Soft computing applications : proceedings of the 8th International Workshop Soft Computing Applications (SOFA 2018).: proceedings of the 8th International Workshop Soft Computing Applications (SOFA 2018). Vol. I ([2021])

• Record Type: Book
• Other Titles: SOFA 2018
• Further Information: Note: Valentina Emilia Balas, Lakhmi C. Jain, Marius Mircea Balas, Shahnaz N. Shahbazova, editors.
• Other Names: Balas, Valentina Emilia; Jain, L. C; Balas, Marius Mircea; Shahbazova, Shahnaz N; IEEE International Workshop on Soft Computing Applications, 8th
• 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.
• Publisher Details: Cham : Springer
• Publication Date: 2021
• Extent: 1 online resource (460 pages)
• Subjects: 006.3; Soft computing -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030519926; 3030519929
• Related ISBNs: 9783030519919
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.