动条件,利用虚拟样机参数化模型技术对模型进行参数化;(2) Establish the virtual prototype of the mechanical product that needs to develop the variant optimization system, extract the simplified model of the mechanism that realizes the function, establish its three-dimensional geometric model in the optimization analysis software, add the corresponding constraint relationship and motion conditions, and use the virtual prototype to parameterize Model technology parametrizes the model;
(3)对建立的虚拟样机进行优化设计分析及验证,通过理论分析,实际调查等方法对所需开发变型优化系统的机械产品进行性能指标研究,确定其最主要的性能指标及其最佳值并定为优化计算的优化目标,确定次要性能及其值作为约束条件,通过分析软件的参数化分析功能研究参数对性能的影响规律,选择影响大的参数作为优化变量,通过优化算法的理论比较和在分析软件中对产品进行优化计算的试验结果选择合适的优化算法,确定最佳优化方案;(3) Conduct optimized design analysis and verification on the established virtual prototype, conduct research on the performance indicators of the mechanical products that need to be developed for the variant optimization system through theoretical analysis, actual investigation and other methods, and determine the most important performance indicators and their optimal values And set it as the optimization goal of the optimization calculation, determine the secondary performance and its value as the constraint condition, study the influence of the parameters on the performance through the parametric analysis function of the analysis software, select the parameter with a large influence as the optimization variable, and use the theory of the optimization algorithm Compare and optimize the test results of the product in the analysis software to select the appropriate optimization algorithm to determine the best optimization plan;
(4)建立变型优化自动化系统,根据设计经验归纳结果,利用面向对象的开发工具,开发尺寸变型计算模块;根据虚拟样机模型和优化方案,利用分析软件自带的开发工具和面向对象的开发工具开发性能优化模块;通过面向对象的开发工具和分析软件自带的开发工具及两者间的数据保存传递解决方案建立人机交互的参数修改仿真分析模块;利用面向对象工具和文本编辑软件VBA,开发设计报告输出模块。(4) Establish a deformation optimization automation system, summarize the results based on design experience, use object-oriented development tools, and develop size deformation calculation modules; according to the virtual prototype model and optimization scheme, use the development tools and object-oriented development tools that come with the analysis software Develop a performance optimization module; establish a human-computer interaction parameter modification simulation analysis module through object-oriented development tools and analysis software's own development tools and data storage and transfer solutions; use object-oriented tools and text editing software VBA, Develop and design report output module.
运用本发明方法开发的系统由四大模块组成:尺寸变型计算模块,根据功能需求,设计经验自动进行尺寸变型计算;性能优化计算模块,根据优化方案对前面模块计算的数据进行优化计算,得到性能优化的尺寸变型设计方案;参数修改仿真分析模块,可以对优化计算得到的优化方案进行进一步修改,满足更多的个性需求;设计报告输出模块,输出通过优化和修改的设计方案的设计细节和性能分析报告。The system developed by using the method of the present invention is composed of four major modules: the dimension variation calculation module, which automatically calculates the dimension variation according to the functional requirements and design experience; Optimized size variant design scheme; parameter modification simulation analysis module, which can further modify the optimization scheme obtained by optimization calculation to meet more individual needs; design report output module, output design details and performance of the optimized and modified design scheme analysis report.
本发明通过对象研究对设计经验进行了归纳,通过尺寸变型计算模块的计算程序将这些经验固化到软件中;通过虚拟样机模型的建立将产品结构信息固化到软件中;通过性能优化模块的优化程序将优化方案固化到软件中。通过设计经验、结构信息、优化方案三者在软件中的固化和使用面向对象开发技术、分析软件自带开发工具、文本编辑软件VBA和数据保存传递解决方案等开发工具和技术建立自动化系统,实现对机械产品变型优化系统的设计和开发。The present invention summarizes the design experience through object research, solidifies these experiences into the software through the calculation program of the dimension deformation calculation module; solidifies the product structure information into the software through the establishment of the virtual prototype model; through the optimization program of the performance optimization module Solidify the optimization scheme into the software. Through the solidification of design experience, structural information, and optimization schemes in the software, and the use of object-oriented development technology, analysis software's own development tools, text editing software VBA, and data storage and transfer solutions to establish an automated system, to achieve Design and development of mechanical product variant optimization system.
本发明与现有技术相比的有益效果是:The beneficial effect of the present invention compared with prior art is:
(1)本发明提出了一种机械产品变型优化系统的设计开发方法,填补了变型设计系统开发方法研究的空白。(1) The present invention proposes a design and development method for a mechanical product variant optimization system, which fills the gap in the research on the variant design system development method.
(2)运用本发明提出的方法开发出的机械产品变型优化系统可以实现产品尺寸变型初步计算,实现对变型设计方案的优化计算,实现变型设计方案的进一步设计修改和仿真分析,输出最终变型设计方案报告,避免由于人为计算错误导致的设计资源浪费,快速高效地实现产品变型设计。(2) The mechanical product variant optimization system developed by the method proposed by the present invention can realize preliminary calculation of product size variant, realize optimization calculation of variant design scheme, realize further design modification and simulation analysis of variant design scheme, and output final variant design The scheme report avoids the waste of design resources caused by human calculation errors, and realizes product variant design quickly and efficiently.
(3)运用本发明提出的方法开发出的机械产品变型优化系统将产品设计经验、产品结构信息和产品优化方案固化到软件中,帮助设计人员实现快速变型设计,防止由于人员调动、设计资料丢失引起的设计数据、经验丢失。(3) The mechanical product variation optimization system developed by the method proposed by the present invention solidifies product design experience, product structure information and product optimization scheme into the software, helps designers to realize rapid variation design, and prevents loss of design data due to personnel transfer The loss of design data and experience caused by it.
附图说明 Description of drawings
图1是本发明所述机械产品变型优化系统的设计开发方法的流程图。Fig. 1 is a flow chart of the design and development method of the mechanical product variant optimization system of the present invention.
图2是本发明所述机械产品变型优化系统的设计开发方法开发的系统结构图。Fig. 2 is a system structure diagram of the design and development method development of the mechanical product variant optimization system of the present invention.
具体实施方式 Detailed ways
如图1所示,本发明所述的机械产品变型优化系统的设计开发方法有四个步骤:对象研究、虚拟样机模型建立、优化设计分析及验证、自动化系统建立。As shown in Figure 1, the design and development method of the mechanical product variant optimization system described in the present invention has four steps: object research, virtual prototype model establishment, optimization design analysis and verification, and automation system establishment.
对象研究包括通过查阅文献、实地考察等方法了解开发变型优化系统的机械产品的功能需求,实现功能的结构,性能指标和结构参数,并对该机械产品的设计经验进行整理归纳。The object research includes understanding the functional requirements of the mechanical product of the development of the variant optimization system, the structure of the function, performance indicators and structural parameters through literature review, field investigation and other methods, and sorting out the design experience of the mechanical product.
虚拟样机模型建立包括提取实现功能的机构简化模型,在优化分析软件中建立其三维几何模型,添加相应的约束关系和运动条件,利用虚拟样机参数化模型技术对模型进行参数化。The establishment of the virtual prototype model includes extracting the simplified model of the mechanism that realizes the function, establishing its three-dimensional geometric model in the optimization analysis software, adding the corresponding constraint relationship and motion conditions, and parametrizing the model by using the virtual prototype parametric model technology.
对虚拟样机进行优化设计分析及验证包括通过理论分析,实际调查等方法对所需开发变型优化系统的机械产品进行性能指标研究,确定其最主要的性能指标及其最佳值并定为优化计算的优化目标,确定次要性能及其值作为约束条件,通过分析软件的参数化分析功能研究参数对性能的影响规律,选择影响大的参数作为优化变量,通过优化算法理论的比较和在分析软件中对产品进行优化计算的试验结果选择合适的优化算法,确定最佳优化方案。The optimization design analysis and verification of the virtual prototype includes theoretical analysis, actual investigation and other methods to conduct research on the performance indicators of the mechanical products required to develop the variant optimization system, determine the most important performance indicators and their optimal values, and designate them as optimization calculations The optimization objective, determine the secondary performance and its value as the constraint condition, study the influence of parameters on the performance through the parametric analysis function of the analysis software, select the parameter with a large influence as the optimization variable, and compare the optimization algorithm theory with the analysis software Select the appropriate optimization algorithm based on the test results of the optimization calculation of the product in the process to determine the best optimization plan.
建立变型优化自动化系统,根据设计经验归纳结果,利用面向对象的开发工具,开发尺寸变型计算模块;根据虚拟样机模型和优化方案,利用分析软件自带的开发工具和面向对象的开发工具开发性能优化模块;通过面向对象的开发工具和分析软件自带的开发工具及两者间的数据保存传递解决方案建立人机交互的参数修改仿真分析模块;利用面向对象工具和文本编辑软件VBA,开发设计报告输出模块。Establish a deformation optimization automation system, summarize the results based on design experience, use object-oriented development tools, and develop a dimension deformation calculation module; according to the virtual prototype model and optimization scheme, use the development tools that come with the analysis software and object-oriented development tools to develop performance optimization module; use the object-oriented development tools and the development tools that come with the analysis software and the data storage and transfer solution between the two to establish a parameter modification simulation analysis module for human-computer interaction; use object-oriented tools and text editing software VBA to develop design reports output module.
如图2所示,本发明所述的机械产品变型优化系统的设计开发方法开发的系统由四大模块组成:尺寸变型计算模块,根据功能需求,设计经验自动进行尺寸变型计算;性能优化计算模块,根据优化方案对前面模块计算的数据进行优化计算,得到性能优化的尺寸变型设计方案;参数修改仿真分析模块,可以对优化计算得到的优化方案进行进一步修改,满足更多的个性需求;设计报告输出模块,输出通过优化和修改的设计方案的设计细节和性能分析报告。As shown in Figure 2, the system developed by the design and development method of the mechanical product variant optimization system according to the present invention is composed of four major modules: the dimension variant calculation module, which automatically performs dimension variant calculation according to functional requirements and design experience; the performance optimization calculation module According to the optimization scheme, the data calculated by the previous module is optimized and calculated to obtain a performance-optimized size variation design scheme; the parameter modification simulation analysis module can further modify the optimization scheme obtained by the optimization calculation to meet more individual needs; design report The output module outputs the design details and performance analysis report of the optimized and modified design scheme.
如图2所示,本发明所述的机械产品变型优化系统的设计开发方法开发的系统将设计经验、产品结构信息、优化方案固化在系统中。通过对象研究对设计经验进行归纳,通过尺寸变型计算模块的计算程序将这些经验固化到软件中;通过虚拟样机模型的建立将产品结构信息固化到软件中;通过性能优化模块的程序将优化方案固化到软件中。通过设计经验、结构信息、优化方案三者在软件中的固化和使用面向对象开发技术、分析软件自带开发工具、文本编辑软件VBA和数据保存传递解决方案等开发工具和技术建立自动化系统,实现对机械产品变型优化系统的设计和开发。As shown in Figure 2, the system developed by the design and development method of the mechanical product variant optimization system according to the present invention solidifies design experience, product structure information, and optimization schemes in the system. Summarize the design experience through object research, solidify these experiences into the software through the calculation program of the dimension deformation calculation module; solidify the product structure information into the software through the establishment of the virtual prototype model; solidify the optimization scheme through the program of the performance optimization module into the software. Through the solidification of design experience, structural information, and optimization schemes in the software, and the use of object-oriented development technology, analysis software's own development tools, text editing software VBA, and data storage and transfer solutions to establish an automated system, to achieve Design and development of mechanical product variant optimization system.
Claims (3)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210065235XA CN102663157A (en) | 2012-03-12 | 2012-03-12 | Method for designing and developing mechanical product modification and optimization system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210065235XA CN102663157A (en) | 2012-03-12 | 2012-03-12 | Method for designing and developing mechanical product modification and optimization system |
Publications (1)
Publication Number | Publication Date |
---|---|
CN102663157A true CN102663157A (en) | 2012-09-12 |
Family
ID=46772648
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201210065235XA Withdrawn CN102663157A (en) | 2012-03-12 | 2012-03-12 | Method for designing and developing mechanical product modification and optimization system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN102663157A (en) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104573285A (en) * | 2015-02-03 | 2015-04-29 | 扬州大学 | Method for designing layout of cockpit according to action characteristics of pilot |
CN111027153A (en) * | 2019-12-12 | 2020-04-17 | 雷沃工程机械集团有限公司 | Excavator working device performance simulation calculation method based on VBA system |
CN111460588A (en) * | 2020-03-27 | 2020-07-28 | 上海电机学院 | Optimal design method for molded case circuit breaker operating mechanism |
CN112710058A (en) * | 2019-10-25 | 2021-04-27 | 青岛海尔空调电子有限公司 | Excel-based air conditioner model selection method |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102184285A (en) * | 2011-05-03 | 2011-09-14 | 三一集团有限公司 | Digital prototyping design integrated development method and system |
-
2012
- 2012-03-12 CN CN201210065235XA patent/CN102663157A/en not_active Withdrawn
Patent Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102184285A (en) * | 2011-05-03 | 2011-09-14 | 三一集团有限公司 | Digital prototyping design integrated development method and system |
Non-Patent Citations (1)
Title |
---|
张东民: "支持工程机械产品快速设计的关键技术研究与实现", 《中国优秀博硕士学位论文全文数据库(博士)信息科技辑》, 15 December 2006 (2006-12-15) * |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104573285A (en) * | 2015-02-03 | 2015-04-29 | 扬州大学 | Method for designing layout of cockpit according to action characteristics of pilot |
CN112710058A (en) * | 2019-10-25 | 2021-04-27 | 青岛海尔空调电子有限公司 | Excel-based air conditioner model selection method |
CN112710058B (en) * | 2019-10-25 | 2022-02-22 | 青岛海尔空调电子有限公司 | Excel-based air conditioner model selection method |
CN111027153A (en) * | 2019-12-12 | 2020-04-17 | 雷沃工程机械集团有限公司 | Excavator working device performance simulation calculation method based on VBA system |
CN111027153B (en) * | 2019-12-12 | 2024-03-01 | 雷沃重工集团有限公司 | Performance simulation calculation method for excavator working device based on VBA system |
CN111460588A (en) * | 2020-03-27 | 2020-07-28 | 上海电机学院 | Optimal design method for molded case circuit breaker operating mechanism |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN102222105B (en) | Method for generating real-time statistical report | |
CN110516325A (en) | A kind of CAE automation simulation analysis method and system | |
CN104239653A (en) | Casting three-dimensional process designing method | |
EP2562700A3 (en) | Method and system for optimization of resources | |
CN105786912B (en) | Data collecting conversion method and device | |
CN105302991B (en) | A kind of Divergent exhaust pipes mechanism parameter analysis method | |
CN101339574A (en) | System and method for mold surface design of concrete mixing blade based on springback compensation | |
CN107066676A (en) | A kind of finite element automation modeling method based on satellite plate and shell structure | |
CN102663157A (en) | Method for designing and developing mechanical product modification and optimization system | |
CN104978456A (en) | General valve design optimization method | |
CN103310058A (en) | Dimension chain checking method based on three-dimensional model | |
CN104573277A (en) | Vehicle suspension system performance analysis method | |
CN103324541B (en) | The self-propagating method of data between software | |
CN105046957A (en) | Balanced sampling method for accident analysis and safety assessment | |
CN109902436A (en) | A forward design method of RV reducer | |
CN105550434A (en) | Locomotive body light weight optimization method | |
CN103514331B (en) | A kind of method from Simulink model conversion to uml model | |
CN103632000B (en) | Submarine navigation device wedge ring structure finite element modeling method | |
CN102896224A (en) | Method for assembling automobile covering part drawing die based on knowledge-based engineering (KBE) system | |
CN103678753B (en) | A kind of finite element method of separating interface bonding strength | |
CN102708224B (en) | Functional design-based method for automatically analyzing system structure | |
CN105631066A (en) | Modal test result-based finite element three-dimensional model modal adjusting method | |
CN103870633B (en) | A kind of large scale structure rapid modeling system | |
CN102542028B (en) | An Iterative Classification Method for Smart Grid Information Based on Automatic Control Theory | |
Acar et al. | Tensor computing for internet of things (dagstuhl perspectives workshop 16152) |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C04 | Withdrawal of patent application after publication (patent law 2001) | ||
WW01 | Invention patent application withdrawn after publication |
Application publication date: 20120912 |