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Artificial Intelligence for Knowledge Management, Energy, and Sustainability

9th IFIP WG 12.6 and 1st IFIP WG 12.11 International Workshop, AI4KMES 2021, Held at IJCAI 2021, Montreal, QC, Canada, August 19–20, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Eunika Mercier-Laurent

    1. University of Reims Champagne-Ardenne, Reims, France

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    You can also search for this editor in PubMed   Google Scholar

  2. Gülgün Kayakutlu

    1. Istanbul Technical University, Istanbul, Turkey

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 637)

Included in the following conference series:

Conference proceedings info: AI4KMES 2021.

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Table of contents (15 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Greening and Smarting IT – Case of Digital Transformation

    • Eunika Mercier-Laurent
    Pages 1-18

  3. Crowdsourcing and Sharing Economic in the Smart City Concept. Influence of the Idea on Development and Urban Resources

    • Łukasz Przysucha
    Pages 19-31

  4. Assessment of Smart Waste Management Systems with Spherical AHP Method

    • Mehmet Yörükoğlu, Serhat Aydın
    Pages 32-43

  5. Zero Carbon Energy Transition in the Kitchens

    • Atilla Kılınç, M. Özgür Kayalica
    Pages 44-62

  6. Barriers and Challenges of Knowledge Management in a Gas Company

    • Piotr Domagała
    Pages 63-74

  7. Characterization of Residential Electricity Customers via Deep Ensemble Learning

    • Weixuan Lin, Di Wu
    Pages 75-86

  8. Grid Imbalance Prediction Using Particle Swarm Optimization and Neural Networks

    • Eren Deliaslan, Denizhan Guven, Mehmet Özgür Kayalica, M. Berker Yurtseven
    Pages 87-101

  9. Collective Intelligence of Honey Bees for Energy and Sustainability

    • Mieczysław L. Owoc
    Pages 102-116

  10. The Application of Artificial Intelligence to Nuclear Power Plant Safety

    • Ceyhun Yavuz, Senem Şentürk Lüle
    Pages 117-127

  11. Capacity to Build Artificial Intelligence Systems for Nuclear Energy Security and Sustainability: Experience of Belarus

    • Yuliya Pranuza
    Pages 128-140

  12. Automated Planning to Evolve Smart Grids with Renewable Energies

    • Sandra Castellanos-Paez, Marie-Cecile Alvarez-Herault, Philippe Lalanda
    Pages 141-155

  13. Artificial Intelligence Application for Crude Distillation Unit: An Overview

    • Václav Miklas, Michal Touš, Vítězslav Máša, Sin Yong Teng
    Pages 156-168

  14. Deep Reinforced Learning for the Governance of a Sample Microgrid

    • Berkay Gür, Gülgün Kayakutlu
    Pages 169-183

  15. Residential Short-Term Load Forecasting via Meta Learning and Domain Augmentation

    • Di Wu, Can Cui, Benoit Boulet
    Pages 184-196

  16. Renewable Energy Investment Decision Evaluation for Local Authorities

    • Ecem Turkoglu, Uner Colak, Gulgun Kayakutlu, Irem Duzdar Argun
    Pages 197-214

  17. Back Matter

    Pages 215-215
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  1. Artificial Intelligence for Knowledge Management, Energy, and Sustainability

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About this book

This book features a selection of extended papers presented at the 9th IFIP WG 12.6 International Workshop on Artificial Intelligence for Knowledge Management, AI4KM 2021, and the 1st International Workshop on Energy and Sustainability, AIES 2021, named AI4KMES 2021 and held in conjunction with IJCAI 2021 in August 2021. The conference was planned to take place in Montréal, Canada, but changed to an online event due to the COVID-19 pandemic. 

The 15 papers included in this book were carefully reviewed and selected from 17 submissions. They deal with knowledge management and sustainability challenges, focusing on methodological, technical and organizational aspects of AI used for facing related complex problems. This year's topic was AI for Knowledge Management, Energy and Sustainable Future.

 




Editors and Affiliations

  • University of Reims Champagne-Ardenne, Reims, France

    Eunika Mercier-Laurent

  • Istanbul Technical University, Istanbul, Turkey

    Gülgün Kayakutlu

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