Applications of Artificial Intelligence Techniques in Engineering: SIGMA 2018, Volume 2

630 Pages·2019·21.88 MB·English

by  Hasmat Malik

Advances in Intelligent Systems and Computing 697
Hasmat Malik · Smriti Srivastava 
Editors
Yog Raj Sood · Aamir Ahmad
Applications
of Artificial
Intelligence
Techniques in
Engineering
SIGMA 2018, Volume 2
Advances in Intelligent Systems and Computing
Volume 697
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland
e-mail: [email protected]
The series “Advances in Intelligent Systems and Computing” contains publications on theory,
applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all
disciplines such as engineering, natural sciences, computer and information science, ICT, economics,
business,e-commerce,environment,healthcare,lifesciencearecovered.Thelistoftopicsspansallthe
areasofmodernintelligentsystemsandcomputingsuchas:computationalintelligence,softcomputing
includingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusionoftheseparadigms,
social intelligence, ambient intelligence, computational neuroscience, artificial life, virtual worlds and
society, cognitive science and systems, Perception and Vision, DNA and immune based systems,
self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric
computing, recommender systems, intelligent control, robotics and mechatronics including
human-machine teaming,knowledge-based paradigms,learning paradigms,machineethics,intelligent
data analysis, knowledge management, intelligent agents, intelligent decision making and support,
intelligentnetworksecurity,trustmanagement,interactiveentertainment,Webintelligenceandmultimedia.
Thepublicationswithin“AdvancesinIntelligentSystemsandComputing”areprimarilyproceedings
ofimportantconferences,symposiaandcongresses.Theycoversignificantrecentdevelopmentsinthe
field,bothofafoundationalandapplicablecharacter.Animportantcharacteristicfeatureoftheseriesis
theshortpublicationtimeandworld-widedistribution.Thispermitsarapidandbroaddisseminationof
researchresults.
AdvisoryBoard
Chairman
NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India
e-mail:[email protected]
Members
RafaelBelloPerez,UniversidadCentral“MartaAbreu”deLasVillas,SantaClara,Cuba
e-mail:[email protected]
EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain
e-mail:[email protected]
HaniHagras,UniversityofEssex,Colchester,UK
e-mail:[email protected]
LászlóT.Kóczy,SzéchenyiIstvánUniversity,Győr,Hungary
e-mail:[email protected]
VladikKreinovich,UniversityofTexasatElPaso,ElPaso,USA
e-mail:[email protected]
Chin-TengLin,NationalChiaoTungUniversity,Hsinchu,Taiwan
e-mail:[email protected]
JieLu,UniversityofTechnology,Sydney,Australia
e-mail:[email protected]
PatriciaMelin,TijuanaInstituteofTechnology,Tijuana,Mexico
e-mail:[email protected]
NadiaNedjah,StateUniversityofRiodeJaneiro,RiodeJaneiro,Brazil
e-mail:[email protected]
NgocThanhNguyen,WroclawUniversityofTechnology,Wroclaw,Poland
e-mail:[email protected]
JunWang,TheChineseUniversityofHongKong,Shatin,HongKong
e-mail:[email protected]
Moreinformationaboutthisseriesathttp://www.springer.com/series/11156
Hasmat Malik Smriti Srivastava
(cid:129)
Yog Raj Sood Aamir Ahmad
(cid:129)
Editors
fi
Applications of Arti cial
Intelligence Techniques
in Engineering
SIGMA 2018, Volume 2
123
Editors
HasmatMalik YogRaj Sood
Department ofInstrumentation National Institute ofTechnology
andControl Engineering Puducherry,India
Netaji Subhas Institute of Technology
NewDelhi, Delhi, India Aamir Ahmad
PerceivingSystems Department
SmritiSrivastava MaxPlanckInstitute for Intelligent
Department ofInstrumentation Systems
andControl Engineering Tübingen,Germany
Netaji Subhas Institute of Technology
NewDelhi, Delhi, India
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-981-13-1821-4 ISBN978-981-13-1822-1 (eBook)
https://doi.org/10.1007/978-981-13-1822-1
LibraryofCongressControlNumber:2018949630
©SpringerNatureSingaporePteLtd.2019
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Preface
ThisConferenceProceedingsVolume2containsthewrittenversionsofmostofthe
contributions presented at the International Conference SIGMA 2018. The con-
ference was held at Netaji Subhas Institute of Technology (NSIT), New Delhi,
India, during February 23–25, 2018. NSIT is an autonomous institute under the
Government of NCT of Delhi and affiliated to University of Delhi, India. The
InternationalConferenceSIGMA2018aimedtoprovideacommonplatformtothe
researchers in related fields to explore and discuss various aspects of artificial
intelligence applications and advances in soft computing techniques. The confer-
ence provided excellent opportunities for the presentation of interesting new
research results and discussion about them, leading to knowledge transfer and the
generation of new ideas.
Theconferenceprovidedasettingfor discussingrecentdevelopmentsinawide
variety of topics including power system, electronics and communication, renew-
able energy, tools and techniques, management and e-commerce, motor drives,
manufacturing process, control engineering, health care and biomedical, cloud
computing, image processing, environment and robotics. This book contains
broadly 13 areas with 59 chapters that will definitely help researchers to work in
different areas.
The conference has been a good opportunity for participants coming from all
over the globe (mostly from India, Qatar, South Korea, USA, Singapore, and so
many other countries) to present and discuss topics in their respective research
areas.
We would like to thank all the participants for their contributions to the con-
ferenceandfortheircontributionstotheproceedings.Manythanksgoaswelltothe
NSIT participants for their support and hospitality, which allowed all foreign
participantstofeelmoreathome.Ourspecialthanks gotoourcolleagues fortheir
devoted assistance in the overall organization of the conference.
v
vi Preface
ItisourpleasantdutytoacknowledgethefinancialsupportfromDefenceResearch
and Development Organisation (DRDO), Gas Authority of India Limited (GAIL),
MARUTI SUZUKI, CISCO, Power Finance Corporation (PFC) Limited,
CommScope,TechnicsInfosolutionsPvt.Ltd.,BankofBaroda,andJioIndia.
Wehopethatitwillbeinterestingandenjoyingatleastasallofitspredecessors.
New Delhi, India Hasmat Malik
New Delhi, India Smriti Srivastava
Puducherry, India Yog Raj Sood
Tübingen, Germany Aamir Ahmad
Contents
ANewApproachforPowerLossMinimizationinRadialDistribution
Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Sarfaraz Nawaz, Manish Sharma, and Ankush Tandon
Security-ConstrainedUnitCommitmentforJointEnergyandReserve
Market Based on MIP Method. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9
Pranda Prasanta Gupta, Prerna Jain, Suman Sharma, and Rohit Bhakar
In-Depth Analysis of Charge Leakage Through Vegetation
in Transmission and Distribution Lines . . . . . . . . . . . . . . . . . . . . . . . . . 21
Hari Shankar Jain, Swati Devabhaktuni, and T. Sairama
Comparative Study of Different Neural Networks for 1-Year Ahead
Load Forecasting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31
Hasmat Malik and Manisha Singh
Reliability of PMU Using Fuzzy Markov Dynamic Method . . . . . . . . . . 43
Pramod Kumar, Poonam Juneja, and Rachna Garg
A Hybrid Intelligent Model for Power Quality Disturbance
Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 55
Hasmat Malik, Paras Kaushal, and Smriti Srivastava
Voltage Stability Enhancement of Primary Distribution System
by Optimal DG Placement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 65
Vani Bhargava, S. K. Sinha, and M. P. Dave
DemandForecastingUsingArtificialNeuralNetworks—ACaseStudy
of American Retail Corporation. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79
Aditya Chawla, Amrita Singh, Aditya Lamba, Naman Gangwani,
and Umang Soni
vii
viii Contents
Comparative Analysis of Reliability Optimization Using a New
Approach of Redundancy Optimization Under Common Cause
Failure . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91
Kalpana Hazarika and G. L. Pahuja
Brain Health Assessment via Classification of EEG Signals
for Seizure and Non-seizure Conditions Using
Extreme Learning Machine (ELM) . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
Nuzhat Fatema
An Optimization Algorithm for Unit Commitment Economic
Emission Dispatch Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
Jitendra Kumar, Ashu Verma, and T. S. Bhatti
Comparison of Throughput Metrics Based on Transmission Content
in Cognitive Radio Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 131
Atul Verma, Navpreet Kaur, and Inderdeep Kaur Aulakh
A New Electronically Tunable CM/VM Oscillator Using All
Grounded Components. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 141
Soumya Gupta, Manpreet Sandhu, Manish Gupta,
and Tajinder Singh Arora
An Advance Forward Pointer-Based Routing in Wireless
Mesh Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 153
Abhishek Hazra and Prakash Choudhary
No-Reference Image Corrosion Detection of Printed
Circuit Board. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165
Anandita Bhardwaj and Pragya Varshney
Extraction of Equivalent Circuit Parameters of Metamaterial-Based
Bandstop Filter. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 173
Priyanka Garg and Priyanka Jain
Design of a Narrow-Band Pass Asymmetric Microstrip
Coupled-Line Filter with Distributed Amplifiers at 5.5 GHz
for WLAN Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181
Karteek Viswanadha and N. S. Raghava
Cooperative Spectrum Sensing Using Eigenvalue-Based
Double-Threshold Detection Scheme for Cognitive
Radio Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 189
Chhagan Charan and Rajoo Pandey
Impact of Mathematical Optimization on OSPF Routing
in WDM Optical Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 201
Himanshi Saini and Amit Kumar Garg
Contents ix
Optimized Power Allocation in Selective Decode-and-Forward
Cooperative Communication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 209
E. Bindu and B. V. R. Reddy
Design of Flip-Flops Using Reversible DR Gate . . . . . . . . . . . . . . . . . . . 223
Anurag Govind Rao and Anil Kumar Dhar Dwivedi
Utilizing CMOS Low-Noise Amplifier for Bluetooth Low Energy
Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239
Malti Bansal and Jyoti
Steady-State Analysis of Permanent Magnet Synchronous Generator
with Uncertain Wind Speed . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 253
Vikas Kumar Sharma and Lata Gidwani
Short-Term Wind Speed Forecasting for Power Generation
in Hamirpur, Himachal Pradesh, India, Using Artificial Neural
Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 263
Amit Kumar Yadav and Hasmat Malik
Cost-Effective Power Management of Photovoltaic-Fuel Cell Hybrid
Power System. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 273
Tushar Sharma, Gaurav Kumar, and Nidhi Singh Pal
Long-Term Solar Irradiance Forecast Using Artificial Neural
Network: Application for Performance Prediction of Indian Cities . . . . 285
Hasmat Malik and Siddharth Garg
Operation of DC Drive by Solar Panel Using Maximum Power
Point Tracking Technique . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 295
Alok Jain, Sarvesh Kumar, Suman Bhullar, and Nandan Kumar Navin
Feature Extraction Using EMD and Classifier Through Artificial
Neural Networks for Gearbox Fault Diagnosis. . . . . . . . . . . . . . . . . . . . 309
Hasmat Malik, Yogesh Pandya, Aakash Parashar, and Rajneesh Sharma
PSO-NN-BasedHybridModelforLong-TermWindSpeedPrediction:
A Study on 67 Cities of India. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 319
Hasmat Malik, Vinoop Padmanabhan, and R. Sharma
Intelligent Traffic Light Scheduling Using Linear Regression. . . . . . . . . 329
Ajinkya Khadilkar, Kunal Sunil Kasodekar, Priyanshu Sharma,
and J. Priyadarshini
A Novel p-Norm-like-Set Membership Affine Projection Algorithm
in Sparse System Identification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 337
Rajni and C. S. Rai