Decision Analytics Applications in Industry

550 Pages·2020·20.936 MB·English

by  P. K. Kapur (editor), Gurinder Singh (editor), Yury S. Klochkov (editor), Uday Kumar (editor)

Asset Analytics
Performance and Safety Management
Series Editors: Ajit Kumar Verma · P. K. Kapur · Uday Kumar
P. K. Kapur
Gurinder Singh
Yury S. Klochkov
Uday Kumar   Editors
Decision
Analytics
Applications
in Industry
Asset Analytics
Performance and Safety Management
Series Editors
Ajit Kumar Verma, Western Norway University of Applied Sciences, Haugesund,
Rogaland Fylke, Norway
P.K.Kapur,CentreforInterdisciplinaryResearch,AmityUniversity,Noida,India
Uday Kumar, Division of Operation and Maintenance Engineering, Luleå
University of Technology, Luleå, Sweden
The main aim of this book series is to provide a floor for researchers, industries,
assetmanagers,governmentpolicymakersandinfrastructureoperatorstocooperate
and collaborate among themselves to improve the performance and safety of the
assets with maximum return on assets and improved utilization for the benefit of
society and the environment.
Assets can be defined as any resource that will create value to the business.
Assets include physical (railway, road, buildings, industrial etc.), human, and
intangible assets (software, data etc.). The scope of the book series will be but not
limited to:
(cid:129) Optimization, modelling and analysis of assets
(cid:129) Application of RAMS to the system of systems
(cid:129) Interdisciplinaryandmultidisciplinaryresearchtodealwithsustainabilityissues
(cid:129) Application of advanced analytics for improvement of systems
(cid:129) Applicationofcomputationalintelligence,ITandsoftwaresystemsfordecisions
(cid:129) Interdisciplinary approach to performance management
(cid:129) Integrated approach to system efficiency and effectiveness
(cid:129) Life cycle management of the assets
(cid:129) Integrated risk, hazard, vulnerability analysis and assurance management
(cid:129) Adaptability of the systems to the usage and environment
(cid:129) Integration of data-information-knowledge for decision support
(cid:129) Production rate enhancement with best practices
(cid:129) Optimization of renewable and non-renewable energy resources
More information about this series at http://www.springer.com/series/15776
P. K. Kapur Gurinder Singh
(cid:129) (cid:129)
Yury S. Klochkov Uday Kumar
(cid:129)
Editors
Decision Analytics
Applications in Industry
123
Editors
P. K.Kapur Gurinder Singh
Centrefor Interdisciplinary Research Group VC
Amity University Amity University
Noida, India Noida, Uttar Pradesh, India
Yury S.Klochkov Uday Kumar
Department ofEconomics andManagement Operation andMaintenanceEngineering
in MachineBuilding LuleåUniversity of Technology
Peterthe Great St.PetersburgPolytechnic Luleå,Sweden
Saint Petersburg, Russia
ISSN 2522-5162 ISSN 2522-5170 (electronic)
AssetAnalytics
ISBN978-981-15-3642-7 ISBN978-981-15-3643-4 (eBook)
https://doi.org/10.1007/978-981-15-3643-4
©SpringerNatureSingaporePteLtd.2020
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Preface
Decision-makingisaprocessofselectingthebestamongthedifferentalternatives.
Decision analysis (DA) is the discipline comprising the philosophy, methodology,
and professional practice necessary to address important decisions in a formal
manner. Decision analytics refers to identification and assessment of important
aspects of a decision to prescribe a recommended course of action translating it
further in a formal manner to give the recommendation and insights to the
decision-maker and other stakeholders. This book presents decision-based frame-
works for solving complex industrialandscientific problems. It addressesresearch
gaps in the field of system sciences, operations, and management. This book vol-
umecontainscontributedworkfromresearchersacrosstheglobe.Itoffersguidance
for the implementation of decision-based methods in business and asset manage-
ment. This volume provides varied qualitative as well as quantitative analysis in
areas such as cybersecurity, sustainability, multivariate analysis, customer satis-
faction, parametric programming, software reliability growth modeling, and
blockchaintechnologytonameafew.Thisbookalsorendersintegratedapproaches
and practices in the field of machine learning and genetic algorithm. It also offers
the application in the fields of supply chain and logistics, cloud computing, six
sigma, production management, big data analysis, satellite imaging, game theory,
biometric systems, quality, and system performance.
The volume editors are grateful to various authors who have made significant
contributions to this volume through their research work. The editors are also
grateful to several reviewers for their comments and suggestions, which helped in
improving the quality of the papers. We hope that this volume makes significant
contributions in the field of applications of analytics in decision-making.
Noida, India P. K. Kapur
Noida, India Gurinder Singh
Saint Petersburg, Russia Yury S. Klochkov
Luleå, Sweden Uday Kumar
v
Acknowledgements
This book is a result of sincere efforts of many people who have helped in the
successfulcompletionofthisbook.Wewishtoexpressourdeepestgratitudetoall
the researchers who have contributed their valuable research work to write this
book.Wewouldliketotakethisopportunitytothankallthenotablereviewerswho
have taken out their valuable time in reviewing the research work and providing
theirinsightfulcommentsandrecommendations.Theirthoughtfulsuggestionshave
assisted in improving the content of the book. A special thanks to our research
scholars, especially, Saurabh Panwar and Vivek Kumar who have provided
immeasurable assistance in expediting the publication process. We are also
indebted to all the professionals who helped in the successful publication of the
book. We humbly extend our heartfelt gratitude to our parents, spouses, children,
and other family members, for their unconditional support and continuous
motivation.
Lastly, we apologize for any omissions.
P. K. Kapur
Gurinder Singh
Yury S. Klochkov
Uday Kumar
vii
Contents
1 Application of Demand-Side Management Techniques
for Sustainable Energy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Sheikh Suhail Mohammad, Umar Maqbool, Aaquib Firdous,
Tahleela Navid, Zahid Nazir Padder, and Shafqat Nabi Mughal
2 Effect of Internal Customer Satisfaction Index on Revamping
of ISO Implementation Structure in a R&D Organization . . . . . . . 13
Sharma Ritu, Kaur Jatinder, Singh Jaspreet, and Srivastava Niraj
3 An Empirical Research on the Role of Cloud-Based
HRIS & HRM Functions in Organizational Performance. . . . . . . . 21
Rinku Sanjeev and Nidhi Shridhar Natrajan
4 Synchronization of UPFC in Active Distribution Systems. . . . . . . . 37
Shiva Pujan Jaiswal and Vivek Shrivastava
5 Study of FM/FM(FM)/1/L Queue with Server Startup Under
Threshold N-Policy Using Parametric Non-linear Programming
Method . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51
Anjali Ahuja and Anamika Jain
6 NHPP-Based SRGM Using Time-Dependent Fault Reduction
Factors (FRF) and Gompertz TEF . . . . . . . . . . . . . . . . . . . . . . . . . 81
M. Jain, P. Agarwal, and R. Solanki
7 Implementation of Low-Carbon Logistics in Indian
SMEs—A Statistical Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91
K. M. Ahamed Sheriff, M. Elango, and K. M. Mahaboob Sheriff
8 A Game-Theoretic Model of Deceptive Ambush as Counter
Measure for Habitat Selection in Cross-Border Infiltration . . . . . . 107
Shivam Sharma and Ashok Kumar Sinha
ix
x Contents
9 Can We Hold on To Our Heritage Monuments for Long?
Relooking the Existing Challenges In Heritage Management
Through “Alpha & Omega Yog Model of Mind” (Series-1) . . . . . . 127
Nitin Arora
10 Rendering Blockchain Immutability in Chatserver:
A Node.js Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 147
Umesh Kumar Chopra, Ayush Kumar Rathore, and Rajiv Pandey
11 Comparative Study and Analysis of Various Facial Emotion
Recognition Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 157
Naveen Kumari and Rekha Bhatia
12 A Novel Block Hashing-Based Template Security Scheme
for Multimodal Biometric System. . . . . . . . . . . . . . . . . . . . . . . . . . 173
Mahapara Khurshid and Arvind Selwal
13 Edge Computing in Smart Villages. . . . . . . . . . . . . . . . . . . . . . . . . 185
Rahul Gupta and Archana Singh
14 Time Series Analysis: A Machine Learning Approach . . . . . . . . . . 193
Kunal Mehta, Ekta Singhal, and Avinash K. Shrivastava
15 A Study of the Effectiveness of Online Marketing Strategies
of Packaged Health Food Brands w.r.t. Gender . . . . . . . . . . . . . . . 205
Amarnath Gupta and Pradnya Chitrao
16 A Proposal for Dual Data Selection Using Parallel Genetic
Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 217
Seema Rathee and Jyoti Ahuja
17 Exploring Alternative Financial Route in the Form of Private
Investor Capital: A Case Study of Gramiksha . . . . . . . . . . . . . . . . 225
Bhawna Mehta and Archana Singh
18 Performance Analysis of Optimal Placement of Multiple DGs
Using PSO . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239
Harsh Maurya, Nidhi Singh Pal, and Vikas Singh Bhadoria
19 Cognitive Activities Help Delay Dementia in 60 Plus
Population. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 249
Z. Rahman, S. Bansal, S. Malik, B. Mitra, D. Das, A. Mohan,
J. Dhingra, A. Suneja, S. Gulati, A. Gupta, S. C. Dabas, and R. Jain
20 Predicting the Fix Time of a Reported Bug using Radoop:
A Big Data Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259
Madhu Kumari, Meera Sharma, Sameer Anand, and V. B. Singh
Contents xi
21 Measurement and Governance of Health of Information
Technology Projects Through Use of Discriminant Analysis
Technique . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 271
Vinayak Oak and Kavita Laghate
22 An S-Shaped Fault Detection and Correction SRGM Subject
to Gamma-Distributed Random Field Environment and Release
Time Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 285
Vishal Pradhan, Joydip Dhar, Ajay Kumar, and Ashish Bhargava
23 Autoregressive Model for Multivariate Crime Prediction . . . . . . . . 301
Romika Yadav and Savita Kumari Sheoran
24 Reliability and Profit Analysis of a Power Generating System
with Effect of Ambient Temperature and Priority for Repair
to the Gas Turbine over Steam Turbine on System Failure . . . . . . 309
Rajesh, Gulshan Taneja, and Jagdish Prasad
25 ForcesDrivingaTradingCompanyTowardsCSR:ACaseStudy
of GCF . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 331
Nandita Singh and Nitin Arora
26 Automated Censoring of Cigarettes in Videos Using Deep
Learning Techniques. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 339
Swapnil Dhanwal, Vishnu Bhaskar, and Tanya Agarwal
27 Qualimetry in the Consumer Quality Assessment
of Cars Class C. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 349
Nellie V. Klassen
28 Algorithms for Managing the Sustainability of the Development
of Production Systems in the Context of the Technological Level
of Industries . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 359
Evgenii A. Konnikov and Olga A. Konnikova
29 Reliability Assessment of Multi-release Software System Under
Imperfect Fault Removal Phenomenon. . . . . . . . . . . . . . . . . . . . . . 367
Vibha Verma, Sameer Anand, and Anu Gupta Aggarwal
30 Understanding Guest Experience Using Online Reviews. . . . . . . . . 381
Sanchita Aggarwal, Ajay Jaiswal, and Anu Gupta Aggarwal
31 e-Epidemic Model for the Analysis of Antidotal and Quarantine
with Impact of Malicious Objects in Computer Network . . . . . . . . 391
Aditya Kumar Singh
32 Study of Identity-Based Encryption for Cloud Data Security . . . . . 401
Pragya Mishra and Vandani Verma