Jatco_Paper
jaccard文本相似度算法

jaccard文本相似度算法Jaccard文本相似度算法:从原理到应用引言:在信息爆炸的时代,文本数据的处理和分析变得越来越重要。
文本相似度是文本处理领域的一个重要问题,它可以帮助我们衡量两个文本之间的相似程度。
Jaccard文本相似度算法是一种常用的文本相似度计算方法,本文将从原理到应用,对Jaccard算法进行详细介绍。
一、Jaccard文本相似度算法的原理Jaccard算法是基于集合的相似度计算方法,它的原理非常简单。
假设我们有两个文本A和B,我们可以将它们分别看作两个集合,其中每个元素表示文本中的一个词语。
Jaccard算法通过计算两个集合的交集和并集的比值,来衡量两个文本之间的相似程度。
具体来说,假设文本A的词语集合为A1,文本B的词语集合为B1,那么Jaccard相似度可以通过以下公式计算:J(A,B) = |A1∩B1| / |A1∪B1|其中,|A1∩B1|表示A1和B1的交集的大小,|A1∪B1|表示A1和B1的并集的大小。
二、Jaccard文本相似度算法的应用Jaccard算法在文本处理和信息检索领域有着广泛的应用。
1. 文本聚类文本聚类是将具有相似主题的文本分组的任务。
Jaccard算法可以用来衡量两个文本之间的相似程度,从而帮助将相似的文本聚类到一起。
通过计算所有文本之间的Jaccard相似度,可以构建一个相似度矩阵,然后使用聚类算法进行文本聚类。
2. 文本分类文本分类是将文本分到不同类别的任务。
Jaccard算法可以用来比较待分类文本与已知类别文本的相似程度,从而帮助将待分类文本分到合适的类别。
通过计算待分类文本与每个类别的Jaccard相似度,可以选择相似度最高的类别作为分类结果。
3. 文本相似度搜索文本相似度搜索是根据给定的查询文本,从文本库中找到与之相似的文本的任务。
Jaccard算法可以用来计算查询文本与文本库中文本的相似程度,从而帮助检索相似的文本。
通过计算查询文本与每个文本的Jaccard相似度,可以选择相似度高于一定阈值的文本作为搜索结果。
journal of automation and intelligence latex模板 -回复

journal of automation and intelligence latex模板-回复首先,我们需要寻找适用于Journal of Automation and Intelligence的Latex模板。
回答这个问题,我们可以按照以下步骤进行:1. 打开互联网搜索引擎,如Google或百度,然后在搜索栏中输入“Journal of Automation and Intelligence Latex模板”。
2. 浏览搜索结果中与期刊名称和Latex模板相关的链接。
通常,与该期刊相关的网站或学术界的论坛经常会提供期刊的Latex模板。
3. 找到一个合适的链接后,点击进入该链接,浏览页面上提供下载的相关内容。
一般来说,期刊的网站会在“作者指南”或类似的页面上提供Latex 模板的下载链接。
4. 点击并下载所需的Latex模板文件,通常是一个包含了示例tex文件和相关格式文件的zip压缩包。
5. 解压缩下载的文件,并将其保存到您的工作目录中。
6. 打开tex文件,并阅读其中的注释部分,以了解如何使用模板和填充文章内容。
7. 创建一个新的tex文件,将模板中的示例内容删除,然后根据你的主题和目的开始撰写文章。
接下来,我们将按照以下步骤,在1500-2000字的篇幅内回答该主题。
1. 引言:在文章开始时,简要介绍自动化和智能领域的重要性以及Journal of Automation and Intelligence的背景和目的。
2. 自动化概述:解释自动化的定义和应用领域,例如工业自动化、交通自动化和家庭自动化等。
提供自动化技术的优势和挑战。
3. 智能概述:介绍智能系统的基本原理和应用,如人工智能、机器学习和专家系统等。
阐述智能系统在自动化领域中的作用和重要性。
4. 自动化与智能的结合:讨论自动化和智能技术结合的优势和应用实例,如智能制造、智能交通系统和智能家居等。
展示这些结合如何推动自动化领域的创新和进步。
岛津报告模板如何编辑

岛津报告模板如何编辑岛津报告模板是一种常用于科学实验报告、研究论文、技术文档等文档撰写的模板,被广泛应用于各个科学领域。
本文旨在阐述如何编辑岛津报告模板。
编辑软件:LaTeXLaTeX是一种基于TeX的排版系统,被广泛应用于科技文档和学术论文的排版。
岛津报告模板是基于LaTeX系统的,因此在编辑岛津报告模板前,需要安装LaTeX编辑软件。
在Windows、MacOS、Linux系统上都可以通过官网下载LaTeX软件。
编辑方法:1. 配置模板在编辑岛津报告模板前,需要先将模板下载到本地,一般来说,可以从相关网站上下载或者通过Git等工具下载。
下载后,可以在本地使用编辑器对其进行编辑。
在LaTeX编辑器中,需要先加载岛津报告模板进行配置,一般的编辑器都有功能来进行模板的配置,这一步可以参考相关文档进行配置。
2. 编辑文档在配置好模板后,可以进入到文档的编辑界面。
需要注意的是,岛津报告模板中的内容一般都是预定义好格式的,不需要自行编写大量代码。
但是需要根据要求,按照预设格式进行填写文档内容。
在编辑文档时,需要按照以下格式填写内容:\\title{论文题目}\\author{作者姓名}\\date{日期}\\begin{document}\\maketitle% 正文内容\\end{document}在填写正文内容时,需要根据所要表达的内容,分段书写。
在每个段落开头,一般需要有一个空格作为段首缩进。
3. 添加注释在编辑文档过程中,为了方便阅读和理解,可以添加注释。
注释可以用“%”符号进行注释。
在编辑时,可以在对应代码下添加注释,使得代码更加易于理解。
4. 编译文档在编辑好文档后,需要进行编译。
一般来说,可以通过编辑器中提供的编译功能进行编译。
在编译完成后,文档将自动保存到指定的位置。
结论岛津报告模板是一种常用的科技文档模板,通过LaTeX工具的编辑,可以很方便地对其进行编辑。
按照预定格式书写文档内容,最终生成清晰、有条理的科技文档。
papertest查重报告

papertest查重报告1. 引言在现代教育体制下,学生的学术诚信问题备受关注。
学生通过抄袭他人的作品来完成论文、报告等学术任务已经成为一个普遍存在的问题。
为了确保学术诚信,许多学校和机构引入了查重工具来检测学生的作品是否存在抄袭行为。
本文将介绍一种常见的查重工具——papertest,并详细说明其使用步骤。
2. papertest简介papertest是一种常用的查重工具,它通过比较学生提交的作品与全球范围内的文献、报告等数据库进行比对,从而检测是否存在抄袭行为。
papertest可以帮助教师和学生快速准确地评估学生的学术作品的原创性和学术诚信。
3. 使用papertest的步骤3.1 创建账户首先,用户需要在papertest官方网站上创建一个账户。
在创建账户过程中,用户需要提供有效的个人信息,如姓名、学号等。
这些信息将用于将用户与其作品进行关联。
3.2 上传作品创建账户后,用户可以登录papertest平台。
用户需要将要进行查重的作品上传到平台上。
作品可以是论文、报告、作文等。
3.3 选择查重设置在上传作品后,用户可以根据自己的需要选择不同的查重设置。
papertest提供了多种查重模式,用户可以根据作品的性质和要求选择适合的模式。
例如,用户可以选择全文比对模式,即将作品与全球范围内的文献数据库进行全文比对;也可以选择局部比对模式,即只对作品中的某些部分进行比对。
3.4 等待查重结果在选择好查重设置后,用户需要等待一段时间来获取查重结果。
查重时间的长短取决于作品的长度和查重模式的选择。
一般来说,全文比对模式的查重时间更长,因为需要与全球范围内的大量文献进行比对。
3.5 查看查重报告当查重结果生成后,用户可以在papertest平台上查看查重报告。
查重报告将详细列出作品中与外部数据库相似的部分,并给出相似度的百分比。
用户可以根据查重报告来评估作品的原创性和学术诚信。
4. 使用papertest的优势papertest作为一种常见的查重工具,具有以下优势:•精准度高:papertest可以与全球范围内的大量文献进行比对,从而提高了查重的精准度。
英语作文查重复率的软件

英语作文查重复率的软件In recent years, with the widespread use of the internet, plagiarism has become a common problem in academic writing. To tackle this issue, many plagiarism checking software have been developed, which can help writers to detect and eliminate any copied content in their work.One of the most popular plagiarism checking software is Turnitin. This tool is widely used in universities and colleges to check the originality of students' work. It compares the text of the submitted work with a vast database of academic and online sources to identify any similarities. The software then generates a report highlighting the percentage of copied content and the sources from where it has been taken.Another popular plagiarism checking software is Grammarly. It is a comprehensive writing assistant toolthat not only checks for plagiarism but also providessuggestions for grammar, spelling, and punctuation errors. It can be used for academic writing, business writing, and personal writing.PlagScan is another software that is widely used for checking plagiarism. It is a cloud-based tool that compares the submitted work with a large database of academic and online sources. It provides a detailed report highlighting the percentage of copied content and the sources from where it has been taken. It also provides suggestions for improving the quality of the writing.Apart from these, there are many other plagiarism checking software available in the market, such as Copyscape, Quetext, and DupliChecker. All these tools have their unique features and are widely used by writers to ensure the originality of their work.In conclusion, plagiarism is a serious issue in academic writing, and it is essential to use plagiarism checking software to ensure the originality of the work. The software not only helps to detect copied content butalso provides suggestions for improving the quality of the writing. Therefore, it is highly recommended for writers to use plagiarism checking software to maintain the integrity of their work.。
改进自适应蚁群算法求解集装箱装载瓦楞纸板问题

改进自适应蚁群算法求解集装箱装我瓦楞纸板问题高林,姜旭辉,朱庆港(青岛科技大学自动化与电子工程学院,山东青岛266061)摘要:集装箱装载瓦楞纸板问题是一个复杂组合优化问题,针对该问题,在满足基本的装载要求和约束条件下,充分利用自适应蚁群算法的强搜索能力和启发式算法对具体问题的针对性,将自适应蚁群算法和启发式算法结合,提出一种改进的自适应蚁群算法,求解出了最优装载方案。
对纸板装载问题建立模型,提出目标函数并给出约束条件;根据实际情况提出启发式规则,将其与自适应蚁群算法进行结合;使用实例进行仿真验证。
将仿真结果与实际情况进行对比,装载体积率明显提高,证明了该算法能够提高瓦楞纸板装载空间利用率,节省了人力,大大提高了工作效率。
关键词:瓦楞纸板;集装箱装载;组合优化;自适应蚁群算法;启发式算法中图分类号:TP391.9文献标识码:A文章编号#1000-0682(2021)01-0117-06 Improvee adaptive ant colony algorthm for container loading co^^dgaten boar problemGAO LW,JIANG Xuhui,ZHU Qinggang(College pO Automatwri and Electronical Engine P ng,Qingdao University of Science and TecCnology,Shandong Qingdao266061,China# Abstract:The problem of container loading corogated board is a complex combinatoFal optimization peobeem.Aomongatthospeobeem,undeethebasooeoadongeequoeementsand oonsteaonts,thospapeemakes tu e useotthesteongseaeohongaboeotsotadaptoveantooeonsaegoeothm and heueostooaegoeothm ostaegeted bonongtheantooeonsaegoeothm woth the heu eost ooa ego eothm,an ompeoved adap-toveantooeonsaegoeothm ospeoposed tosoevetheoptomaeeoadongsoheme.Mode e ongtheoaedboaed eoad-ing problem,propose the objective function and give constraints,heuFstic oles are proposed according to thMaotuaesotuatoon and oombonMd woth thMadapt ovMant oo eon sa ego eothm,usMthMMaamp e toesomueatoon vMeo tooat oon.ThMs omu eat oon esuetsae oompaeMd woth thMaotuaesotuatoon and thMeoadongvoeumMeat showsasognotooantompeovMmMnt,whooh p eovMs that thMa ego eothm oan ompeovMthMutoeoaatoon otoo e u gatd boaed eoadongspaoM,savMmanpowMeand geatesompeovMwoek M t ooonos.Keyworis:corogated board;container loading;combinatoFal optimization;adaptive ant colony algorithm;heuFstic algorithm0引言在当前的物流行业中,由于瓦楞纸箱的强度高、收稿日期#2019-10-10基金项目:山东省自然科学基金(ZR2014FL018);青岛科技大学博士科研基金(010022530);教育部产学合作协同育人项目(施耐德公司,2018第一批)作者简介:高林(1976),男,黑龙江密山市人,副教授"博士后,研究生导师,主要研究方向为大数据技术和工业互联网)E-mail:gaolin0619@126-com 成本低、环保性强,所以瓦楞纸箱已经成为物流行业不可或缺的一部分。
jpridemodeljanc说明书

jpridemodeljanc说明书【最新版】目录1.JPrideModelJanc 说明书概述2.JPrideModelJanc 的功能介绍3.使用 JPrideModelJanc 的注意事项4.JPrideModelJanc 的适用人群5.JPrideModelJanc 的保养维护正文【JPrideModelJanc 说明书概述】JPrideModelJanc 是一款先进的知识类写作助手,其主要功能是根据用户提供的文本,帮助用户编写文章。
本说明书旨在详细介绍JPrideModelJanc 的功能和使用方法,帮助用户更好地利用这一工具进行高效的写作。
【JPrideModelJanc 的功能介绍】1.文本分析:JPrideModelJanc 能够对用户提供的文本进行深入分析,挖掘文本的主题、关键词和关键信息。
2.提纲生成:根据文本分析结果,JPrideModelJanc 能够智能生成文章提纲,帮助用户快速梳理文章结构。
3.文章撰写:JPrideModelJanc 可以根据生成的提纲,自动撰写文章,大大提高用户的写作效率。
4.语言润色:JPrideModelJanc 具有语言润色功能,可以对生成的文章进行语法、拼写和用词的检查与修正。
5.个性化定制:JPrideModelJanc 支持用户自定义语言风格、写作语气等,满足不同用户的个性化需求。
【使用 JPrideModelJanc 的注意事项】1.确保输入文本的准确性和完整性,以便 JPrideModelJanc 能够生成准确的提纲和文章。
2.在使用 JPrideModelJanc 进行文章撰写时,请留意生成的文章是否符合您的需求,如有需要,可对生成的文章进行进一步的修改和完善。
3.JPrideModelJanc 的训练数据有截止时间,有关近期的新闻、事件或知识,可能无法准确反映。
【JPrideModelJanc 的适用人群】JPrideModelJanc 适用于各类知识类写作场景,如学术论文、报告、新闻报道、博客文章等,尤其适合需要高效写作的用户。
苏州科技大学-硕士-学位论文-格式模板范文

江苏省硕士学位论文封面(2018/2019 学年)培养单位编号:二级学科名称:二级学科代码:论文研究方向:申请学位类别:学位论文题目:研究生编号:江苏省教育评估院制摘要本论文主要内容是基于本高校的论文格式要求,利用论文排版机器人PaperYes 的人工智能引擎排版出来的论文模板。
各位同学可以通过此模板撰写论文,只需将自己撰写的论文内容填充到相应的标题下面就可以了,帮助同学们解决论文排版的困扰。
如果有的同学不会用此模板编辑论文,可以选择PaperYes论文排版,根据您所在高校的格式要求,自动生成目录和页眉页脚,解决奇偶页难题,智能编排标题、图、表和公式,适配字体字号和段落等,10秒搞定,安全高效。
关键词:论文排版;机器人;PaperYes;论文模板ABSTRACTThe main content of this paper is based on the requirement of paper format in our university, using the artificial intelligence engine of PaperYes, a paper typesetting robot, to compose the paper template. Students can use this template to write papers, just fill the content of the papers under the corresponding headings, to help students solve the problem of paper typesetting. If some students do not use this template to edit papers, you can choose PaperYes paper typesetting. According to the format requirements of your university, automatically generate directories and headers and footers, solve the odd and even page problems, intelligently arrange titles, graphs, tables and formulas, and adapt font size and paragraph, etc., 10 seconds to complete, safe and efficient.Key words:PaperYes;Layout Technology;AIrtificial Intelligence; Research; Based on;目录摘要 (I)ABSTRACT (II)注释表 ................................................................................................................................. I V 第一章绪论 . (1)第二章排版算法 (2)2.1 关于目录修改后的排版技巧 (2)2.1.1 关于目录的制作和修改 (2)2.1.2 此处为三级标题 (2)2.2 关于图片、表格、公式的解决 (3)2.2.1 表格的样式 (3)2.2.2 此处为三级标题 (4)2.3 页眉和页码的设置 (4)2.4 脚注和参考文献上标 (4)2.4.1 脚注和参考文献上标范例 (4)2.4.2 此处为三级标题 (5)第三章PaperYes论文一键排版的概念 (6)3.1 一键排版的概念 (6)3.1.1 此处为三级标题 (6)3.1.2 此处为三级标题 (6)3.2 一键排版的概念 (6)3.2.1 此处为三级标题 (7)3.2.2 此处为三级标题 (7)第四章总结 (8)参考文献 (9)致谢 (10)附录 (11)注释表AI Artificial Intelligence,人工智能,滤波器组多载波CERNET The China Education and Research Netword,中国教育研究网,滤波器组多载波NLG Natural Language Generation,自然语言生成,滤波器组多载波NLP Natural Language Processing,自然语言处理,滤波器组多载波GNMT Google Neural Machine Translation,谷歌神经机器翻译,滤波器组多载波第一章绪论本论文主要内容是基于本高校的论文格式要求,利用论文排版机器人PaperYes 的人工智能引擎排版出来的论文模板。
- 1、下载文档前请自行甄别文档内容的完整性,平台不提供额外的编辑、内容补充、找答案等附加服务。
- 2、"仅部分预览"的文档,不可在线预览部分如存在完整性等问题,可反馈申请退款(可完整预览的文档不适用该条件!)。
- 3、如文档侵犯您的权益,请联系客服反馈,我们会尽快为您处理(人工客服工作时间:9:00-18:30)。
Technical Innovation in 2-Pedal Transmissions Led by CVTsShigeo Ishida 1) Takashi Shibayama 2) Akihiro Aoyama 3)At JATCO, we put new-generation CVTs on the market between 2009 and 2012. These new CVTs were developed for the purpose of unifying our CVT lineup through the incorporation of various technical innovations. It was deemed difficult to integrate the lineup just on the basis of conventional improvements. The basic strategy defined for the new CVTs was to “transmit high torque with a small transmission” and specific technical innovations were made to achieve the goal of integrating the product lineup. This paper describes the technical innovations embodied in these new CVTs.KEY WORDS: Continuously Variable Transmission with Auxiliary Gear Box, New Belt, New Chain1.INTRODUCTIONPersonal mobility requires global environmental protection through the reduction of carbon dioxide (CO2) emissions and the means for providing individual freedom of movement. In response to these market needs, automatic transmissions began to diffuse rapidly in the 1980s concomitant with worldwide user demands for driving ease as well. Accompanying this diffusion trend, more speed ranges began to be added to the 3-speed automatic transmissions prevalent at that time, and various new types of automatic transmissions also started to appear during that same period, including automated manual transmissions. However, it was predicted that the evolution of these transmission technologies would reach a limit in the future owing to their complex structures and control procedures.At JATCO, we began early on to focus attention on continuously variable transmissions (CVTs) because of their inherent environmental performance and potential for smooth shifting due to the absence of stepped gear ratios. Through the efforts made to expand our CVT products, we successfully developed a full CVT lineup comprising four different series.However, in the meantime the automobile as a whole was rapidly undergoing technological innovation, including downsizing and electronification. We realized that transmissions also required similar innovation and launched development activities toward that end.In 2009, we developed the world’s first CVT that incorporates an auxiliary transmission and then developed a new CVT series in 2012 that can be applied to a wide range of vehicles from 2.0L-class midsize cars to 3.5L-class large vehicles. As a result, these two newly developed CVT series can cover the entire range of vehicle application that was previously covered by our full lineup consisting of four CVT series.This paper describes the concepts defined for the development of these new CVTs and the technical innovations that were achieved in the process. 2. SOCIAL ENVIRONMENT CHANGES ANDTRANSMISSION REQUIREMENTS2.1 Response to Social Environment ChangesMarket requirements for vehicles rapidly diversified from the previous demand for driving ease to include technologies for complying with fuel economy regulations and collision safety standards, as well as electronification accompanying higher levels of vehicle functionality. The approaches that were emphasized for complying with fuel economy regulations included expanding the ratio coverage of transmissions, downsizing vehicles and engines, and enhancing overall efficiency. In the transmission field, more speed ranges were added to stepped automatic transmissions andautomated manual transmissions were developed (Fig. 1).〔Fig. 1.〕, Trends in 2-pedal vehicle & transmission technologiesThe demand for more speed ranges can also be seen in another way as the expansion of ratio coverage, which works to improve fuel economy. Consequently, transmission ratio coverage has been continually expanded since the early 2000s accompanying the further tightening of CO2emission regulations in Japan, the U.S., Europe and China (Fig. 2).〔Fig. 2.〕, Fuel consumption regulations and wider ratio of transmissionsMoreover, as a result of the continued diffusion of vehicles and more complex traffic conditions, there were also rising demands from the latter half of the 1990s for stronger collision safety standards. Seen from the standpoint of the powertrain system, the improvement of collision safety meant expanding the vehicle crushable zones, which necessarily required the downsizing of powertrains at the same time.The first example of the response made to enable vehicles to meet these requirements was the downsizing of engines. Engine displacements began to be reduced from around 2000, which corresponded to the initial period of the expansion of transmission ratio coverage 〔Fig. 2〕. Subsequently, engine displacements were dramatically reduced by the application of supercharging. It is seen in Fig. 3 that engine displacements were downsized by nearly 40% in some cases during that period. The second example that can be cited concerns the adoption of the controller area network (CAN) for in-vehicle communication. As a result of the rapid progress of automotive electronics and the implementation of information technology (IT) in vehicles, it became necessary to have the capability for transmitting larger volumes of information at faster speeds. That could not be done by simply bundling together more ordinary wiring harnesses. Therefore, the adoption of CAN communication made it possible to transmit large volumes of databidirectionally at high speed (Fig. 3).〔Fig. 3〕, Trends in downsizing of engines & CAN network2.2 Future Vision of 2-pedal TransmissionsSuch requirements from the external environment also made it necessary to move ahead rapidly with the development of transmission technologies. Meanwhile, it was predicted that simply improving transmission technologies along the lines of traditional approaches would reach a limit in the future because of the increased complexity of the structures and control procedures.Therefore, we focused attention on our CVT lineup consistingof four series at that time. The overall transmission length is one index that can be applied when downsizing transmissions for use on front-wheel-drive vehicles. An examination of the overall length of our CVTs developed up to that point revealed that they were clustered into a 400-mm class group and a 350-mm class group. Accordingly, for the former group with the longer overall length, we set a target of a 350-mm class, i.e., the length of the latter group, in order to ensure ease of mounting in the engine compartment. For the group with the shorter overall length, we set a target of 340 mm maximum in order to ensure flexibility for use even on minivehicles. We also examined the lineup from a different perspective with regard to the allowable torque band. The results showed that our CVTs used on minivehicles and small cars had a similar torque capacity requirement of 70-180 Nm and those used on midsize and large vehicles had a similar performance requirement of 250-380 Nm. Accordingly, from the perspective of downsizing, we formulated a strategy for integrating our existing CVT models in these two torque capacity ranges into smaller size units, respectively, as the future vision of our CVT lineup (Fig. 4).〔Fig. 4〕, Target of CVT integrationThe fundamental idea of this integration strategy was to “transmit high torque with a small transmission.” For the CVT model in the lower torque range, that is, the unit for use on minivehicles and small cars, we defined the concept of developing“technologies that provide wide ratio coverage even with a small transmission.” That was intended to address the issue of the poor power-to-weight ratio of these vehicles. For the CVT model in the higher torque range, that is, the unit for use on midsize and large vehicles, we defined the concept of developing “technologies for transmitting high torque with a small transmission.”The accomplishment of these concepts would require innovation, as it would be impossible to achieve them by simply continuing the evolution of conventional technologies along the same lines. Based on these two development concepts, we created various innovative technologies that enable just two CVT series to cover a fivefold range of torque capacity from 70 Nm to 380 Nm. As a result, we were able to dramatically integrate our CVT lineup for use on front-wheel-drive vehicles.The specific technical innovations that were developed will be described in the following sections.3. CONCEPT AND TECHNOLOGIES OF SMALLER CVT 3.1 Development of an Auxiliary Transmission and Smaller Pulleys The conventional approach to downsizing that has generally been applied to date is the idea of integrating multiple structures or functions into one. However, we took the opposite approach in the development of a new-generation smaller CVT. Specifically; we divided the shift mechanism into one based on the belt-pulley system and one based on a two-speed auxiliary transmission. Fig. 5 compares the structure of the existing base CVT with that of the newly developed CVT which incorporates an auxiliary transmission. The adoption of the auxiliary transmission allowed the pulley size to be reduced by 15%, thereby achieving an overall length of 323.3 mm and reducing the wet weight by 10 kg (Fig. 6).〔Fig. 5〕, Auxiliary transmission for compact sizeMoreover, the incorporation of the auxiliary transmission allows the use of two pulley ratio patterns between High and Low, thereby making it possible to expand the ratio coverage to 7.3, upfrom 6.0 of the existing unit.〔Fig. 6〕, Downsizing of Pulleys3.2 Control Technology Facilitating the New Shift Mechanism Although a distinctive feature of this shift mechanism is that two pulley ratio patterns can be used between High and Low, the shifting of the belt-pulley system must be synchronized with that of the 2-speed auxiliary transmission in order to ensure smooth shift performance. With this CVT structure, fluctuations in engine speed and torque must be suppressed at the time the auxiliary transmission shifts. If such fluctuation is not controlled well, the time difference in the shifting operations would prevent harsh shift that would compromise the smooth shift performance inherent to a CVT. JATCO has a long history of developing stepped automatic transmissions and has accumulated many technologies related to shifting. In addition, we have also developed various technologies for shifting CVTs.By combining these two sets of technologies, we were able to prevent harsh shift as indicated in Fig. 7. Specifically, a control technology was developed for synchronizing upshifts and downshifts, which maintains a constant engine speed for obtaining smooth shift performance. The control system calculates the target total gear ratio, and from that value it calculates the target pulley ratio. The pulleys and the auxiliary transmission clutches are then controlled hydraulically according to the respective target value. In addition, adaptive learning control is applied to learn the contact point of the clutches in order to reduce any harsh shift that occurs when switching between clutches in the torque phase. Similarly, adaptive learning control is applied to learn the clutch torque capacity needed at the time of clutch engagement. These control features serve to overcome pressure fluctuation and structural variation and also maintain the desired performance as the unit ages with use (Fig. 7).〔Fig. 7〕, Innovations in control system technologyThese technologies were embodied in the new Jatco CVT7 that was released in 2009 and provides improved fuel economy and excellent drivability in a compact package.4. CONCEPT AND TECHNOLOGIES OF LARGER CVT 4.1 CVT StructureWith regard to technical innovation for the CVT to be used on midsize to large vehicles, the first step taken was to review the basic structure. The oil pump that generates hydraulic pressure for torque transmission and shifting is positioned under the first shaft and is driven via a chain system from the input shaft connected directly to the engine. This layout was selected with the aim of reducing the overall length of the unit (Fig. 8).However, the size reduction that can be achieved by simply revising the layout is limited. For that reason, technical innovations were deemed necessary, and it was decided to develop a new belt and a new chain.〔Fig. 8〕, Main cross section4.2 New belt and new chainActivities were undertaken to develop the technologies for transmitting high torque with a smaller transmission, which is required of a CVT for use on midsize to large vehicles. At the time,it was said that new technologies for compact, high torque capacity CVT component was necessary. We proceeded with the development of a new belt and a new chain in order to transmit high torque with a small transmission. That was done to provide the optimal drive system matching the ways in which vehicles fitted with the new CVT are actually driven. As a result, a new belt was developed for use on midsize vehicles that is 2 mm narrower in width than the existing belt, and a new chain was developed for use on large vehicles that is 3 mm narrower in width than the existing chain, as shown in Fig. 9〔Fig. 9〕, New belt and new chain(1) New beltThe new belt was developed with aim of achieving a smaller size, and efforts were also made at the same time to reduce friction. Both a smaller size and lower friction were achieved by 1) reducing the width of the bands, 2) optimizing the element sharpness and 3) increasing the ear width. Specifically, reducing the width of the bands was effective in lowering friction between them and the elements. Additionally, optimizing the element geometry reduced friction while also ensuring the desired torque transmission capacity. These measures resulted in the development of a smaller belt with lower friction (Fig. 10).〔Fig. 10〕, Key technical features of CVT8: new belt(2) New chainThe new chain for use on large vehicles was developed basedTorque Converter Oil PumpSecondary PulleyReduction GearFinal GearOutput Gear Idler Gear Forward, ReverseOut put for Tires Chainon an analysis of how such vehicles are actually driven. Previously, it was well known to use crown pulley faces. At JATCO, we aimed to use common pulleys for the purpose of unifying our CVT models used on midsize and large vehicles. Along with adopting straight pulley faces, the geometry of the pin end face of the chain was re-examined, and the optimum face geometry was found for securing high efficiency. This also made it possible to improve massproduction efficiency.〔Fig. 11〕, New chainThe foregoing measures made it possible to reduce the overall length of the new CVT for large vehicles by 30 mm (-8%) and its weight by 5 kg (-5%) compared with the existing CVT. As a result, we were able to unify our CVT models for use on midsize to large vehicles. In 2012, the Jatco CVT8 incorporating these newly developed technical innovations was adopted on the new Nissan Altima that was released in the U.S. market. This new CVT has been highly evaluated for its compact size and contribution to improved fuel economy and drivability.The technical innovations described here facilitated the complete integration of our CVT lineup into two series, one for use on minivehicles and small cars and the other for use on midsize to large vehicles. Each CVT series provides levels of performance that could not have been obtained by simply making improvements toexisting technologies (Fig. 12).〔Fig. 12〕, Comparison of CVT specificationsOur present lineup of new-generation CVTs established on the basis of these technical innovations has been highly praised by our automaker customers. In CY2011, we gained a 55% share of the global CVT market. Work is now under way to develop a hybrid model.5. DEVOPMENT PROCESS INNOVATIONSThe successful development of the new-generation CVTs was due to the adoption of the individual technical innovations described above as well as to innovations made to the development process. Conventionally, development work has been done in a step-by-step manner, but we transformed the development process so that the vehicle, engine and CVT transmission are now developedsimultaneously (Fig. 13).〔Fig. 13〕, Transforming the Development ProcessThis simultaneous development process makes it possible to achieve performance and functionality thoroughly integrated with the vehicle model. It also helps to speed up the development process and provides greater possibilities for attaining the targeted performance.6. CONCLUSIONSTechnical innovations were pursued in line with the concepts defined for developing the technologies of the new-generation CVTs for purpose of unifying the CVT lineup. The following observations can be made based on a review of the results obtained.1) Social environment changes and vehicle requirements havepromoted engine/vehicle downsizing and innovations in CAN communication and other technologies.In parallel, innovations in transmissions also have beenpromoted.2) The basic strategy defined for the new-generation CVTs was to“transmit high torque with small transmission” and specifictechnologies were identified for unifying the CVT lineup. 3) One approach taken was to develop technologies for obtainingwide ratio coverage even in a small transmission. The conceptof an auxiliary transmission and the use of smaller pulleys were pursued to accomplish that.4) Another approach taken was to develop technologies fortransmitting high torque with a small transmission. Attention was focused on the belt as the key component for transmitting torque, and the challenge of developing a new belt and a new chain was undertaken.5) Innovations applied to the development process made it easierto develop the new-generation CVTs.The development of the technical innovations described here has made it possible to contribute to further advances in vehicle performance and simultaneously to dramatically revise JATCO’s CVT lineup. We want to continue to contribute to the ongoing progress of vehicles through further innovations in our transmission technologies.Finally, the authors would like to thank everyone involved for their cooperation with the development of these technical innovations from the initial stage of the development process.*Presented in Parallel Session I at 2013 TM Symposium China (TMC 2013).1), 3) JATCO Ltd., 700-1, Imaizumi, Fuji City, Shizuoka, Japan 417-85852) JATCO Ltd., 560-2, Okatsukoku, Atsugi City, Kanagawa, Japan 243-0192。