scholarly journals A framework for Big Data driven product lifecycle management

2017 ◽  
Vol 159 ◽  
pp. 229-240 ◽  
Author(s):  
Yingfeng Zhang ◽  
Shan Ren ◽  
Yang Liu ◽  
Tomohiko Sakao ◽  
Donald Huisingh
Keyword(s):  
Big Data ◽  
Product Lifecycle Management ◽  
Data Driven ◽  
Product Lifecycle ◽  
Lifecycle Management

scholarly journals Requirements for a Product Lifecycle Management System Using Internet of Things and Big Data Analytics for Product-as-a-Service

2021 ◽  
Vol 2 ◽  
Author(s):  
Tomohiko Sakao ◽  
Alex Kim Nordholm
Keyword(s):  
Big Data ◽  
Internet Of Things ◽  
Data Analytics ◽  
Big Data Analytics ◽  
Product Lifecycle Management ◽  
Product Lifecycle ◽  
Use Phase ◽  
Lifecycle Management ◽  
Original Equipment Manufacturers ◽  
The Internet Of Things

Product-as-a-service (PaaS) offerings have advantages and potential for transforming societies to a circular economy and for improving environmental performance. Original equipment manufacturers providing PaaS offerings take higher responsibility for product performances in the use phase than those selling products. This responsibility can be supported by digital technologies such as the Internet of Things (IoT) and big data analytics (BDA). However, insights on how data of product designs and in-use services are managed for PaaS offerings in product lifecycle management (PLM) software are scarce. This mini-review first gives an account of extant major research works that successfully applied BDA, a specific technique of artificial intelligence (AI), to cases in industry through a systematic literature review. Then, these works are analyzed to capture requirements for a PLM system that will exploit the IoT and BDA for PaaS offerings. The captured requirements are summarized as (1) facilitate product and service integration, (2) address multiple lifecycles, (3) adopt an ontology approach encompassing several product standards, and (4) include reading data to process in an interoperation layer.

Big Data in product lifecycle management

2015 ◽  
Vol 81 (1-4) ◽  
pp. 667-684 ◽  
Author(s):  
Jingran Li ◽  
Fei Tao ◽  
Ying Cheng ◽  
Liangjin Zhao
Keyword(s):  
Big Data ◽  
Product Lifecycle Management ◽  
Product Lifecycle ◽  
Lifecycle Management
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