Big data analytics for intelligent manufacturing systems: A review
With the development of Internet of Things (IoT), 5 G, and cloud computing technologies, the
amount of data from manufacturing systems has been increasing rapidly. With massive …
amount of data from manufacturing systems has been increasing rapidly. With massive …
[HTML][HTML] Data science for engineering design: State of the art and future directions
Engineering design (ED) is the process of solving technical problems within requirements
and constraints to create new artifacts. Data science (DS) is the inter-disciplinary field that …
and constraints to create new artifacts. Data science (DS) is the inter-disciplinary field that …
Data-driven smart manufacturing
The advances in the internet technology, internet of things, cloud computing, big data, and
artificial intelligence have profoundly impacted manufacturing. The volume of data collected …
artificial intelligence have profoundly impacted manufacturing. The volume of data collected …
Implications of data-driven product design: From information age towards intelligence age
Abstract Data-driven design (D 3), a new design paradigm benefited from advanced data
analytics and computational intelligence, has gradually promoted the research of data …
analytics and computational intelligence, has gradually promoted the research of data …
A survey on context-aware recommender systems based on computational intelligence techniques
The demand for ubiquitous information processing over the Web has called for the
development of context-aware recommender systems capable of dealing with the problems …
development of context-aware recommender systems capable of dealing with the problems …
Affective design using machine learning: a survey and its prospect of conjoining big data
Customer satisfaction in purchasing new products is an important issue that needs to be
addressed in today's competitive markets. A product with good affective design excites …
addressed in today's competitive markets. A product with good affective design excites …
A formal ontology-based spatiotemporal mereotopology for integrated product design and assembly sequence planning
E Gruhier, F Demoly, O Dutartre, S Abboudi… - Advanced Engineering …, 2015 - Elsevier
This paper introduces the development of a formal ontology based on spatiotemporal
mereotopology in the context of integrated assembly design and sequence planning. The …
mereotopology in the context of integrated assembly design and sequence planning. The …
Flame image-based burning state recognition for sintering process of rotary kiln using heterogeneous features and fuzzy integral
W Li, D Wang, T Chai - IEEE Transactions on Industrial …, 2012 - ieeexplore.ieee.org
Accurate and robust recognition of burning state for sintering process of rotary kiln plays an
important role in the design of image-based intelligent control systems. Existing approaches …
important role in the design of image-based intelligent control systems. Existing approaches …
Approaches for identifying consumer preferences for the design of technology products: A case study of residential solar panels
This paper investigates ways to obtain consumer preferences for technology products to
help designers identify the key attributes that contribute to a product's market success. A …
help designers identify the key attributes that contribute to a product's market success. A …
Prediction of methane production in wastewater treatment facility: A data-mining approach
A prediction model for methane production in a wastewater processing facility is presented.
The model is built by data-mining algorithms based on industrial data collected on a daily …
The model is built by data-mining algorithms based on industrial data collected on a daily …