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  1. EEMD-GA-LSTM: An innovative approach for daily solar radiation estimation in southern of Algeria

    Article • Edelweiss Applied Science and Technology, January 2025, Learning Gate

    Mr Kada Bouchouicha

  2. Deep Learning Model for Univariate Time Series Forecasting of Daily Shortwave Downward Radiation in Desert Climate

    Article • January 2025, Springer Science + Business Media

    Mr Kada Bouchouicha

  3. Ramp Rate Control Techniques to Mitigate Fluctuations in Photovoltaic Solar Production

    Article • January 2025, Springer Science + Business Media

    Mr Kada Bouchouicha

  4. Hybrid attention-based deep neural networks for short-term wind power forecasting using meteorological data in desert regions

    Article • Scientific Reports, September 2024, Springer Science + Business Media

    Mr Kada Bouchouicha

  5. Solar Radiation Prediction in Adrar, Algeria: A Case Study of Hybrid Extreme Machine-Based Techniques

    Article • International Journal of Engineering Research in Africa, April 2024, Trans Tech Publications

    Mr Kada Bouchouicha

  6. PERFORMANCE INVESTIGATION OF SINGLE-PHASE TRANSFORMERLESS PV INVERTER CONNECTED TO LOW VOLTAGE NETWORK

    Article • REVUE ROUMAINE DES SCIENCES TECHNIQUES — SÉRIE ÉLECTROTECHNIQUE ET ÉNERGÉTIQUE, April 2024, Editura Academiei Romane

    Mr Kada Bouchouicha

  7. Global scale solar energy harnessing: An advanced intra-hourly diffuse solar irradiance predicting framework for solar energy projects

    Article • Neural Computing and Applications, March 2024, Springer Science + Business Media

    Mr Kada Bouchouicha

  8. Statistical study of global solar radiation in the Algerian desert: a case study of Adrar town

    Article • Theoretical and Applied Climatology, January 2024, Springer Science + Business Media

    Mr Kada Bouchouicha

  9. Impact of Maximum PV Penetration on the Voltage Violation in Grid-Connected PV System

    Article • January 2024, Springer Science + Business Media

    Mr Kada Bouchouicha

  10. Enhanced Daily Global Solar Radiation Prediction Through Hybrid Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System with Meta-Heuristic Algorithm Integration

    Article • Instrumentation Mesure Métrologie, December 2023, International Information and Engineering Technology Association

    Mr Kada Bouchouicha

  11. Study of Solar Energy Gains in Algeria: Comparison of Monthly versus Annual Inclination

    Article • December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Kada Bouchouicha

  12. Global control of electrical supply: A variational mode decomposition-aided deep learning model for energy consumption prediction

    Article • Energy Reports, November 2023, Elsevier

    PhD Alban Kuriqi, Mr Kada Bouchouicha

  13. Performance evaluation of large-scale photovoltaic power plant in Saharan climate of Algeria based on real data

    Article • Energy for Sustainable Development, October 2023, Elsevier

    Mr Kada Bouchouicha

  14. Data-Driven Models for Predicting Solar Radiation in Semi-Arid Regions

    Article • Computers Materials & Continua, January 2023, Tsinghua University Press

    Mr Kada Bouchouicha

  15. Solar Radiation Forecasting Based on Artificial Neural Network: A Case Study of Bechar City, Southwest Algeria

    Article • January 2023, Springer Science + Business Media

    Mr Kada Bouchouicha

  16. Variability of Solar Radiation Received on Tilted Planes in Adrar Region in the South of Algeria

    Article • January 2023, Springer Science + Business Media

    Mr Kada Bouchouicha

  17. IoT Platform For Online Monitoring Of Renewable Energy Systems

    Article • November 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Kada Bouchouicha

  18. Hourly predictions of direct normal irradiation using an innovative hybrid LSTM model for concentrating solar power projects in hyper-arid regions

    Article • Energy Reports, November 2022, Elsevier

    PhD Alban Kuriqi, Mr Kada Bouchouicha

  19. Evaluation of energy extraction of PV systems affected by environmental factors under real outdoor conditions

    Article • Theoretical and Applied Climatology, August 2022, Springer Science + Business Media

    PhD Alban Kuriqi, Mr Kada Bouchouicha

  20. Improved weighted ensemble learning for predicting the daily reference evapotranspiration under the semi-arid climate conditions

    Article • Environmental Science and Pollution Research, June 2022, Springer Science + Business Media

    PhD Alban Kuriqi, Mr Kada Bouchouicha

  21. MPPT Fuzzy Logic Control of a Variable Speed Wind Turbine

    Article • Journal of Renewable Energies, June 2022, Centre de Developpement des Energie Renouvelables

    Mr Kada Bouchouicha

  22. Optimizing hyperparameters of deep hybrid learning for rainfall prediction: a case study of a Mediterranean basin

    Article • Arabian Journal of Geosciences, May 2022, Springer Science + Business Media

    Mr Kada Bouchouicha

  23. Multi‐hour ahead forecasting of building energy through a new integrated model

    Article • Environmental Progress & Sustainable Energy, March 2022, Wiley

    Mr Kada Bouchouicha

  24. Solar irradiance short-term prediction under meteorological uncertainties: survey hybrid artificial intelligent basis music-inspired optimization models

    Article • The European Physical Journal Plus, March 2022, Springer Science + Business Media

    Mr Kada Bouchouicha

  25. Hybrid Ensemble-Learning Approach for Renewable Energy Resources Evaluation in Algeria

    Article • Computers Materials & Continua, January 2022, Tsinghua University Press

    Mr Kada Bouchouicha

  26. New soft computing model for multi-hours forecasting of global solar radiation

    Article • The European Physical Journal Plus, January 2022, Springer Science + Business Media

    Mr Kada Bouchouicha

  27. Sunshine duration measurements and predictions in Saharan Algeria region: an improved ensemble learning approach

    Article • Theoretical and Applied Climatology, November 2021, Springer Science + Business Media

    Mr Kada Bouchouicha

  28. Assessment of Global Solar Energy Under All-Sky Condition Using Artificial Neural Network

    Article • November 2021, Springer Science + Business Media

    Mr Kada Bouchouicha

  29. Comparative study of models solar radiation in Sub-Saharan environment

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Kada Bouchouicha

  30. A novel ensemble learning approach for hourly global solar radiation forecasting

    Article • Neural Computing and Applications, October 2021, Springer Science + Business Media

    Mr Kada Bouchouicha

  31. Estimation of daily global solar radiation based on MODIS satellite measurements: The case study of Adrar region (Algeria)

    Article • Measurement, October 2021, Elsevier

    Mr Kada Bouchouicha

  32. Forecasting intra-hour variance of photovoltaic power using a new integrated model

    Article • Energy Conversion and Management, October 2021, Elsevier

    Mr Kada Bouchouicha

  33. Ultra-short-term exogenous forecasting of photovoltaic power production using genetically optimized non-linear auto-regressive recurrent neural networks

    Article • Renewable Energy, June 2021, Elsevier

    Mr Kada Bouchouicha

  34. A new approach to forecast solar irradiances using WRF and libRadtran models, validated with MERRA-2 reanalysis data and pyranometer measures

    Article • Solar Energy, June 2021, Elsevier

    Mr Kada Bouchouicha

  35. ANN-Based Correction Model of Radiation and Temperature for Solar Energy Application in South of Algeria

    Article • December 2020, Springer Science + Business Media

    Mr Kada Bouchouicha

  36. Artificial Neural Network Based Solar Radiation Estimation of Algeria Southwest Cities

    Article • December 2020, Springer Science + Business Media

    Mr Kada Bouchouicha

  37. Implicit regression-based correlations to predict the back temperature of PV modules in the arid region of south Algeria

    Article • Renewable Energy, August 2020, Elsevier

    Mr Kada Bouchouicha

  38. Comparison of artificial intelligence and empirical models for energy production estimation of 20 MWp solar photovoltaic plant at the Saharan Medium of Algeria

    Article • International Journal of Energy Sector Management, July 2020, Emerald

    Mr Kada Bouchouicha

  39. Auto regression Integrated moving average (ARIMA) to estimate temporal series of global solar radiation from measured data

    Article • June 2020, ACM (Association for Computing Machinery)

    Mr Kada Bouchouicha

  40. Estimating daily diffuse solar radiation using neuro-fuzzy, fuzzy C-means and subtractive clustering

    Article • June 2020, ACM (Association for Computing Machinery)

    Mr Kada Bouchouicha

  41. Developing a new model for predicting global solar radiation on a horizontal surface located in Southwest Region of Algeria

    Article • NRIAG Journal of Astronomy and Geophysics, January 2020, Taylor & Francis

    Mr Kada Bouchouicha

  42. ANFIS Technique to Estimate Daily Global Solar Radiation by Day in Southern Algeria

    Article • December 2019, Springer Science + Business Media

    Mr Kada Bouchouicha

  43. Daily Global Solar Radiation Based on MODIS Products: The Case Study of ADRAR Region (Algeria)

    Article • December 2019, Springer Science + Business Media

    Mr Kada Bouchouicha

  44. Estimation of Solar Power Output Using ANN Model: A Case Study of a 20-MW Solar PV Plan at Adrar, Algeria

    Article • December 2019, Springer Science + Business Media

    Mr Kada Bouchouicha

  45. Validation Modeles and Simulation of Global Horizontal Solar Flux as a Function of Sunshine Duality in Southern Algeria (Adrar)

    Article • December 2019, Springer Science + Business Media

    Mr Kada Bouchouicha

  46. Seasonal Performance Comparison of Four Electrical Models of Monocrystalline PV Module Operating in a Harsh Environment

    Article • IEEE Journal of Photovoltaics, July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Kada Bouchouicha, Nouar Aoun

  47. Estimating the global solar irradiation and optimizing the error estimates under Algerian desert climate

    Article • Renewable Energy, February 2019, Elsevier

    Mr Kada Bouchouicha, Nouar Aoun

  48. Estimation of clear sky global solar radiation in Algeria

    Article • AIMS Energy, January 2019, American Institute of Mathematical Sciences (AIMS)

    Mr Kada Bouchouicha

  49. Estimation of Monthly Average Daily Global Solar Radiation Using Meteorological-Based Models in Adrar, Algeria

    Article • Applied Solar Energy, December 2018, Allerton Press

    Mr Kada Bouchouicha

  50. Optimized fixed tilt for incident solar energy maximization on flat surfaces located in the Algerian Big South

    Article • Sustainable Energy Technologies and Assessments, August 2018, Elsevier

    Mr Kada Bouchouicha, Nouar Aoun

  51. A new empirical model for forecasting the diffuse solar radiation over Sahara in the Algerian Big South

    Article • Renewable Energy, March 2018, Elsevier

    Mr Kada Bouchouicha, Nouar Aoun

  52. An empirical model for estimating solar radiation in the Algerian Sahara

    Article • January 2018, American Institute of Physics

    Mr Kada Bouchouicha

  53. Daily Time Series Estimation of Global Horizontal Solar Radiation from Artificial Neural Networks

    Article • January 2018, Scitepress

    Mr Kada Bouchouicha

  54. Models for Obtaining the Daily Global Solar Radiations in Clear Sky in Sahara

    Article • December 2017, Springer Science + Business Media

    Mr Kada Bouchouicha

  55. Simple Correlation Models for Estimation of Horizontal Global Solar Radiation for Oran, Northwest Algeria

    Article • International Journal of Engineering Research in Africa, September 2017, Trans Tech Publications

    Mr Kada Bouchouicha, Nouar Aoun

  56. Remote Sensed Land Surface Temperature Anomalies for Earthquake Prediction

    Article • International Journal of Engineering Research in Africa, July 2017, Trans Tech Publications

    Mr Kada Bouchouicha

  57. Pre-seismic anomalies in remotely sensed land surface temperature measurements: The case study of 2003 Boumerdes earthquake

    Article • Advances in Space Research, May 2017, Elsevier

    Mr Kada Bouchouicha

  58. Estimating daily global solar radiation by day of the year in Algeria

    Article • The European Physical Journal Plus, May 2017, Springer Science + Business Media

    Mr Kada Bouchouicha, Nouar Aoun

  59. Model Bird for obtaining the daily global solar radiations in clear sky in south of Algeria

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Kada Bouchouicha

  60. Modeling the Global Solar Radiation Under Cloudy Sky Using Meteosat Second Generation High Resolution Visible Raw Data

    Article • Journal of the Indian Society of Remote Sensing, September 2016, Springer Science + Business Media

    Mr Kada Bouchouicha

  61. Hourly global solar radiation estimation from MSG-SEVIRI images-case study: Algeria

    Article • World Journal of Engineering, June 2016, Emerald

    Mr Kada Bouchouicha, Nouar Aoun

  62. Experimental and Validation of Photovoltaic Solar Cell Performance Models in Desert Climate

    Article • Applied Mechanics and Materials, January 2014, Trans Tech Publications

    Mr Kada Bouchouicha, Nouar Aoun

  63. Evaluation and Validation of Equivalent Five-Parameter Model Performance for Photovoltaic Panels Using Only Reference Data

    Article • Energy and Power Engineering, January 2014, Scientific Research Publishing, Inc,

    Mr Kada Bouchouicha, Nouar Aoun

  64. Evaluation of the wind energy potential in the Saharan sites of Algeria

    Article • May 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Kada Bouchouicha