Intelligent energy and ecosystem for real-time monitoring of glaciers

被引:10
|
作者
Kimothi, Sanjeev [1 ]
Singh, Rajesh [1 ]
Gehlot, Anita [1 ]
Akram, Shaik Vaseem [1 ]
Malik, Praveen Kumar [2 ]
Gupta, Anish [3 ]
Bilandi, Naveen [4 ]
机构
[1] Uttaranchal Univ, Uttaranchal Inst Technol, Dehra Dun 248007, Uttaranchal, India
[2] Lovely Profess Univ, Sch Elect & Elect Engn, Phagwara, Punjab, India
[3] Chandigarh Univ, Apex Inst Technol, Ajitgarh, Punjab, India
[4] DAV Univ, Jalandhar, Punjab, India
关键词
Glaciers; IoT; AI; UAV; climatechange; remotesensing; rescuerobots;
D O I
10.1016/j.compeleceng.2022.108163
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The United Nations is deeply concerned about global warming and its impacts on natural re-sources. Simultaneously, it has been recommended that cutting-edge technologies be employed to predict the impact of climate change on natural reservoirs such as glaciers. With the motivation of the above facts, this study investigates the impact and significance of emerging and cutting-edge technologies like Remote Sensing, the Internet of Things (IoT), Artificial Intelligence (AI), Un-manned Aerial Vehicles (UAVs), and robots implementation for the digitalization in glaciers. The study identified that convergence of AI, Machine Learning (ML), and Deep Learning approaches with Spatio-temporal data empowers to detect non-linear characteristics, especially in high mountainous regions due to their diversity and unpredictable nature. The article suggested valuable recommendations such as establishing an intelligent eco-system in glaciers, low-cost intelligent IoT devices with intelligent energy algorithms, ML empowered edge devices, glacier-resistant rescue robots, and Wearable IoT-based safety guide devices.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Performance Analysis of Smart Energy Monitoring Systems in Real-time
    Govindarajan, R.
    Meikandasivam, S.
    Vijayakumar, D.
    ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2020, 10 (03) : 5808 - 5813
  • [42] A framework for real-time monitoring of energy efficiency of marine vessels
    Chi, Hongtao
    Pedrielli, Giulia
    Ng, Szu Hui
    Kister, Thomas
    Bressan, Stephane
    ENERGY, 2018, 145 : 246 - 260
  • [43] New intelligent mining clothing design with real-time gas monitoring function
    Jin P.
    Xue Z.
    Ge Y.
    Fangzhi Xuebao/Journal of Textile Research, 2020, 41 (11): : 143 - 149
  • [44] Real-time Predictive Method for Intelligent Monitoring and Management of Distributed Power Access
    Xing Yahong
    Wang Zheng
    Zhao Haibo
    Shen Zeyuan
    Zhang Zhi
    Hu Ende
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON ROBOTICS, CONTROL AND AUTOMATION ENGINEERING (RAE 2018) AND INTERNATIONAL CONFERENCE ON ADVANCED MECHANICAL AND ELECTRICAL ENGINEERING (AMEE 2018), 2018, : 35 - 39
  • [45] Toward Intelligent Monitoring in IoT: AI Applications for Real-Time Analysis and Prediction
    Villegas-Ch, William
    Garcia-Ortiz, Joselin
    Sanchez-Viteri, Santiago
    IEEE ACCESS, 2024, 12 : 40368 - 40386
  • [46] Application of Intelligent Ultrasound in Real-Time Monitoring of Postoperative Analgesic Nerve Block
    Li, Zhengwei
    Zhao, Ling
    Wang, Wutao
    Zheng, Ling
    CONTRAST MEDIA & MOLECULAR IMAGING, 2021, 2021
  • [47] Windows based real-time intelligent monitoring system for micro gas turbine
    Yao, Guo-Chun
    Zhang, Wei-Gang
    Yang, Wei-Lie
    Zhu, Xiao-Lin
    Dongli Gongcheng/Power Engineering, 2006, 26 (06): : 846 - 848
  • [48] Real-Time Implementation of Intelligent Actuator Control with a Transducer Health Monitoring Capability
    Jethwa, Dipan
    Selmic, Rastko R.
    Figueroa, Fernando
    2008 MEDITERRANEAN CONFERENCE ON CONTROL AUTOMATION, VOLS 1-4, 2008, : 918 - +
  • [49] An Intelligent Transformer Maintenance System with Real-time Life Assessment Condition Monitoring
    Trappey, Amy J. C.
    Trappey, Charles V.
    Sun, Yong
    Ma, Lin
    Chen, Leo Kuan Ju
    JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS, 2013, 34 (06): : 539 - 548
  • [50] A Web-Based Intelligent Monitoring Agent for Real-Time Data Processing
    Laban, Shaban
    El-Desouky, Ali I.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2010, 10 (12): : 55 - 59