IEEE Xplore® Climate Change Collection

IEEE’s scholarly publications, conference proceedings, technical standards, and other materials help foster the exchange of technical knowledge and information for the critical climate issues that our planet faces today.

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An Energy and Carbon Footprint Analysis of Distributed and Federated Learning 150 150 ieeeclimatechg

An Energy and Carbon Footprint Analysis of Distributed and Federated Learning
Author(s): Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis

Abstract:

Classical and centralized Artificial Intelligence (AI) methods require moving data from producers (sensors, machines) to energy hungry data centers, raising environmental concerns due to computational and communication resource demands, while violating privacy. Emerging alternatives to mitigate such high energy costs propose to efficiently distribute, or federate, the learning tasks across …

Published in: IEEE Transactions on Green Communications and Networking
Page(s): 248 – 264
Year of Publication: 2023
Electronic ISSN: 2473-2400
DOI: 10.1109/TGCN.2022.3186439
Publisher: IEEE

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Renewable Energy Transition for the Himalayan Countries Nepal and Bhutan: Pathways Towards Reliable, Affordable and Sustainable Energy for All 150 150 ieeeclimatechg

Renewable Energy Transition for the Himalayan Countries Nepal and Bhutan: Pathways Towards Reliable, Affordable and Sustainable Energy for All
Author(s): Ashish Gulagi, Sanjeev Pathak, Dmitrii Bogdanov, Christian Breyer

Abstract:

The Himalayan countries Nepal and Bhutan have been confronted with similar climate change and energy emergencies for quite a long time. Its influence is felt as a barrier in financial, social, infrastructural, and political development. Despite having an enormous amount of renewable energy sources, these countries are unable to fulfil …

Published in: IEEE Access
Page(s): 84520 – 84544
Year of Publication: 2021
Electronic ISSN: 2169-3536
DOI: 10.1109/ACCESS.2021.3087204
Publisher: IEEE

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Electrification of Agricultural Machinery: A Review 150 150 ieeeclimatechg

Electrification of Agricultural Machinery: A Review
Author(s): Elia Scolaro, Matteo Beligoj, Manuel Perez Estevez, Luigi Alberti, Massimiliano Renzi, Michele Mattetti

Abstract:

Today, agriculture industry has a significant impact in global greenhouse gas emissions. A large amount of pollutants come from diesel internal combustion engines, widely used in agricultural machinery. Since mechanization in agriculture is fundamental to achieve a proper food production for a growing human population, changes are needed in common …

Published in: IEEE Access
Page(s): 164520 – 164541
Year of Publication: 2021
Electronic ISSN: 2169-3536
DOI: 10.1109/ACCESS.2021.3135037
Publisher: IEEE

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Deep Learning-Based Automated Forest Health Diagnosis From Aerial Images 150 150 ieeeclimatechg

Deep Learning-Based Automated Forest Health Diagnosis From Aerial Images
Author(s): Chia-Yen Chiang, Chloe Barnes, Plamen Angelov, Richard Jiang

Abstract:

Global climate change has had a drastic impact on our environment. Previous study showed that pest disaster occured from global climate change may cause a tremendous number of trees died and they inevitably became a factor of forest fire. An important portent of the forest fire is the condition of …

Published in: IEEE Access
Page(s): 144064 – 144076
Year of Publication: 2020
Electronic ISSN: 2169-3536
DOI: 10.1109/ACCESS.2020.3012417
Publisher: IEEE

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Reinforcement-Learning-Based Energy Storage System Operation Strategies to Manage Wind Power Forecast Uncertainty 150 150 ieeeclimatechg

Reinforcement-Learning-Based Energy Storage System Operation Strategies to Manage Wind Power Forecast Uncertainty
Author(s): Eunsung Oh, Hanho Wang

Abstract:

Currently, renewable-energy-based power generation is rapidly developing to tackle climate change; however, the use of renewable energy is limited owing to the uncertainty related to renewable energy sources. In particular, energy storage systems (ESSs), which are critical for implementing wind power generation (WPG), entail a wide uncertainty range. Herein, a …

Published in: IEEE Access
Page(s): 20965 – 20976
Year of Publication: 2020
Electronic ISSN: 2169-3536
DOI: 10.1109/ACCESS.2020.2968841
Publisher: IEEE

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