Automation, Control and Intelligent Systems

Volume 9, Issue 1, March 2021

  • Evaluation of Ethiopian Influenza Sentinel Surveillance System

    Desalegn Takele, Shikur Mohamed

    Issue: Volume 9, Issue 1, March 2021
    Pages: 1-5
    Received: 30 November 2020
    Accepted: 14 December 2020
    Published: 22 January 2021
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    Abstract: Background: Ethiopia conducts influenza sentinel surveillance since 2008 in eight sites through the coordination of Ethiopian Public Health Institute although little is known whether the system meets its objective. Hence, this evaluation is conducted to evaluate the sentinel surveillance attributes, purposes and its operation system. Method: A cros... Show More
  • Upwind Horizontal Axis Wind Turbine Output Power Optimization via Artificial Intelligent Control System

    Endalew Ayenew Haile, Getachew Biru Worku, Asrat Mulatu Beyene, Milkias Berhanu Tuka

    Issue: Volume 9, Issue 1, March 2021
    Pages: 6-21
    Received: 6 January 2021
    Accepted: 16 January 2021
    Published: 25 January 2021
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    Abstract: Power capturing capacity is one of the key performance indicators of wind turbines. This article presents a study done on the optimization of output power of upwind horizontal axis wind turbine using artificially intelligent control system. The study shows how blade tip speed ratio (λ) and pitch angle (β) are optimized to increase wind turbines pow... Show More
  • Formation of International Ethical Digital Environment with Smart Artificial Intelligence

    Evgeny Bryndin

    Issue: Volume 9, Issue 1, March 2021
    Pages: 22-33
    Received: 1 January 2021
    Accepted: 11 January 2021
    Published: 25 January 2021
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    Abstract: Intellectual agent ensembles allow you to create digital environment by professional images with language, behavioral and active communications, when images and communications are implemented by agents with smart artificial intelligence. Through language, behavioral and active communications, intellectual agents implement collective activities. The... Show More
  • Localization Method Based on Image Processing for Autonomous Driving of Mobile Robot in the Linear Infrastructure

    Hyunwoo Song, Jun Nakahama, Yogo Takada

    Issue: Volume 9, Issue 1, March 2021
    Pages: 34-45
    Received: 18 January 2021
    Accepted: 17 March 2021
    Published: 12 April 2021
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    Abstract: In recent years, the deterioration of infrastructure facilities such as bridges has become a problem. Precautionary measures such as visual inspection and repair by humans are in place as countermeasures for aging; however, there are issues with cost and safety in such inspections. If inspection by robots becomes possible, both these aspects will b... Show More
  • Research on Face Recognition Algorithm Based on Improved Residual Neural Network

    Tang Xiaolin, Wang Xiaogang, Hou Jin, Han Yiting, Huang Ye

    Issue: Volume 9, Issue 1, March 2021
    Pages: 46-60
    Received: 18 March 2021
    Accepted: 30 March 2021
    Published: 12 April 2021
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    Abstract: The residual neural network is prone to two problems when it is used in the process of face recognition: the first is "overfitting", and the other is the slow or non-convergence problem of the loss function of the network in the later stage of training. In this paper, in order to solve the problem of "overfitting", this paper increases the number o... Show More