Soft computing applications : proceedings of the 8th International Workshop Soft Computing Applications (SOFA 2018). Vol. I /

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Bibliographic Details
Meeting name:IEEE International Workshop on Soft Computing Applications (8th : 2018 : Arad, Romania)
Imprint:Cham : Springer , [2021].
Description:1 online resource (460 pages).
Language:English
Series:Advances in Intelligent Systems and Computing ; v.1221
Advances in intelligent systems and computing ; 1221.
Subject:Soft computing -- Congresses.
Artificial intelligence.
Computers -- Intelligence (AI) & Semantics.
Technology & Engineering -- Engineering (General).
Soft computing
Electronic books.
Electronic books.
Conference papers and proceedings
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/12607398
Hidden Bibliographic Details
Varying Form of Title:SOFA 2018
Other authors / contributors:Balas, Valentina Emilia.
Jain, L. C.
Balas, Marius Mircea.
Shahbazova, Shahnaz N.
ISBN:9783030519926
3030519929
9783030519919
3030519910
9783030519919
9783030519933
3030519937
Digital file characteristics:text file PDF
Notes:International conference proceedings.
Description based upon print version of record.
Includes author index.
Summary:This book presents the proceedings of the 8th International Workshop on Soft Computing Applications, SOFA 2018, held on 13-15 September 2018 in Arad, Romania. The workshop was organized by Aurel Vlaicu University of Arad, in conjunction with the Institute of Computer Science, Iasi Branch of the Romanian Academy, IEEE Romanian Section, Romanian Society of Control Engineering and Technical Informatics - Arad Section, General Association of Engineers in Romania - Arad Section and BTM Resources Arad. The papers included in these proceedings, published post-conference, cover the research including Knowledge-Based Technologies for Web Applications, Cloud Computing, Security Algorithms and Computer Networks, Business Process Management, Computational Intelligence in Education and Modelling and Applications in Textiles and many other areas related to the Soft Computing. The book is directed to professors, researchers, and graduate students in area of soft computing techniques and applications.
Other form:Print version: Balas, Valentina Emilia Soft Computing Applications : Proceedings of the 8th International Workshop Soft Computing Applications (SOFA 2018), Vol. I Cham : Springer International Publishing AG,c2020 9783030519919
Standard no.:10.1007/978-3-030-51992-6
10.1007/978-3-030-51
Table of Contents:
  • Intro
  • Preface
  • Invited Speakers
  • DSS, Classifications, Trends and Enabling Modern Information and Communication Technologies
  • Distorted Statistics based on Choquet Calculus
  • Overview of QUasi-Affine TRansformation Evolutionary (QUATRE) Algorithm
  • Nature-Inspired Optimization of Type-2 Fuzzy Logic Controllers
  • Seeing Is Believing
  • Contents
  • Short CVs of Guest Editors
  • I Soft Computing and Conventional Techniques in Power Engineering Methods and Applications in Electrical Engineering I
  • Daily Load Curve Forecasting. Comparative Analysis: Conventional vs. Unconventional Methods
  • Abstract
  • 1 Introduction
  • 2 Developed Algorithms
  • 2.1 Artificial Neural Networks (ANN)
  • 2.2 Multiple Linear Regression (MLR)
  • 2.3 Curve Fitting (CF)
  • 2.4 Decision Trees (DT)
  • 3 Numerical Results. Discussions
  • 3.1 Forecast Performed for 2017 Year
  • 3.2 Forecast Performed for 2018 Year
  • 3.3 Comparative Analysis for Several Forecasts
  • 4 Conclusion
  • Acknowledgment
  • References
  • LoRaWAN Based Airport Runway Lights Monitoring System
  • Abstract
  • 1 Introduction
  • 2 LoRa Technology
  • 3 Case Study and Results
  • 4 Conclusions
  • Acknowledgment
  • References
  • The Enhanced Crow Search Algorithm for Fuel-Cost Function Parameters Assessment of the Cogeneration Units from Thermal Power Plants
  • Abstract
  • 1 Introduction
  • 2 Estimating the Fuel-Cost Function Parameters
  • 3 The Crow Search Algorithm (CS)
  • 4 The Enhanced CS Algorithm (ECS)
  • 5 Case Studies and Results
  • 6 Conclusions
  • References
  • Modelling a Photovoltaic Power Station
  • Abstract
  • 1 Introduction
  • 2 Simulation of the Photovoltaic Panels Using MatLAB Software
  • 2.1 Simulink: Modelling of a PV Solar Cell
  • 2.2 The Intensity of the Induced Electrical Current by the Sun
  • 2.3 Dependence on the Temperature
  • 3 The Simulation of a PV Power Station
  • 4 Conclusions
  • References
  • Identification of Fault Locations on Tree Structure Systems
  • 1 Introduction
  • 2 Description of the Troubleshooting System Currently Used by the Power Suppliers
  • 3 Mathematical Background of the Proposed Method
  • 4 Fault Probability Data Bank
  • 5 SGFI Algorithm
  • 5.1 Localization of the Fault Zone (Procedure 1)
  • 5.2 Fault Position Localization in the Fault Zone (Procedure 2)
  • 5.3 Result of the Proposed Algorithm
  • 5.4 Simulation Analysis of the SGFI Algorithm
  • 6 Conclusions
  • References
  • Probability Distribution Functions for Short-Term Wind Power Forecasting
  • 1 Introduction
  • 2 Wind Probability Distribution Functions
  • 2.1 Weibull Distribution
  • 2.2 Lindley Distribution for Random Variables
  • 2.3 Joint Probability Distribution Function for Wind Forecasting
  • 3 Short-Term Wind Power Forecasting Using SVR and ANN
  • 3.1 Wind Power Forecasting Using Support Vector Regressors
  • 3.2 Wind Power Forecasting Using ANN.