Research Advancements in Smart Technology, Optimization, and Renewable Energy

436 Pages·2020·13.466 MB·English

by  Pandian Vasant, Gerhard Weber, Wonsiri Punurai

Research Advancements
in Smart Technology,
Optimization, and
Renewable Energy
Pandian Vasant
University of Technology Petronas, Malaysia
Gerhard Weber
Poznan University of Technology, Poland
Wonsiri Punurai
Mahidol University, Thailand
A volume in the Advances in Computer and
Electrical Engineering (ACEE) Book Series
Published in the United States of America by
IGI Global
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Library of Congress Cataloging-in-Publication Data
Names: Vasant, Pandian, editor. | Weber, Gerhard, 1960- editor. | Punurai,
Wonsiri, 1979- editor.
Title: Research advancements in smart technology, optimization, and
renewable energy / Pandian Vasant, Gerhard Weber and Wonsiri Punurai,
editors.
Description: Hershey, PA : Engineering Science Reference, an imprint of IGI
Global, [2020] | Includes bibliographical references and index. |
Summary: “This book explores the recent steps forward for smart
applications in sustainability”-- Provided by publisher.
Identifiers: LCCN 2019058334 (print) | LCCN 2019058335 (ebook) | ISBN
9781799839705 (hardcover) | ISBN 9781799850397 (paperback) | ISBN
9781799839712 (ebook)
Subjects: LCSH: Technological innovations. | Smart materials. | Artificial
intelligence--Industrial applications. | Wearable technology. | Machine
learning. | Renewable energy sources. | Electric power systems.
Classification: LCC T173.8 .R468 2020 (print) | LCC T173.8 (ebook) | DDC
600--dc23
LC record available at https://lccn.loc.gov/2019058334
LC ebook record available at https://lccn.loc.gov/2019058335

This book is published in the IGI Global book series Advances in Computer and Electrical Engineering (ACEE) (ISSN:
2327-039X; eISSN: 2327-0403)
British Cataloguing in Publication Data
A Cataloguing in Publication record for this book is available from the British Library.
All work contributed to this book is new, previously-unpublished material. The views expressed in this book are those of the
authors, but not necessarily of the publisher.
For electronic access to this publication, please contact: [email protected].
Advances in Computer and
Electrical Engineering (ACEE)
Book Series
Srikanta Patnaik
SOA University, India
ISSN:2327-039X
EISSN:2327-0403
Mission
The fields of computer engineering and electrical engineering encompass a broad range of interdisci-
plinary topics allowing for expansive research developments across multiple fields. Research in these
areas continues to develop and become increasingly important as computer and electrical systems have
become an integral part of everyday life.
The Advances in Computer and Electrical Engineering (ACEE) Book Series aims to publish
research on diverse topics pertaining to computer engineering and electrical engineering. ACEE encour-
ages scholarly discourse on the latest applications, tools, and methodologies being implemented in the
field for the design and development of computer and electrical systems.
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• Qualitative Methods
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Titles in this Series
For a list of additional titles in this series, please visit: http://www.igi-global.com/book-series/advances-computer-electrical-
engineering/73675
New Methods and Paradigms for Modeling Dynamic Processes Based on Cellular Automata
Stepan Mykolayovych Bilan (State University of Infrastructure and Technology, Ukraine) Mykola Mykolayovych
Bilan (Mayakskaya Secondary School, Moldova) and Ruslan Leonidovich Motornyuk (Main Information and
Computing Center,Ukraine)
Engineering Science Reference • © 2021 • 200pp • H/C (ISBN: 9781799826491) • US $195.00
Innovations in the Industrial Internet of Things (IIoT) and Smart Factory
Sam Goundar (The University of the South Pacific, Fiji) J. Avanija (Sree Vidyanikethan Engineering College,
India) Gurram Sunitha (Sree Vidyanikethan Engineering College, India) K Reddy Madhavi (Sree Vidyanikethan
Engineering College, India) and S. Bharath Bhushan (Sree Vidyanikethan Engineering College, India)
Engineering Science Reference • © 2020 • 300pp • H/C (ISBN: 9781799833758) • US $225.00
Advancements in the Design and Implementation of Smart Grid Technology
Ravi Samikannu (Botswana International University of Science and Technology, Botswana) Karthikrajan Sent-
hilnathan (VIT University, India) Balamurugan Shanmugam (Quants IS & CS, India) Iyswarya Annapoorani
(VIT University, India) and Bakary Diarra (Institute of Applied Sciences University of Sciences, Techniques and
Technologies of Bamako, Mali)
Engineering Science Reference • © 2020 • 300pp • H/C (ISBN: 9781799836575) • US $205.00
Industrial Internet of Things and Cyber-Physical Systems Transforming the Conventional to Digital
Pardeep Kumar (Quaid-e-Awam University of Engineering, Science, and Technology, Pakistan) Vasaki Ponnusamy
(Universiti Tunku Abdul Rahman, Malaysia) and Vishal Jain (Bharati Vidyapeeth’s Institute of Computer Applica-
tions and Management (BVICAM), India)
Engineering Science Reference • © 2020 • 431pp • H/C (ISBN: 9781799828037) • US $225.00
Machine Learning and Deep Learning in Real-Time Applications
Mehul Mahrishi (Swami Keshvanand Institute of Technology, India) Kamal Kant Hiran (Aalborg University, Den-
mark) Gaurav Meena (Central University of Rajasthan, India) and Paawan Sharma (Pandit Deendayal Petroleum
University, India)
Engineering Science Reference • © 2020 • 344pp • H/C (ISBN: 9781799830955) • US $245.00
Advanced Applications of Fractional Differential Operators to Science and Technology
Ahmed Ezzat Matouk (Majmaah University, Saudi Arabia)
Engineering Science Reference • © 2020 • 401pp • H/C (ISBN: 9781799831228) • US $245.00
701 East Chocolate Avenue, Hershey, PA 17033, USA
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Editorial Advisory Board
AlaAldeenAl-Janabi,Ahmed Bin Mohammed College, Qatar
VitezslavBenda,Czech Technical University, Czech Republic
UgoFiore,Federico II University, Italy
PinarKaragoz,Middle East Technical University, Turkey
ValeriyKharchenko,Federal Scientific Agroengineering Center VIM, Russia
JoseA.Marmolejo,Panamerican University, Mexico
VladimirPanchenko,Russian University of Transport, Russia
GilbertoPerezLechuga,Universidad Autonma del Estado de Hidalgo, Mexico
RustemPopa,“Dunarea de Jos” Universiti in Galati, Romania
JoshuaThomas,UOW Malaysia KDU, Malaysia
NikolaiVoropai,Melentiev Energy Systems Institute, Russia
IvanZelinka,VSB Technical University of Ostrava, Czech Republic
List of Reviewers
AnirbanBanik,National Institute of Technology, Agartala, India
TimothyGanesan,Royal Bank of Canada, Canada
JunichiroHayano,Graduate School of Medical Sciences, Nagoya City University, Japan
AnnaKaragianni,Technical University of Crete, Greece
NimalMadhuM.,Asian Institute of Technology, Thailand
MrinmoyMajumder,National Institute of Technology, Agartala, India
MukhdeepSinghManshahia,Punjabi University Patiala, India
EduardA.Manziuk,National University of Khmelnytskyi, Ukraine
EliasMunapo,North-West University, South Africa
WeerakornOngsakul,Asian Institute of Technology, Thailand
TatianaRomanova,IPMach of the National Academy of Sciences of Ukraine, Ukraine
SergeySenkevich,Federal State Budgetary Scientific Institution “Federal Scientific Agroengineering
Center VIM”, Russia

Table of Contents
Foreword...........................................................................................................................................xviii
Preface..................................................................................................................................................xx
Acknowledgment............................................................................................................................xxviii
Chapter 1
PredictionofMenstrualCyclePhasebyWearableHeartRateSensor...................................................1
Junichiro Hayano, Graduate School of Medical Sciences, Nagoya City University, Japan
Emi Yuda, Graduate School of Engineering, Tohoku University, Japan
Chapter 2
EnhancingUserExperienceinPublicSpacesbyMeasuringPassengers’FlowandPerception
ThroughICT:TheCaseoftheMunicipalMarketofChania................................................................16
Anna Karagianni, Technical University of Crete, Greece
Vasiliki Geropanta, Technical University of Crete, Greece
Panagiotis Parthenios, Technical University of Crete, Greece
Riccardo Porreca, UTE University of Quito, Ecuador
Sofia Mavroudi, Technical University of Crete, Greece
Antonios Vogiatzis, Technical University of Crete, Greece
Lais-Ioanna Margiori, Technical University of Crete, Greece
Christos Mpaknis, Technical University of Crete, Greece
Eleutheria Papadosifou, Technical University of Crete, Greece
Asimina Ioanna Sampani, Technical University of Crete, Greece
Chapter 3
ImprovingtheOptimalityVerificationandtheParallelProcessingoftheGeneralKnapsackLinear
IntegerProblem.....................................................................................................................................37
Elias Munapo, North-West University, South Africa
Chapter 4
NewDirectiontotheSchedulingProblem:APre-ProcessingIntegerFormulationApproach............53
Elias Munapo, North-West University, South Africa
Olusegun Sunday Ewemooje, Federal University of Technology, Akure, Nigeria



Chapter 5
UseoftheNeuralNetworkControllerofSprungMasstoReduceVibrationsFromRoad
Irregularities..........................................................................................................................................69
Zakhid Godzhaev, Federal State Budgetary Scientific Institution “Federal Scientific
Agroengineering Center VIM”, Russia
Sergey Senkevich, Federal State Budgetary Scientific Institution “Federal Scientific
Agroengineering Center VIM”, Russia
Viktor Kuzmin, Federal State Budgetary Scientific Institution “Federal Scientific
Agroengineering Center VIM”, Russia
Izzet Melikov, Dagestan State Agricultural University Named After М.М. Dzhambulatov,
Russia
Chapter 6
TheTravelingSalesmanProblem:NetworkProperties,ConvexQuadraticFormulation,and
Solution.................................................................................................................................................88
Elias Munapo, North-West University, South Africa
Chapter 7
OptimalSizingofHybridWindandSolarRenewableEnergySystem:ACaseStudyof
Ethiopia...............................................................................................................................................110
Diriba Kajela Geleta, Department of Mathematics, Madda Walabu University, Oromia,
Ethiopia
Mukhdeep Singh Manshahia, Punjabi University, Patiala, India
Chapter 8
ProspectsforEnergySupplyoftheArcticZoneObjectsofRussiaUsingFrost-ResistantSolar
Modules...............................................................................................................................................149
Vladimir Panchenko, Russian University of Transport, Russia
Chapter 9
DevelopmentofSelf-OrganizedGroupMethodofDataHandling(GMDH)AlgorithmtoIncrease
PermeateFlux(%)ofHelical-ShapedMembrane..............................................................................170
Anirban Banik, National Institute of Technology, Agartala, India
Mrinmoy Majumder, National Institute of Technology, Agartala, India
Sushant Kumar Biswal, National Institute of Technology, Agartala, India
Tarun Kanti Bandyopadhyay, National Institute of Technology, Agartala, India
Chapter 10
TransmissionRiskOptimizationinInterconnectedSystems:Risk-AdjustedAvailableTransfer
Capability............................................................................................................................................183
Nimal Madhu M., Asian Institute of Technology, Thailand
Jai Govind Singh, Asian Institute of Technology, Thailand
Vivek Mohan, National Institute of Technology Tiruchirappalli, India
Weerakorn Ongsakul, Asian Institute of Technology, Thailand

Chapter 11
HybridNeuralNetworksforRenewableEnergyForecasting:SolarandWindEnergyForecasting
UsingLSTMandRNN.......................................................................................................................200
Firuz Ahamed Nahid, Asian Institute of Technology, Thailand
Weerakorn Ongsakul, Asian Institute of Technology, Thailand
Nimal Madhu M., Asian Institute of Technology, Thailand
Tanawat Laopaiboon, Asian Institute of Technology, Thailand
Chapter 12
Multi-FuelPowerDispatchConsideringProhibitedOperatingZonesandTie-LineFlowLimits
UsingAntLionOptimizer..................................................................................................................223
Ganesan Sivarajan, Government College of Engineering, Salem, India
Jayakumar N., Government Polytechnic College, Uthangarai, India
Balachandar P., Government Polytechnic College, Valangaiman, India
Subramanian Srikrishna, Annamalai University, India
Chapter 13
OppositionalDifferentialSearchAlgorithmfortheOptimalTuningofBothSingleInputandDual
InputPowerSystemStabilizer............................................................................................................256
Sourav Paul, Dr. B. C. Roy Engineering College, India
Provas Kumar Roy, Kalyani Government Engineering College, Kalyani, India
Chapter 14
ExtremeValueMetaheuristicsandCoupledMappedLatticeApproachesforGasTurbine-
AbsorptionChillerOptimization........................................................................................................283
Timothy Ganesan, RS Energy, Calgary, Canada
Pandian Vasant, University of Technology Petronas, Malaysia
Igor Litvinchev, Nuevo Leon State University, Mexico
Mohd Shiraz Aris, TNB Research, Malaysia
Chapter 15
VisualAnalyticstoBuildaMachineLearningModel.......................................................................313
Iurii V. Krak, Glushkov Cybernetics Institute, Taras Shevchenko National University of Kyiv,
Ukraine
Olexander V. Barmak, National University of Khmelnytskyi, Ukraine
Eduard Manziuk, National University of Khmelnytskyi, Ukraine
Chapter 16
SmartConnectedDigitalProductsandIoTPlatformWiththeDigitalTwin.....................................330
Mohamed Uvaze Ahamed Ayoobkhan, Department of Computer Science, Cihan University-
Erbil, Kurdistan Region, Iraq
Yuvaraj D., Department of Computer Science, Cihan University-Duhok, Kurdistan Region,
Iraq
Jayanthiladevi A., Computer Science and Information Science, Srinivas University,
Mangalore, India
Balamurugan Easwaran, Department of Computer and Mathematical Sciences, University of
Africa, Toru-Orua, Nigeria
ThamaraiSelvi R., Bishop Heber College, India

Chapter 17
TaxonomyofInfluenceMaximizationTechniquesinUnknownSocialNetworks.............................351
B. Bazeer Ahamed, Al Musanna College of Technology, Sultanate of Oman
Sudhakaran Periakaruppan, SRM TRP Engineering College, India
Compilation of References...............................................................................................................364
About the Contributors....................................................................................................................397
Index...................................................................................................................................................405