Comprehensive Evaluation of Machine Learning MPPT Algorithms for a PV System Under Different Weather Conditions (English)
- New search for: Nkambule, Mpho Sam
- New search for: Hasan, Ali N.
- New search for: Ali, Ahmed
- New search for: Hong, Junhee
- New search for: Geem, Zong Woo
- Further information on Geem, Zong Woo:
- https://orcid.org/0000-0002-0370-5562
- New search for: Nkambule, Mpho Sam
- New search for: Hasan, Ali N.
- New search for: Ali, Ahmed
- New search for: Hong, Junhee
- New search for: Geem, Zong Woo
- Further information on Geem, Zong Woo:
- https://orcid.org/0000-0002-0370-5562
In:
Journal of Electrical Engineering & Technology
;
16
, 1
; 411-427
;
2020
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ISSN:
- Article (Journal) / Print
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Title:Comprehensive Evaluation of Machine Learning MPPT Algorithms for a PV System Under Different Weather Conditions
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Contributors:Nkambule, Mpho Sam ( author ) / Hasan, Ali N. ( author ) / Ali, Ahmed ( author ) / Hong, Junhee ( author ) / Geem, Zong Woo ( author )
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Published in:Journal of Electrical Engineering & Technology ; 16, 1 ; 411-427
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Publisher:
- New search for: Springer Singapore
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Place of publication:Sŏul
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Publication date:2020
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ISSN:
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ZDBID:
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DOI:
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Type of media:Article (Journal)
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Type of material:Print
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Language:English
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Keywords:
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Source:
Table of contents – Volume 16, Issue 1
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Analysis of Subsynchronous Oscillation of Direct Drive PMSG Based Wind Farm Under Low Operating ConditionYan, Gangui / Hu, Wenbo / Jia, Qi / Liu, Kan / Wang, Junxi et al. | 2021
- 15
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A Coordinated Performance of Power System Operated with Participants in Demand Response Programs Considering Environmental Pollution ConstraintsQaderi-Baban, Payam / Menhaj, Mohamad-Bagher / Dosaranian-Moghadam, Mohamad / Fakharian, Ahmad et al. | 2021
- 31
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Invasive Weed Optimized Area Centralized 2 Degree of Freedom Combined PID Controller Scheme for Automatic Generation ControlAzaharahmed, Mohammed / Raja, K. / Patan, Muzeeb Khan / Prasad, Ch. Durga / Ganeshan, P. et al. | 2021
- 43
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Role of Demand Side Management in Residential Distribution Systems with the Integration of Electric VehiclesBadugu, Jayababu / Yeddula Pedda, Obulesu / Choppavarapu, Sai Babu et al. | 2021
- 55
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Economic Analysis of a Power System Network using Optimal Placement of PMUs and DULRs Through Complete and Incomplete Observability AnalysisBala Krishna, K. / Rachananjali, K. / Mercy Rosalina, K. / Srinivasa Rao, Y. et al. | 2021
- 67
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Experimental Validation of an IoT Based Device Selective Power Cut mechanism Using Power Line Carrier Communication for Smart Management of ElectricityKumar, Kishan / Saraswat, Shulin / Jindal, Sumit Kumar / Kumar, Ajay / Raghuwanshi, Sanjeev Kumar et al. | 2021
- 79
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Optimal Siting and Sizing of Multiple Distributed Generation Units in Radial Distribution System Using Ant Lion Optimization AlgorithmPalanisamy, Rajakumar / Muthusamy, Senthil Kumar et al. | 2021
- 91
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Estimation of Hydropower Synchronous Generator Parameters Through Field Simulations of Modified Standard TestsBen Slimene, Marwa / Salah Saidi, Abdelaziz / Khlifi, Mohamed Arbi et al. | 2021
- 101
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Optimal Allocation of Multiple Photo-Voltaic and/or Wind-Turbine Based Distributed Generations in Radial Distribution System Using Hybrid Technique with Fuzzy Logic ControllerSamala, Rajesh Kumar / Mercy Rosalina, K. et al. | 2021
- 115
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Profit Based Unit Commitment of Thermal Units with Renewable Energy and Electric Vehicles in Power MarketVasiyullah, S. F. Syed / Bharathidasan, S. G. et al. | 2021
- 131
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Adaptive Distance Protection Scheme for Mutually Coupled LineUma, Uma Uzubi / Ekwue, Arthur / Ejiogu, Emenike et al. | 2021
- 141
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Improved Current Controlled Doubly Fed Induction Generator Model with Grid Integration Under Sub and Super Synchronous ConditionsAhmad, Hamza / Khalid, Hassan / Amin, Arslan Ahmed / Masroor, Neha / Mahmood, Huda / Abubakar, Muhammad et al. | 2021
- 155
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Increasing Efficiency and Power Factor for Power Supplies Using Parallel Flyback ConverterMegahed, Tamer F. et al. | 2021
- 171
-
Parameter Extraction of Solar Photovoltaic Models Using Enhanced Levy Flight Based Grasshopper Optimization AlgorithmMokeddem, Diab et al. | 2021
- 181
-
Simultaneous Reconfiguration and Optimal Capacitor Placement Using Adaptive Whale Optimization Algorithm for Radial Distribution SystemBabu, M. Ramesh / Kumar, C. Venkatesh / Anitha, S. et al. | 2021
- 191
-
Economic Dispatching Strategy of Double Lead-acid Battery Packs Considering Various FactorsGong, Qingwu / Wang, Yubo et al. | 2021
- 205
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Real Time Simulation for Load Frequency Control of Multisource Microgrid System Using Grey Wolf Optimization Based Modified Bias Coefficient Diagram Method (GWO-MBCDM) ControllerKumar, Badal / Adhikari, Shuma / Datta, Subir / Sinha, Nidul et al. | 2021
- 223
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Performance Enhancement for Microgrids Under the Demand Uncertainties with the Presence of Multiple DGs Through Stochastic Ranking AlgorithmSrinivasan, Thiruvenkadam / Wang, Xiancheng / Kim, Hyung -Jin / Ra, In-Ho et al. | 2021
- 239
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Optimal Operation of Electrified Railways with Renewable Sources and StorageSalkuti, Surender Reddy et al. | 2021
- 249
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A Classification Method for Power-Quality Disturbances Using Hilbert–Huang Transform and LSTM Recurrent Neural NetworksRodriguez, Miguel Angel / Sotomonte, John Felipe / Cifuentes, Jenny / Bueno-López, Maximiliano et al. | 2021
- 267
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Discrete Dynamical Predictive Control on Current Vector for Three-Phase PWM RectifierJing, Kai / Liu, Chang / Lin, Xiaping et al. | 2021
- 277
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Single-Phase Active Impedance Based Harmonic and Reactive CompensationLemma, Bisrat Gezahegn / Liao, Minfu / Duan, Xiongying et al. | 2021
- 287
-
Fuzzy Logic Based-Active Fault Tolerant Control of Speed Sensor Failure for Five-Phase PMSMBensalem, Yemna / Abbassi, Rabeh / Jerbi, Houssem et al. | 2021
- 301
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A Single- and Multi-objective Optimization Algorithm for Electromagnetic Devices Assisted by Adaptive Kriging Based on Parallel Infilling StrategyXia, Bin / Liu, Ren / He, Zhiwei / Koh, Chang-Seop et al. | 2021
- 309
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A New Rotor Shape Design of 6/2 Switched Reluctance Motor: Comparative Analysis of its Chaotic Behavior with Other StructuresGuidkaya, Golam / Fankem, Eric Duckler Kenmoe / Effa, Joseph Yves et al. | 2021
- 321
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A Novel Passivity-Based Resonant Instability Suppression Method for Grid-Connected VSCZhao, Jiancheng / Li, Kai / Wang, Xiaodong / Xie, Chuan / Xu, Hongbing et al. | 2021
- 333
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Sensorless Maximum Power Control of a Stand-Alone Squirrel-Cage Induction Generator Driven by a Variable-Speed Wind TurbineBašić, Mateo / Bubalo, Matija / Vukadinović, Dinko / Grgić, Ivan et al. | 2021
- 349
-
Phase Current Sensing Method Using Three Shunt Resistors to Eliminate Immeasurable Area in Voltage Vector PlaneKim, Dong-Ki / Jang, Do-Hyun / Yoon, Duck-Yong et al. | 2021
- 357
-
Fault-Tree-Based Failure-Rate Analysis for Clamped-Double Submodule Employing dc-Short Current Protecting FunctionKang, Feel-soon / Song, Sung-Geun et al. | 2021
- 367
-
Optimum Controller Design Using the Ant Lion Optimizer for PMSG Driven by Wind EnergyLotfy Haridy, Ahmed / Ali Mohamed Abdelbasset, Al-Attar / Mohamed Hemeida, Ashraf / Mohamed Ali Elhalwany, Ziad et al. | 2021
- 381
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An Efficient Metaheuristic Technique to Control the Maximum Power Point of a Partially Shaded Photovoltaic System Using Crow Search Algorithm (CSA)Houam, Yehya / Terki, Amel / Bouarroudj, Noureddine et al. | 2021
- 403
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Nonlinear Autoregressive with Exogenous Model to Diagnosis Aircraft Motor Faults Under Different Operating ConditionsAbed, Wathiq R. / Ahmed, Muhanad A. et al. | 2021
- 411
-
Comprehensive Evaluation of Machine Learning MPPT Algorithms for a PV System Under Different Weather ConditionsNkambule, Mpho Sam / Hasan, Ali N. / Ali, Ahmed / Hong, Junhee / Geem, Zong Woo et al. | 2021
- 429
-
Optimal Design of Outer-Rotor Surface Mounted Permanent Magnet Synchronous Motor for Cogging Torque Reduction Using Territory Particle Swarm OptimizationAhn, Jong-Min / Son, Ji-Chang / Lim, Dong-Kuk et al. | 2021
- 437
-
Evaluation of Common Building Wall in See-Through-Wall Application of Ultra-wideband Synthetic Aperture RadarKien, Nguyen Trung / Hong, Ic-Pyo et al. | 2021
- 443
-
Space Charge Accumulation Mechanism Near the Stress Cone of Cable Accessories Under Electrical-Thermal AgingHe, Dongxin / Gong, Wenjie / Zhang, Tao / Wang, Wei / Wang, Xiaoran / Li, Qingquan et al. | 2021
- 449
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FEM Simulation and Test Verification of PD Ultrasonic Signal Propagation in a Power Transformer ModelWang, Zan / Gao, Chaofei / Zheng, Liwei / Ren, Jikun / Wang, Wei / Zhang, Yushuai / Han, Shijie et al. | 2021
- 459
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Fast and Effective Technique in Evaluation of Lightning Impulse Voltage ParametersYutthagowith, Peerawut / Kitwattana, Krit / Kunakorn, Anantawat et al. | 2021
- 469
-
Enhancement of Electro-Thermal Characteristics of Micro/Nano ZnO Based Surge ArresterRohini, R. / Pugazhendhi Sugumaran, C. et al. | 2021
- 483
-
Loop-Shaped Patch Antenna for Conformal Arrays to Minimize the Effects of Adjacent Conducting SkinYoo, Sungjun / Kim, Heeyoung / Hong, Choulhee / Choo, Hosung et al. | 2021
- 491
-
One-Chip Integration of RF MEMS Switched Capacitor and Power Amplifier Using CMOS-Compatible Post Fabrication ProcessCho, Hyunok / Lee, Milim / Park, Changkun / Park, Jae Yeong et al. | 2021
- 499
-
Partial Discharge Analysis of SF6/N2 Gas Mixture Filled MV Circuit Breaker Using Time–Frequency Map Clustering TechniqueYuvaraj, R. / Chandrasekar, S. et al. | 2021
- 509
-
Modeling and Simulation of a Dye Sensitized Solar Cell with Porous Aerogel PhotoanodeRamesh, S. C. / Columbus, C. Christopher / Shajan, X. Sahaya et al. | 2021
- 515
-
Measurement of Activation Energy and Accelerated Degradation Time by Thermal Analysis Methods for Polymeric Insulating MaterialsLee, Heon-Gyeong / Jung, Jae-Seung / Kim, Jin-Gyu et al. | 2021
- 525
-
The Impact of Displacement Defect in Nanosheet Field Effect TransistorKim, Jungsik et al. | 2021
- 531
-
SINS/GNSS-Integrated Navigation of Surface Vessels Based on Various Nonlinear Kalman Filters and Large Ship DynamicsGuo, Mu-Zhuang / Guo, Chen / Zhang, Chuang et al. | 2021
- 547
-
Fault Detection Based on a Combined Approach of FA-CP-ELM with Application to Wind Turbine SystemYu, Wenxin / Huang, Shoudao / Wang, Junnian et al. | 2021
- 559
-
Approximate Multipliers Using Bio-Inspired AlgorithmSenthilkumar, K. K. / Kumarasamy, Kunaraj / Dhandapani, Vaithiyanathan et al. | 2021
- 569
-
Autonomous Lane Keeping System: Lane Detection, Tracking and Control on Embedded SystemLiu, Mingjie / Deng, Xutao / Lei, Zhen / Jiang, Chao / Piao, Changhao et al. | 2021
- 579
-
Self-Tuning Fuzzy Task Space Controller for Puma 560 RobotAzarfar, Azita / Azarfar, Babak / Vahedi, Mojtaba et al. | 2021
- 591
-
Korean Finger Number Gesture Recognition Based on CNN Using Surface Electromyography SignalsPark, Jong-Jun / Kwon, Chun-Ki et al. | 2021
- 599
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Enhancement of Sliding Mode Control Performance for Perturbed and Unperturbed Nonlinear Systems: Theory and Experimentation on Rehabilitation RobotBrahmi, Brahim / Bojairami, Ibrahim El / Saad, Maarouf / Driscoll, Mark / Zemam, Samir / Laraki, Mohamed Hamza et al. | 2021
- 617
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Robust Design Process to Restrain Irreversible Demagnetization of Interior Permanent Magnet Synchronous Motor Applied in Railway Vehicles Using Dysprosium-Free Permanent MagnetKong, Hyung-Sik / Lee, Kang Been / Pyo, Hyun-Jo / Jeong, Min-Jae / Kim, Won-Ho et al. | 2021
- 625
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Improving the Efficiency of a Photovoltaic System Using a Hybrid Control Method Based on a DPP StructureKim, Dong-Eun / Lee, Hyun-Jae / Moon, Hak-Ryong / Shon, Jin-Geun et al. | 2021
- 633
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Sensitivity Analysis of Water Tree and Input Pulse Parameters for Time-Domain Reflectometry of Power Cables Using Taguchi MethodKim, Han-Ju / Park, Ji-san / Mun, Jaegyeong / Kim, Dong-Hun / Hwangbo, Seung / Yi, Dong-Young / Byun, Jin-Kyu et al. | 2021
- 643
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Correction to: H∞ Control Using Linear Parameter Varying Approach for Motion Control Systems Under Communication Delays: Application to PMSMLee, Youngwoo / Moon, Jun / Kim, Wonhee / Chung, Chung Choo / Tomizuka, Masayoshi et al. | 2021
- 645
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Correction to: Measurement of Sheet-like Space Charge Distribution and Signal Calibration of Insulator XLPE Using PEA MethodKim, Hyung-Gyu / Jung, Hyun-Cheol / Park, June-Do / Hwangbo, Seung et al. | 2021