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Yahia Amoura, graduated with a Master's degree in Renewable Energy and Energy Efficiency at the Polytechnic Institute of Bragança (IPB) after a scholarship awarded by the Erasmus community in the framework of the ERASMUS + ICM project Yahia Amoura studied for 3 years at the Superior School of Applied Sciences in Tlemcen (Algeria) after obtaining a competitive entrance exam to the higher education concluded after two years of high-quality preparatory studies. Ranked in the head of his promotion, Yahia obtained a state engineering degree in electrical engineering with excellent qualifications. Yahia Amoura has experience in scientific research after obtaining a research scholarship from the Foundation for Science and Technology (FCT) in Portugal in 2020, which allowed him to carry out 4 months at the Research Center in Digitalization and Intelligent Robotics (CeDRI) in the scope of summer with science. In 2021, he obtained a research fellowship grant in which he worked on the establishment of an intelligent procedure based on machine learning and optimization strategies to enhance the performance of a self-learning website (MathE Platform). In 2022, Yahia obtained a research fellowship grant for the development of a mapping system of vespa tracking in order to reduce their impact on the destruction of agriculture using artificial intelligence methods. Currently, he is a Ph.D. student in Industrial, Computer, and Environmental Engineering at the University of Laguna (ULL) in spain.
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Identification

Personal identification

Full name
Yahia Amoura
Date of birth
1997/05/03
Gender
Male

Citation names

  • AMOURA, YAHIA

Author identifiers

Ciência ID
1C1C-915D-DB4E
ORCID iD
0000-0002-8811-0823

Email addresses

  • yahia@ipb.pt (Professional)

Telephones

Telephone
  • (+351) 935189347 (Professional)

Addresses

  • Largo Dr. Rodrigo Versos, nº 1, 1º Dir 5300-041 Bragança, 5300, BRAGANCA, BRAGANCA, Portugal (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Environmental Engineering - Environmental Engineering
  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Automation and Control Systems
  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Electrical and Electronic Engineering
  • Exact Sciences - Mathematics - Applied Mathematics

Languages

Language Speaking Reading Writing Listening Peer-review
English Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2)
French Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Portuguese Elementary (A2) Elementary (A2) Elementary (A2) Elementary (A2)
Arab (Mother tongue)
Education
Degree Classification
2020/02/12 - 2021/02/22
Concluded
 Energias Renováveis e Eficiência Energética (Mestrado)
Instituto Politécnico de Bragança, Portugal
"Optimal Energy Management Of a Microgrid System" (THESIS/DISSERTATION)
 20/20
2017/09/05 - 2020/09/25
Concluded
 Electrical Engineering (Diplôme d´études supérieures)
Superior School of Applied Sciences of Tlemcen in Algeria, Algeria
"Sizing of a Multi-source System Based on Renewable Energies Using Evolutionary Optimisation Approaches " (THESIS/DISSERTATION)
 19/20
2015 - 2017
Concluded
 Preparatory courses for accessing superior schools (Bachelor)
Algiers Preparatory School of Science and Technology , Algeria
 15/20
2015/07/02
Concluded
 Mathematical Bacaleauriat Series (Bakkalaurea)
Abdelmoumen Ben Ali High School, Algeria
 16/20
Affiliation

Science

Category
Host institution 		Employer
2021/10 - Current Researcher (Research) Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
2020/07/01 - 2020/10/30 Researcher (Research) Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
2018/12/01 - 2019/01/05 Researcher (Research) CDER Unité de Recherche Appliquée en Energies Renouvelables, Algeria
CDER Unité de Recherche Appliquée en Energies Renouvelables, Algeria

Others

Category
Host institution 		Employer
2021/04/04 - 2021/09/30 Internship Hikma Pharmaceuticals, Portugal
2019/12/01 - 2019/12/31 Internship Electricity Distribution Center of Algiers -SDA, Algeria
2019/03/01 - 2019/03/31 Internship Electrical Production Company, Algeria
2018/03/01 - 2018/03/31 Internship Electrical Production Company, Algeria
Projects

Grant

Designation Funders
2022/06 - 2023/06 Plano Estratégico de Gestão Integrada da Vespa Velutina para o Território das Terras de Trás-os-Montes
Poseur-03-2215-FC-000164
Research Fellow
Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
Ongoing
2021/11/01 - 2022/03/31 MathE
2018-1-PT01-KA203-047361
Research Fellow
Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
Concluded
2020/02/01 - 2021/02/01 Master Fellow in Renewable Energy and Energetic Efficiency
ERASMUS + icm Double Diploma
Master Student Fellow
Instituto Politécnico de Bragança, Portugal
Concluded
2020/07/01 - 2020/10/01 Verão com a ciência
UIDB/05757/2020
Research Fellow
Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal
 Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book chapter
  1. Amoura, Yahia; Torres, Santiago; Lima, José; Pereira, Ana I.. "Solar Irradiation and Wind Speed Forecasting Based on Regression Machine Learning Models". In Innovations in Bio-Inspired Computing and Applications, 31-51. United States: Springer Nature Switzerland, 2023.
    10.1007/978-3-031-27499-2_4
  2. Amoura, Yahia; Pereira, Ana I.; Lima, José. "A Short Term Wind Speed Forecasting Model Using Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System Models". In Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 189-204. Minho, Portugal: Springer International Publishing, 2022.
    10.1007/978-3-030-97027-7_12
  3. Amoura, Yahia; Pereira, Ana I.; Lima, José; Ferreira, Ângela; Boukli-Hacene, Fouad. "Optimal Energy Management of Microgrid Using Multi-objective Optimisation Approach". In Learning and Intelligent Optimization, 58-76. Springer International Publishing, 2022.
    10.1007/978-3-031-24866-5_5
  4. Azevedo, Beatriz Flamia; Amoura, Yahia; Rocha, Ana Maria A. C.; Fernandes, Florbela P.; Pacheco, Maria F.; Pereira, Ana I.. "Analyzing the MathE Platform Through Clustering Algorithms". In Computational Science and Its Applications – ICCSA 2022 Workshops, 201-218. Springer International Publishing, 2022.
    10.1007/978-3-031-10562-3_15
  5. Amoura, Yahia; Torres, Santiago; Lima, José; Pereira, Ana I.. "Combined Optimization and Regression Machine Learning for Solar Irradiation and Wind Speed Forecasting". In Communications in Computer and Information Science, 215-228. Springer International Publishing, 2022.
    10.1007/978-3-031-23236-7_16
  6. Amoura, Yahia; Pereira, Ana I.; Lima, José. "Optimization Methods for Energy Management in a Microgrid System Considering Wind Uncertainty Data". In Proceedings of International Conference on Communication and Computational Technologies, 117-141. Springer Singapore, 2021.
    10.1007/978-981-16-3246-4_10
  7. AMOURA, YAHIA; Ana Isabel Pereira; José Lima; Fouad Boukli-Hacene. "Optimal Energy Management of a Microgrid System". In 1st Symposium of Applied Science for Young Researchers: proceedings, 61-65. Bragança, Portugal: Instituto Politécnico de Bragança, 2021.
    Published • 10.34620/sasyr_proceedings_2021
  8. Amoura, Yahia; Ferreira, Ângela P.; Lima, José; Pereira, Ana I.. "Optimal Sizing of a Hybrid Energy System Based on Renewable Energy Using Evolutionary Optimization Algorithms". In Communications in Computer and Information Science, 153-168. Springer International Publishing, 2021.
    10.1007/978-3-030-91885-9_12
  9. Azevedo, Beatriz Flamia; Amoura, Yahia; Kantayeva, Gauhar; Pacheco, Maria F.; Pereira, Ana I.; Fernandes, Florbela P.. "Collaborative Learning Platform Using Learning Optimized Algorithms". In Communications in Computer and Information Science, 691-702. Springer International Publishing, 2021.
    10.1007/978-3-030-91885-9_52
Conference paper
  1. AMOURA, YAHIA; José Lima; Santiago Torres; Ana Isabel Pereira. "A Statistical Estimation of Wind Data Generation in the Municipality of Bragança, Portugal.". Paper presented in 13th International Conference on Power, Energy and Electrical Engineering, 2023.
    Accepted
Journal article
  1. Amoura, Yahia; Torres, Santiago; Lima, José; Pereira, Ana I.. "Hybrid optimisation and machine learning models for wind and solar data prediction". International Journal of Hybrid Intelligent Systems (2023): 1-16. http://dx.doi.org/10.3233/his-230004.
    10.3233/his-230004
Preprint
  1. yahia, amoura; Pereira, Ana Isabel; Lima, José; Ferreira, Angela; Boukli-Hacene, Fouad; Abdelfettah, Kerboua. "Smart Microgrid Management: A Hybrid Optimisation Approach". 2020. http://dx.doi.org/10.21203/rs.3.rs-118351/v1.
    10.21203/rs.3.rs-118351/v1
Thesis / Dissertation
  1. AMOURA, YAHIA. "Optimal Energy Mangement of a microgrid system". Master, Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, 2021. http://hdl.handle.net/10198/23725.
  2. AMOURA, YAHIA. "Optimal sizing by particle swarm and genetic algorithm of a hybrid energy system for the supply of the administrative block of SARL BOUBLENZA.". Master, Superior School of Applied Sciences of Tlemcen in Algeria, 2020. http://hdl.handle.net/STDB_UNAM/171.
Activities

Association member

Society Organization name Role
2017/09/01 - 2020/09/01 Scientific University Club Techsquad Member in Inovation Department

Committee member

Activity description
Role 		Institution / Organization
2018/11/12 - 2018/11/13 Member organiser of the international startup weekend and web days under the supervision of founder family, an international committee of startups organization.
Coordinator
 Superior School of Applied Sciences of Tlemcen in Algeria, Algeria
2015/10/01 - 2017/05/15 University Sports Club "GRIFFINZ"
President / Vice-president
 Preparetory school in sciences and techniques of algiers (ESPSTA), Algeria

Conference scientific committee

Conference name Conference host
2022/10/24 - 2022/10/25 International Conference on Optimization, Learning Algorithms and Applications (OL2A 2022)
Distinctions

Other distinction

2019 The total realization of a double-axis "solar tracker" project
Superior School of Applied Sciences of Tlemcen in Algeria, Algeria
2018 The realization of a "gas leak detector" project based on Arduino as part of the embedded system course.
Superior School of Applied Sciences of Tlemcen in Algeria, Algeria