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International Journal of Product Development最新文献

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Market product demand forecasting method based on probability statistics and convolution neural network 基于概率统计和卷积神经网络的市场产品需求预测方法
International Journal of Product Development Pub Date : 2021-06-30 DOI: 10.1504/ijpd.2021.116154
Yingji Cui
{"title":"Market product demand forecasting method based on probability statistics and convolution neural network","authors":"Yingji Cui","doi":"10.1504/ijpd.2021.116154","DOIUrl":"https://doi.org/10.1504/ijpd.2021.116154","url":null,"abstract":"Due to the high proportion of redundant data and high prediction error rate in traditional market product demand prediction methods, this paper proposes a market product demand prediction method ba...","PeriodicalId":14273,"journal":{"name":"International Journal of Product Development","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42221981","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A weighted knowledge super network model for collaborative product innovation based on adjacency matrix 基于邻接矩阵的协同产品创新加权知识超网络模型
International Journal of Product Development Pub Date : 2021-06-30 DOI: 10.1504/ijpd.2021.116155
Yanhua Wang, Fang Zhang
{"title":"A weighted knowledge super network model for collaborative product innovation based on adjacency matrix","authors":"Yanhua Wang, Fang Zhang","doi":"10.1504/ijpd.2021.116155","DOIUrl":"https://doi.org/10.1504/ijpd.2021.116155","url":null,"abstract":"Aiming at the problems existing in traditional methods such as poor destructibility, low knowledge processing capacity and easy loss of product innovation weighted knowledge, a collaborative product innovation weighted knowledge hypernetwork model based on adjacency matrix was designed. A knowledge sharing network model is established, which is used to transform product design tasks and form multiple sub-tasks. Acquire knowledge points and carry out network modelling, acquire the membership relationship between knowledge points, design individual knowledge subgraphs, and represent different knowledge subgraphs through adjacency matrix. The hypernetwork model is constructed, and the model is used to calculate knowledge points and relevant weights of knowledge, and the knowledge fusion is realised based on the calculation results, so as to realise the construction of knowledge hypernetwork model. The results show the maximum destruction resistance coefficient of the model is about 0.8, and the maximum product innovation weighted knowledge loss rate is only 15.2%.","PeriodicalId":14273,"journal":{"name":"International Journal of Product Development","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49380428","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Error correction method of enterprise product cost accounting based on machine learning algorithm 基于机器学习算法的企业产品成本会计纠错方法
International Journal of Product Development Pub Date : 2021-06-30 DOI: 10.1504/ijpd.2021.10039211
Hui Zhou
{"title":"Error correction method of enterprise product cost accounting based on machine learning algorithm","authors":"Hui Zhou","doi":"10.1504/ijpd.2021.10039211","DOIUrl":"https://doi.org/10.1504/ijpd.2021.10039211","url":null,"abstract":"In order to solve the problems of large error correction result and long-time consumption in traditional cost accounting methods, an error correction method of enterprise product cost accounting ba...","PeriodicalId":14273,"journal":{"name":"International Journal of Product Development","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43435234","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automatic adjustment method of sports equipment parameters based on dynamic data drive 基于动态数据驱动的运动装备参数自动调整方法
International Journal of Product Development Pub Date : 2021-06-30 DOI: 10.1504/ijpd.2021.10039213
Yang He
{"title":"Automatic adjustment method of sports equipment parameters based on dynamic data drive","authors":"Yang He","doi":"10.1504/ijpd.2021.10039213","DOIUrl":"https://doi.org/10.1504/ijpd.2021.10039213","url":null,"abstract":"In order to overcome the problems of low sensitivity, large adjustment deviation and low adjustment efficiency existing in the traditional parameter adjustment method of sports fitness equipment, this paper proposes a new automatic parameter adjustment method of squatting fitness equipment based on dynamic data drive. This method analyses the basic elements of sports fitness equipment, and obtains the relevant parameters of squatting fitness equipment. A multi-objective optimisation model is established to optimise the support probability and utilisation rate of spare parts. According to the optimisation results, Kalman filter method is used to fuse the equipment parameters, and the method of random gradient descent and dynamic data-driven is used to adjust the fused parameters. The experimental results show that it has obvious advantages in equipment sensitivity, parameter adjustment deviation and adjustment efficiency. After adjustment, the highest sensitivity of equipment is close to 0.9.","PeriodicalId":14273,"journal":{"name":"International Journal of Product Development","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42756277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Risk prediction of information leakage in new product development stage based on data driven model 基于数据驱动模型的新产品开发阶段信息泄露风险预测
International Journal of Product Development Pub Date : 2021-06-30 DOI: 10.1504/ijpd.2021.10039212
Yang Wang
{"title":"Risk prediction of information leakage in new product development stage based on data driven model","authors":"Yang Wang","doi":"10.1504/ijpd.2021.10039212","DOIUrl":"https://doi.org/10.1504/ijpd.2021.10039212","url":null,"abstract":"In order to overcome the problem of low prediction accuracy of current information disclosure risk prediction methods, this paper proposes a new risk prediction method for information leakage based on data-driven model. Based on the data-driven model, the new product development implementation process model is established. The generation and transmission characteristics of information in the new product development stage are analysed. The relationship between the information owner and the information thief is analysed by using the game model. According to the analysis results, the information leakage risk evaluation index system is constructed, and the comprehensive fuzzy evaluation method is used to solve the information leakage. According to the evaluation results, the information leakage risk is predicted. The experimental results show that the index significance coefficient of the proposed method is high, the critical ratio value can be controlled within 2, and the prediction accuracy is high.","PeriodicalId":14273,"journal":{"name":"International Journal of Product Development","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44275319","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Optimisation of data transmission delay of heart rate monitoring equipment in sports 运动中心率监测设备数据传输延迟的优化
International Journal of Product Development Pub Date : 2021-06-30 DOI: 10.1504/ijpd.2021.116153
Zhiming Zhong
{"title":"Optimisation of data transmission delay of heart rate monitoring equipment in sports","authors":"Zhiming Zhong","doi":"10.1504/ijpd.2021.116153","DOIUrl":"https://doi.org/10.1504/ijpd.2021.116153","url":null,"abstract":"In order to overcome the problem of high transmission delay of traditional heart rate monitoring equipment, this paper proposes a new optimisation method for data transmission delay of sports heart rate monitoring equipment. This paper analyses the characteristics of heart rate data under different exercise intensity, constructs the energy consumption model of data transmission, and analyses the operation process of energy consumption model in detail. According to the RBF neural network, the related parameters affecting the data transmission delay of heart rate monitoring equipment are calculated and optimised to complete the optimisation of data transmission delay of heart rate monitoring equipment. The experimental results show that the data delay optimisation method proposed in this paper can effectively reduce the transmission delay, the minimum high delay time is only 60 ms, improve the transmission rate, and has strong practical application.","PeriodicalId":14273,"journal":{"name":"International Journal of Product Development","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42286379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance evaluation method of social public sports goods development based on fuzzy comprehensive evaluation 基于模糊综合评价的社会公共体育用品开发绩效评价方法
International Journal of Product Development Pub Date : 2021-06-30 DOI: 10.1504/ijpd.2021.10039215
Zhe Sun
{"title":"Performance evaluation method of social public sports goods development based on fuzzy comprehensive evaluation","authors":"Zhe Sun","doi":"10.1504/ijpd.2021.10039215","DOIUrl":"https://doi.org/10.1504/ijpd.2021.10039215","url":null,"abstract":"In order to overcome the problems of low accuracy and long time-consuming of traditional performance evaluation methods, this paper proposes a new performance evaluation method of social public sports goods development based on fuzzy comprehensive evaluation. The EEP-LCA evaluation system is established based on the development process and evaluation objectives of social public sports goods. The fuzzy comprehensive evaluation method is introduced to determine the factor set and weight set, so as to obtain the weight of the first level evaluation index and the second level evaluation index. According to the weight calculation results and the principle of fuzzy vector single value, the comprehensive evaluation results are obtained. The experimental results show that the highest fitting degree between the actual results and the evaluation results is 85%, and the evaluation time is less than 7 s, and the evaluation accuracy is high.","PeriodicalId":14273,"journal":{"name":"International Journal of Product Development","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47702926","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Resource sharing method of new product development in the digital market based on blockchain 基于区块链的数字市场新产品开发资源共享方法
International Journal of Product Development Pub Date : 2021-06-30 DOI: 10.1504/ijpd.2021.10039214
Hongtao Zhang
{"title":"Resource sharing method of new product development in the digital market based on blockchain","authors":"Hongtao Zhang","doi":"10.1504/ijpd.2021.10039214","DOIUrl":"https://doi.org/10.1504/ijpd.2021.10039214","url":null,"abstract":"In order to overcome the problems of long query time and low efficiency in the process of new product development resource sharing in digital market, this paper proposes a new resource sharing method for new product development in digital market based on blockchain. Based on the blockchain technology, this method constructs the knowledge sharing system of new product development in digital market. This paper analyses the faults existing in the system shared data, and introduces the contents of these faults in the technical part into ontology, constructs the knowledge sharing model, promotes the resource sharing mechanism of new product development, and completes the resource integration and sharing of new product development according to the ontology knowledge base. The experimental results show that the query time is controlled within 80 s, and the time efficiency is higher.","PeriodicalId":14273,"journal":{"name":"International Journal of Product Development","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48518190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Serious game for lean layout planning: a proposal for involving company staff within the design process 精益布局规划的严肃游戏:一个让公司员工参与设计过程的建议
International Journal of Product Development Pub Date : 2021-06-12 DOI: 10.1504/IJPD.2021.10038705
Alessandra Cantini, F. D. Carlo, M. Tucci
{"title":"Serious game for lean layout planning: a proposal for involving company staff within the design process","authors":"Alessandra Cantini, F. D. Carlo, M. Tucci","doi":"10.1504/IJPD.2021.10038705","DOIUrl":"https://doi.org/10.1504/IJPD.2021.10038705","url":null,"abstract":"Planning the layout of a company directly affects the performance of a production system. To generate an effective layout solution, it is fundamental to involve both design experts and company staff at all stages of the design process. This paper presents a novel lean layout planning system to engage company staff in the research of the layout solution. A two-step process was followed: first, a literature-based approach was applied to get a prototype layout, then a strategy to engage the company's staff in the achievement of the final solution was proposed. The article describes the proposed strategy and shows how the layout changes with or without the involvement of skilled staff. A case study of a leather bags manufacturing plant is also presented. The case study results highlight how the proposed procedure can be helpful in achieving a solution that better satisfies workers and makes employees accept working changes.","PeriodicalId":14273,"journal":{"name":"International Journal of Product Development","volume":" ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48455595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design for ergonomics in the bicycle industry: an engineering design concept 自行车行业的人体工程学设计:一种工程设计理念
International Journal of Product Development Pub Date : 2021-01-01 DOI: 10.1504/IJPD.2021.10038701
N. Emerson, Wayne H. Hall
{"title":"Design for ergonomics in the bicycle industry: an engineering design concept","authors":"N. Emerson, Wayne H. Hall","doi":"10.1504/IJPD.2021.10038701","DOIUrl":"https://doi.org/10.1504/IJPD.2021.10038701","url":null,"abstract":"","PeriodicalId":14273,"journal":{"name":"International Journal of Product Development","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66805317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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