title: Namangan Institute of Engineering and Technology
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  Namangan Institute of Engineering and Technology Pdf ko'rish
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  Bog'liq ТўпламNamangan Institute of Engineering and Technology
  nammti.uz
  10.25.2023
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  times, and cut costs. Machine learning will become a key competitive advantage for manufacturers.
  However, challenges related to data, talent, and model robustness must be addressed. Overall,
  machine learning holds tremendous potential to make manufacturing and industrial operations
  more efficient, resilient, and intelligent.
  References
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  прогнозирования отказов оборудования. Вестник КГТУ, 23(1), 161-168.
  2.
  Эргашев, Б. (2021). Интеллектуальный анализ данных в оптимизации
  промышленных процессов. Проблемы информатики, 3(54), 28-36.
  3.
  Lee, J., Wu, F., Zhao, W., Ghaffari, M., Liao, L., & Siegel, D. (2014). Prognostics and health
  management design for rotary machinery systems—Reviews, methodology and applications.
  Mechanical systems and signal processing, 42(1-2), 314-334.
  4.
  Khan, S. A. (2018). Machine learning and AI for predictive maintenance. In Digital
  Transformation of the Design, Construction and Management Processes of the Built Environment
  (pp. 197-205). Springer, Cham.
  APPLICATIONS OF MECHATRONICS AND AUTOMATION IN EDUCATION: TECHNOLOGIES AND THE
  FUTURE OF EDUCATION
  X.B.Madaliyev, H.K.Najmiddinov
  Namangan Institute of Engineering and Technology
  Abstract: Mechatronics and automation are playing an increasingly important role in
  education. These technologies are being used to enhance traditional teaching methods, increase
  access to education, and prepare students for careers in STEM fields. This article explores current
  and future applications of mechatronics and automation in education. It looks at technologies like
  artificial intelligence, robotics, augmented/virtual reality, and how they can transform learning
  experiences. Challenges and opportunities related to implementing these technologies are also
  discussed. The goal is to provide an overview of how mechatronics and automation will shape the
  future of education.
  Key words: Mechatronics, automation, education, technologies, future, AI, robotics, virtual
  reality, simulations, robotics, remote labs, automated management, big data analytics.
  Introduction. Education is undergoing a technology-driven transformation. Emerging
  technologies in mechatronics and automation are enabling new modes of teaching and learning.
  Mechatronics integrates mechanical, electronic, and computer engineering to design smart devices
  and systems. Automation relies on control systems and information technologies to operate
  equipment and processes. The synergy between mechatronics and automation has led to advanced
  systems that can replicate human skills and behaviors. This convergence makes mechatronics and
  automation well-suited to improve education [1].
  Some current applications of mechatronics and automation in education include:
  Intelligent tutoring systems - These AI-powered systems provide adaptive instruction and
  feedback without human intervention. They analyze student learning patterns and adjust teaching
  strategies accordingly [2].
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