Energy Management—Collective and Computational Intelligence with Theory and Applications

  • Cengiz Kahraman
  • Gülgün Kayakutlu

Part of the Studies in Systems, Decision and Control book series (SSDC, volume 149)

Table of contents

  1. Front Matter
    Pages i-xv
  2. Introduction

    1. Front Matter
      Pages 1-1
    2. Gülgün Kayakutlu
      Pages 3-13
    3. Cengiz Kahraman, Başar Oztaysi, Sezi Çevik Onar, Sultan Ceren Öner
      Pages 15-37
  3. Forecasting

    1. Front Matter
      Pages 39-39
    2. Joao Lavoie, Husam Barham, Apeksha Gupta, Tania Lilja, Tin Nguyen, Jisun Kim et al.
      Pages 41-64
    3. Basar Oztaysi, Sezi Çevik Onar, Eda Bolturk, Cengiz Kahraman
      Pages 65-81
    4. Timur Yunusov, Georgios Giasemidis, Stephen Haben
      Pages 83-107
  4. Economic Analysis

    1. Front Matter
      Pages 109-109
    2. Georgios C. Christoforidis, Ioannis P. Panapakidis
      Pages 111-130
    3. Cagri Ozturk, Irem Duzdar Argun, M. Özgür Kayalica
      Pages 131-140
    4. Cengiz Kahraman, Sezi Çevik Onar, Başar Öztayşi, İrem Uçal Sarı, Esra İlbahar
      Pages 141-166
  5. Strategic Analysis

    1. Front Matter
      Pages 193-193
    2. Gülçin Büyüközkan, Yağmur Karabulut, Merve Güler
      Pages 229-250
    3. Antonios Fragkogios, Georgios K. D. Saharidis
      Pages 251-275
  6. Operational Analysis

    1. Front Matter
      Pages 315-315
    2. Eduardo Valentin, Rosiane de Freitas, Raimundo Barreto
      Pages 317-333
    3. Cengiz Kahraman, Sezi Çevik Onar, Başar Öztayşi, Ali Karaşan
      Pages 335-356
    4. Nhan-Quy Nguyen, Farouk Yalaoui, Lionel Amodeo, Hicham Chehade, Pascal Toggenburger
      Pages 357-373
    5. Zeynep Bektas, Gülgün Kayakutlu, M. Özgür Kayalica
      Pages 375-402
  7. Performance Analysis

    1. Front Matter
      Pages 403-403
    2. Özgür Yanmaz, Cigdem Kadaifci, Umut Asan, Erhan Bozdag
      Pages 405-426
    3. Başar Öztayşi, Sezi Çevik Onar, Cengiz Kahraman, Ali Karaşan
      Pages 427-446
    4. Yağmur Karabulut, Gülçin Büyüközkan
      Pages 447-471
  8. Collective Intelligence

    1. Front Matter
      Pages 473-473
    2. Gülgün Kayakutlu, Secil Ercan
      Pages 475-496
    3. Cengiz Kahraman, Sezi Çevik Onar, Basar Oztaysi
      Pages 497-517
  9. Future Trends

    1. Front Matter
      Pages 519-519
    2. Seda Yanik, Anil Savaş Kiliç
      Pages 521-543
    3. Eunika Mercier-Laurent, Gülgün Kayakutlu
      Pages 545-554

About this book


This book presents a selection of recently developed collective and computational intelligence techniques, which it subsequently applies to energy management problems ranging from performance analysis to economic analysis, and from strategic analysis to operational analysis, with didactic numerical examples. As a form of intelligence emerging from the collaboration and competition of individuals, collective and computational intelligence addresses new methodological, theoretical, and practical aspects of complex energy management problems. The book offers an excellent reference guide for practitioners, researchers, lecturers and postgraduate students pursuing research on intelligence in energy management. The contributing authors are recognized researchers in the energy research field.


Collective Intelligence for Energy Computational Intelligence for Energy Energy Planning Energy Forecasting Renewable Energy Analytics

Editors and affiliations

  • Cengiz Kahraman
    • 1
  • Gülgün Kayakutlu
    • 2
  1. 1.Department of Industrial EngineeringIstanbul Technical UniversityIstanbulTurkey
  2. 2.Energy InstituteIstanbul Technical UniversityIstanbulTurkey

Bibliographic information

  • DOI
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2018
  • Publisher Name Springer, Cham
  • eBook Packages Engineering Engineering (R0)
  • Print ISBN 978-3-319-75689-9
  • Online ISBN 978-3-319-75690-5
  • Series Print ISSN 2198-4182
  • Series Online ISSN 2198-4190
  • Buy this book on publisher's site