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Andrew Kusiak
Researcher at University of Iowa
Publications - 403
Citations - 23190
Andrew Kusiak is an academic researcher from University of Iowa. The author has contributed to research in topics: Wind power & Engineering design process. The author has an hindex of 77, co-authored 392 publications receiving 20737 citations. Previous affiliations of Andrew Kusiak include Pennsylvania State University & University of Winnipeg.
Papers
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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.
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The facility layout problem
TL;DR: Various formulations of the facility layout problem and the algorithms for solving this problem are presented and Twelve heuristic algorithms are compared on the basis of their performance with respect to eight test problems commonly used in the literature.
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The generalized group technology concept
TL;DR: In this article, a generalized group technology concept, based on generation for one part of a number of different process plans, is proposed, which improves the quality of process (part) families and machine cells.
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Data Mining in Manufacturing: A Review
TL;DR: In this article, a review of data mining applications in manufacturing engineering is presented, in particular production processes, operations, fault detection, maintenance, decision support, and product quality improvement.
Book
Intelligent Manufacturing Systems
Andrew Kusiak,David Dornfeld +1 more
TL;DR: In this paper, a knowledge-based system for group technology models and algorithms for machine layout is presented for flexible machining and assembly systems components of machine learning design of mechanical parts and mechanisms process planning.