Energy Management—Collective and Computational Intelligence with Theory and Applications

Description

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. Front Matter ....Pages i-xv Front Matter ....Pages 1-1 Complexity in Energy Systems (Gülgün Kayakutlu)....Pages 3-13 Fuzzy Sets Applications in Complex Energy Systems: A Literature Review (Cengiz Kahraman, Başar Oztaysi, Sezi Çevik Onar, Sultan Ceren Öner)....Pages 15-37 Front Matter ....Pages 39-39 Forecasting Super-Efficient Dryers Adoption in the Pacific Northwest (Joao Lavoie, Husam Barham, Apeksha Gupta, Tania Lilja, Tin Nguyen, Jisun Kim et al.)....Pages 41-64 Fuzzy Forecasting Methods for Energy Planning (Basar Oztaysi, Sezi Çevik Onar, Eda Bolturk, Cengiz Kahraman)....Pages 65-81 Smart Storage Scheduling and Forecasting for Peak Reduction on Low-Voltage Feeders (Timur Yunusov, Georgios Giasemidis, Stephen Haben)....Pages 83-107 Front Matter ....Pages 109-109 Modeling and Economic Evaluation of PV Net-Metering and Self-consumption Schemes (Georgios C. Christoforidis, Ioannis P. Panapakidis)....Pages 111-130 Life Long Economic Analysis for Industrial Microgrids: A Case Study in Turkey (Cagri Ozturk, Irem Duzdar Argun, M. Özgür Kayalica)....Pages 131-140 Wind Energy Investment Analyses Based on Fuzzy Sets (Cengiz Kahraman, Sezi Çevik Onar, Başar Öztayşi, İrem Uçal Sarı, Esra İlbahar)....Pages 141-166 Assessment of Fuel Tax Policies to Tackle Carbon Emissions from Road Transport—An Application of the Value-Based DEA Method Including Robustness Analysis (Maria do Castelo Gouveia, Isabel Clímaco)....Pages 167-191 Front Matter ....Pages 193-193 Strategic Analysis of Solar Energy Pricing Process with Hesitant Fuzzy Cognitive Map (Veysel Çoban, Sezi Çevik Onar)....Pages 195-227 Strategic Renewable Energy Source Selection for Turkey with Hesitant Fuzzy MCDM Method (Gülçin Büyüközkan, Yağmur Karabulut, Merve Güler)....Pages 229-250 Modeling and Solution Approaches for Crude Oil Scheduling in a Refinery (Antonios Fragkogios, Georgios K. D. Saharidis)....Pages 251-275 Fuzzy MCDM Methods in Sustainable and Renewable Energy Alternative Selection: Fuzzy VIKOR and Fuzzy TODIM (Zeynep Kezban Turgut, Abdullah Çağrı Tolga)....Pages 277-314 Front Matter ....Pages 315-315 Designing Distributed Real-Time Systems to Process Complex Control Workload in the Energy Industry (Eduardo Valentin, Rosiane de Freitas, Raimundo Barreto)....Pages 317-333 Operational Planning in Energy Systems: A Literature Review (Cengiz Kahraman, Sezi Çevik Onar, Başar Öztayşi, Ali Karaşan)....Pages 335-356 Electrical Vehicle Charging Coordination Algorithms Framework (Nhan-Quy Nguyen, Farouk Yalaoui, Lionel Amodeo, Hicham Chehade, Pascal Toggenburger)....Pages 357-373 Multi-Site Energy Use Management in the Absence of Smart Grids (Zeynep Bektas, Gülgün Kayakutlu, M. Özgür Kayalica)....Pages 375-402 Front Matter ....Pages 403-403 A Systematic Approach to the Analysis of Barriers and Drivers of the ESCO Market in Turkey (Özgür Yanmaz, Cigdem Kadaifci, Umut Asan, Erhan Bozdag)....Pages 405-426 Fuzzy Sets Based Performance Evaluation of Alternative Wind Energy Systems (Başar Öztayşi, Sezi Çevik Onar, Cengiz Kahraman, Ali Karaşan)....Pages 427-446 Sustainability Performance Evaluation of Energy Generation Projects (Yağmur Karabulut, Gülçin Büyüközkan)....Pages 447-471 Front Matter ....Pages 473-473 Review of Collective Intelligence Used in Energy Applications (Gülgün Kayakutlu, Secil Ercan)....Pages 475-496 Fuzzy Collective Intelligence for Performance Measurement in Energy Systems (Cengiz Kahraman, Sezi Çevik Onar, Basar Oztaysi)....Pages 497-517 Front Matter ....Pages 519-519 A Framework for the Performance Evaluation of an Energy Blockchain (Seda Yanik, Anil Savaş Kiliç)....Pages 521-543 Energy Future: Innovation Based on Time, Synergy and Innovation Factors (Eunika Mercier-Laurent, Gülgün Kayakutlu)....Pages 545-554