Energy Consumption Estimation for Machining Processes Based on Real-time Shop Floor Monitoring via Wireless Sensor Networks☆
Reads0
Chats0
TLDR
In this article, a machine tool monitoring methodology that integrates sensory systems, a scheduling module, and human operators to perform real-time monitoring on the shop floor is presented, where the collected information is fused through an information fusion mechanism to extract meaningful results.About:
This article is published in Procedia CIRP.The article was published on 2016-01-01 and is currently open access. It has received 53 citations till now. The article focuses on the topics: Energy consumption & Cloud manufacturing.read more
Citations
More filters
Journal ArticleDOI
Data-driven smart manufacturing
TL;DR: The role of big data in supporting smart manufacturing is discussed, a historical perspective to data lifecycle in manufacturing is overviewed, and a conceptual framework proposed in the paper is proposed.
Journal ArticleDOI
Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing
Fei Tao,Meng Zhang +1 more
TL;DR: A novel concept of digital twin shop-floor (DTS) based on digital twin is explored and its four key components are discussed, including physicalShop-floor, virtual shop- Floor, shop- floor service system, and shop-ground digital twin data.
Journal ArticleDOI
Simulation in the design and operation of manufacturing systems: state of the art and new trends
TL;DR: How the urge towards digitalisation of manufacturing in the context of the 4th Industrial revolution has shaped simulation in the design and operation of manufacturing systems is described and the new approaches that have arisen in the literature are reviewed.
Journal ArticleDOI
Industrial Big Data as a Result of IoT Adoption in Manufacturing
TL;DR: This paper presents how the adoption of IoT in manufacturing, considering sensory systems and mobile devices, will generate industrial Big Data, and a developed IoT application is presented showing how real industrial data can be generated leading to Industrial Big Data.
Journal ArticleDOI
Scheduling in cloud manufacturing: state-of-the-art and research challenges
TL;DR: A state-of-the-art literature survey on scheduling issues in cloud manufacturing and a detailed statistical analysis of the literature is provided based on the data gathered from the Elsevier’s Scopus abstract and citation database.
References
More filters
Journal ArticleDOI
A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems
TL;DR: A unified 5-level architecture is proposed as a guideline for implementation of Cyber-Physical Systems (CPS), within which information from all related perspectives is closely monitored and synchronized between the physical factory floor and the cyber computational space.
Journal ArticleDOI
An introduction to multisensor data fusion
David L. Hall,James Llinas +1 more
TL;DR: This paper provides a tutorial on data fusion, introducing data fusion applications, process models, and identification of applicable techniques.
Journal ArticleDOI
From cloud computing to cloud manufacturing
TL;DR: Some of the essential features of cloud computing are briefly discussed with regard to the end-users, enterprises that use the cloud as a platform, and cloud providers themselves.
Journal ArticleDOI
Advanced monitoring of machining operations
TL;DR: In this paper, the past contributions of CIRP in these areas are reviewed and an up-to-date comprehensive survey of sensor technologies, signal processing, and decision making strategies for process monitoring is provided.
Journal ArticleDOI
An introduction to case-based reasoning
TL;DR: This paper discusses the processes involved in case-based reasoning and the tasks for which case- based reasoning is useful.