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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 8 | Month- August 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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  Published Paper Details:

  Paper Title

A Study on Cognitive Automation An AI Approach to Industrial Task and Motion Control

  Authors

  Mohiyuddin T D,  Reshma Sultana

  Keywords

Industrial Automation, Artificial Intelligence (AI), Scheduling, Task Planning, Motion Control, Flexible Assembly Lines, Cooperative Robots, Mobile Manipulators, Digital Twins, Edge AI, Industry 4.0, Industry 5.0, Smart Manufacturing, Cyber-Physical Systems (CPS), Human-Robot Collaboration.

  Abstract


The convergence of Artificial Intelligence (AI) and industrial automation has created transformative opportunities in modern manufacturing systems. AI-driven approaches enable flexibility, adaptability, and autonomy in scheduling, task planning, and robotic motion control, which are critical in Industry 4.0 environments. This paper synthesizes insights from three major contributions: AI-based combined scheduling and motion planning in flexible robotic assembly lines, task planning of cooperating low-cost mobile manipulators, and advanced AI-driven task and motion planning of robotic assembly operations. By analyzing these studies, we present a comprehensive overview of methodologies, applications, challenges, and future research directions. The study highlights how AI techniques such as reinforcement learning, deep learning, hybrid symbolic-neural models, and distributed cooperative planning are redefining automation. Applications across flexible manufacturing lines, cooperative multi-robot systems, and intelligent robotic assembly operations are examined. Finally, challenges such as computational complexity, safety, interoperability, and sustainability are addressed, alongside opportunities for future research in digital twins, edge AI, blockchain-enabled automation, and Industry 5.0 paradigms.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2008472

  Paper ID - 292884

  Page Number(s) - 3937-3942

  Pubished in - Volume 8 | Issue 8 | August 2020

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Mohiyuddin T D,  Reshma Sultana,   "A Study on Cognitive Automation An AI Approach to Industrial Task and Motion Control", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 8, pp.3937-3942, August 2020, Available at :http://www.ijcrt.org/papers/IJCRT2008472.pdf

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Call For Paper August 2026
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ISSN and 7.97 Impact Factor Details


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ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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