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Tatiana de Fátima Martins Pinho. Concluiu o(a) Doutoramento em Doutoramento em Engenharia Electrotécnica e de Computadores em 2018 pelo(a) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Mestrado em Engenharia de Energias em 2013 pelo(a) Universidade de Trás-os-Montes e Alto Douro e Licenciatura em Engenharia de Energias em 2011 pelo(a) Universidade de Trás-os-Montes e Alto Douro. É Investigador Contratado no(a) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência. Publicou 21 artigos em revistas especializadas. Possui 3 capítulo(s) de livros e 1 livro(s). Organizou 1 evento(s). Participou em 1 evento(s). Recebeu 5 prémio(s) e/ou homenagens. Participa e/ou participou como Bolseiro de Investigação em 1 projeto(s) e Investigador em 1 projeto(s). Nas suas atividades profissionais interagiu com 181 colaborador(es) em coautorias de trabalhos científicos. No seu currículo Ciência Vitae os termos mais frequentes na contextualização da produção científica, tecnológica e artístico-cultural são: Electrical Engineering and Computer Engineering - Automation; Control and Robotics; .
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Identification

Personal identification

Full name
Tatiana de Fátima Martins Pinho

Citation names

  • Pinho, Tatiana

Author identifiers

Ciência ID
9A16-C743-307D
ORCID iD
0000-0002-1403-7221

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Upper intermediate (B2) Advanced (C1) Advanced (C1) Advanced (C1)
Italian Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
German Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
French Beginner (A1) Elementary (A2) Beginner (A1) Elementary (A2)
Education
Degree Classification
2018
Concluded
 Doutoramento em Engenharia Electrotécnica e de Computadores (Doutoramento)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
"Models and predictive control systems applied to the forest-based industry" (THESIS/DISSERTATION)
 Aprovado com Muito Bom
2013
Concluded
 Engenharia de Energias (Mestrado)
Universidade de Trás-os-Montes e Alto Douro, Portugal
"Modelos de previsão da radiação solar para aplicações em sistemas de energia" (THESIS/DISSERTATION)
 18
2011
Concluded
 Engenharia de Energias (Licenciatura)
Universidade de Trás-os-Montes e Alto Douro, Portugal
"n/a" (THESIS/DISSERTATION)
 17
Affiliation

Science

Category
Host institution 		Employer
2020 - Current Contracted Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Others

Category
Host institution 		Employer
2018/05/01 - 2020 Post-Doctoral Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2014/03/01 - 2018/02/28 PhD fellowship Fundação para a Ciência e a Tecnologia, Portugal
2013/09/01 - 2014/02/28 Fellowship - Projet OCHERA Controlo Ótimo: Aplicações em Saúde, Energia e Robótica Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Projects

Contract

Designation Funders
2018 - 2020/06/30 Integrated Monitoring and Control of Water, Nutrients and Plant Protection Products towards a Sustainable Agricultural Sector
WaterJPI/0001/2016
Researcher
Ongoing
2013/09/01 - 2014/02/28 Optimal Control: Health, Energy and Robotics Applications
info:eu-repo/grantAgreement/FCT/COMPETE/126549/PT
Research Fellow
Universidade do Algarve Faculdade de Ciências e Tecnologia
Outputs

Publications

Book
  1. J. P. Coelho; Pinho, Tatiana; J. Boaventura Cunha. Hidden Markov Models: Theory and Implementation using MATLAB(R). CRC Press, Taylor & Francis Group. 2019.
Book chapter
  1. Francisco Oliveira; Vítor Tinoco; António Valente; Tatiana Pinho; José Boaventura Cunha; Filipe N. Santos. "Pruning End-Effectors State of the Art Review". 2025.
    10.1007/978-3-031-73497-7_14
  2. João Paulo Coelho; Higor Vendramini Rosse; José Boaventura-Cunha; Tatiana M. Pinho. "Cyberphysical Network for Crop Monitoring and Fertigation Control". 2019.
    10.1007/978-3-030-30241-2_18
  3. Pinho, TM; Campos, D; Boaventura-Cunha, J; Azevedo, A; Paulo Moreira, A. "Reduction of Drying Process Time of Natural Cork Stoppers Process in Lean Improvement Efforts". 2016.
    10.1007/978-3-319-45748-2_29
Conference abstract
  1. C. Rosset; J. Scholz; J. Boaventura Cunha; Pinho, Tatiana; J. Rasinmäki; A.F. Marques. "Planning and Control of Forest-Based Supply Chains utilizing an Integrated Model-Based Approach with Focus on Forest Ecosystem Management". Paper presented in 16th Symposium for Systems Analysis in Forest Resources 2015 (SSAFR 2015), 2015.
  2. Pinho, Tatiana; B. Oliveira; A. Marques; J. Boaventura Cunha; D. Podpokaev; J. Rasinmäki. "Integration of OR and MPC techniques to the biomass supply chain for energy production". Paper presented in 16th Symposium for Systems Analysis in Forest Resources 2015 (SSAFR 2015), 2015.
Conference paper
  1. Pedro Moura; Isabel Pinheiro; Francisco Terra; Tatiana Pinho; Filipe Santos. "Machine Vision for Smart Trap Bandwidth Optimization and New Threat Identification". 2023.
    10.3390/IECAG2023-15993
  2. Adao, T; Soares, A; Padua, L; Guimaraes, N; Pinho, T; Sousa, JJ; Morais, R; Peres, E. "MYSENSE-WEBGIS: A GRAPHICAL MAP LAYERING-BASED DECISION SUPPORT TOOL FOR AGRICULTURE". 2020.
    10.1109/igarss39084.2020.9323885
  3. S. Mehmeti; Pinho, Tatiana; J. Boaventura Cunha. "Development of an intelligent control system for water and nutrient management for fertigation systems". Paper presented in International Conference on Digital Agro-food & Forestry (r)evolution, 2019.
  4. Telmo Adão; L. Pádua; Pinho, Tatiana; J. Hruska; A. Sousa; J.J. Sousa; R. Morais; E. Peres. "Multi-purpose chestnut clusters detection using deep learning: a preliminary approach". Paper presented in International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2019.
  5. T. Adão; Pinho, Tatiana; L. Pádua; N. Santos; A. Sousa; J.J. Sousa; E. Peres. "Using virtual scenarios to produce machine learnable environments for wildfire detection and segmentation". Paper presented in International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, 2019.
  6. Adão, T; Pinho, TM; Ferreira, A; Sousa, A; Pádua, L; Sousa, J; Sousa, JJ; Peres, E; Morais, R. "Digital ampelographer: A CNN based preliminary approach". 2019.
    10.1007/978-3-030-30241-2_23
  7. S. Vidal; Pinho, Tatiana; J. Boaventura Cunha; J. Oliveira; P.M. Oliveira. "Fertigation Equipment and Control Techniques: A Review". Paper presented in Proceedings of the European Agricultural Conference, 2018.
  8. N.O.G. Fernandes; M. Thurer; Pinho, Tatiana; P. Torres; S. Carmo-Silva. "Simulation optimization: a new job release approach for Industry 4.0". Paper presented in 20th International Working Seminar on Production Economics, 2018.
  9. Oliveira, J; Pinho, TM; Coelho, J; Boaventura-Cunha, J; Moura Oliveira, P. "A Sliding Mode-Based Predictive Strategy for Irrigation Canal Pools". 2018.
    10.29007/zsc2
  10. Vidal, S; Oliveira, PM; Oliveira, J; Pinho, T; Cunha, JB. "Posicast Based Experiments to Motivate Undergraduates to Control Engineering". 2018.
    10.1109/controlo.2018.8514271
  11. Pinho, TM; Coelho, JP; Veiga, G; Moreira, AP; Boaventura Cunha, J. "Soft computing optimization for the biomass supply chain operational planning". 2018.
    10.1109/controlo.2018.8514282
  12. Pinho, TM; Coelho, JP; Oliveira, J; Boaventura Cunha, J. "An overview on visual sensing for automatic control on smart farming and forest management". 2018.
    10.1109/controlo.2018.8514543
  13. Coelho, JP; Santos, P; Pinho, TM; Boaventura Cunha, J; Oliveira, J. "Instrumentation and Control of an Industrial Sewing Station". 2018.
    10.1109/controlo.2018.8514280
  14. Tavares, P; Pinho, TM; Boaventura Cunha, J; Moreira, AP. "Model predictive control of a conveyor-based drying process applied to cork stoppers". 2017.
    10.1007/978-3-319-43671-5_52
  15. Pinho, TM; Coelho, JP; Moreira, AP; Boaventura Cunha, J. "Model predictive control applied to a supply chain management problem". 2017.
    10.1007/978-3-319-43671-5_15
  16. Coelho, JP; Pinho, TM; Boaventura Cunha, J; de Oliveira, JB. "A new brain emotional learning Simulink (R) toolbox for control systems design". 2017.
    10.1016/j.ifacol.2017.08.1912
  17. de Oliveira, JB; Pinho, TM; Coelho, JP; Boaventura Cunha, J; Oliveira, PM. "Optimized Fractional Order Sliding Mode Controller for Water Level in Irrigation Canal Pool". 2017.
    10.1016/j.ifacol.2017.08.1137
  18. Pinho, TM; Coelho, JP; Veiga, G; Paulo Moreira, AP; Oliveira, PM; Boaventura Cunha, J. "Predictive model based architecture for energy biomass supply chains tactical decisions". 2017.
    10.1016/j.ifacol.2017.08.1142
  19. Oliveira, J; Oliveira, PM; Pinho, TM; Boaventura Cunha, J. "Swarm-based Auto-tuning of PID Posicast Control for Uncertain Systems". 2017.
    10.1109/med.2017.7984297
  20. Pinho, TM; Coelho, JP; Boaventura Cunha, J. "Forest-based supply chain modelling using the SimPy simulation framework". 2016.
    10.1016/j.ifacol.2016.03.016
  21. Pinho, TM; Coelho, JP; Paulo Moreira, AP; Boaventura Cunha, J. "Modelling a biomass supply chain through discrete-event simulation". 2016.
    10.1016/j.ifacol.2016.03.015
  22. Pinho, Tatiana; D. Campos; J. Boaventura Cunha; A. Azevedo; A.P. Moreira. "Reduction of Drying Process Time of Natural Cork Stoppers Process in Lean Improvement Efforts". Paper presented in 9th International Conference on Industrial Engineering and Industrial Management, XXI International Conference on Industrial Engineering and Operations Management, International IIE Conference 2015, 2015.
  23. Pinho, T; Moreira, AP; Boaventura Cunha, J. "Framework Using ROS and SimTwo Simulator for Realistic Test of Mobile Robot Controllers". 2015.
    10.1007/978-3-319-10380-8_72
  24. Coelho, JP; Pinho, TM; Cunha, JB. "FPGA Implementation of a Multi-Population PBIL Algorithm". 2015.
    10.5220/0005610402790286
  25. Pinho, Tatiana; B. Lopes; R. Carvalho; J.A. Santos. "Avaliação do potencial eólico offshore na Península Ibérica. Evaluation of offshore wind potential in Iberian Peninsula". Paper presented in 7ª Asamblea Hispano-Portuguesa de Geodesia y Geofisica, 2012.
Conference poster
  1. Pinho, Tatiana; P. Jorge; F. Silva; S. Evran; S. Timur; J. Boaventura Cunha. "AGRINUPES - Integrated Monitoring and Control of Water, Nutrients and Plant Protection Products towards a Sustainable Agricultural Sector". Paper presented in International Conference on Digital Agro-food & Forestry (r)evolution, 2019.
  2. S. Mehmeti; Pinho, Tatiana; J. Boaventura Cunha. "Soil nutrient sensing technology and fertigation control systems for precision agriculture: a review". Paper presented in International Conference on Digital Agro-food & Forestry (r)evolution, 2019.
  3. Pinho, Tatiana; B. Lopes; R. Carvalho; J.A. Santos; M.L.R. Liberato. "Avaliação do potencial eólico offshore na Península Ibérica. Evaluation of offshore wind potential in Iberian Peninsula". Paper presented in 7ª Asamblea Hispano-Portuguesa de Geodesia y Geofisica, 2012.
Journal article
  1. Francisco Oliveira; Daniel Queirós da Silva; Vítor Filipe; Tatiana Martins Pinho; Mário Cunha; José Boaventura Cunha; Filipe Neves dos Santos. "Enhancing Grapevine Node Detection to Support Pruning Automation: Leveraging State-of-the-Art YOLO Detection Models for 2D Image Analysis". Sensors (2024): https://doi.org/10.3390/s24216774.
    10.3390/s24216774
  2. Silva, F.M.; Queirós, C.; Pinho, T.; Boaventura, J.; Santos, F.; Barroso, T.G.; Pereira, M.R.; Cunha, M.; Martins, R.C.. "Reagent-less spectroscopy towards NPK sensing for hydroponics nutrient solutions". Sensors and Actuators B: Chemical 395 (2023): 134442. http://dx.doi.org/10.1016/j.snb.2023.134442.
    10.1016/j.snb.2023.134442
  3. Sandro Costa Magalhães; Luís Castro; Leandro Rodrigues; Tiago Cerveira Padilha; Frederico de Carvalho; Filipe Neves dos Santos; Tatiana Pinho; et al. "Toward Grapevine Digital Ampelometry Through Vision Deep Learning Models". IEEE Sensors Journal (2023): https://doi.org/10.1109/JSEN.2023.3261544.
    10.1109/JSEN.2023.3261544
  4. Isabel Pinheiro; André Aguiar; André Figueiredo; Tatiana Pinho; António Valente; Filipe Santos. "Nano Aerial Vehicles for Tree Pollination". Applied Sciences (2023): https://doi.org/10.3390/app13074265.
    10.3390/app13074265
  5. Germano Moreira; Sandro Augusto Magalhães; Tatiana Pinho; Filipe Neves dos Santos; Mário Cunha. "Benchmark of Deep Learning and a Proposed HSV Colour Space Models for the Detection and Classification of Greenhouse Tomato". Agronomy 12 2 (2022): 356-356. https://doi.org/10.3390/agronomy12020356.
    10.3390/agronomy12020356
  6. André Silva Aguiar; Sandro Augusto Magalhães; Filipe Neves dos Santos; Luis Castro; Tatiana Pinho; João Valente; Rui Martins; José Boaventura-Cunha. "Grape Bunch Detection at Different Growth Stages Using Deep Learning Quantized Models". Agronomy 11 9 (2021): 1890-1890. https://doi.org/10.3390/agronomy11091890.
    10.3390/agronomy11091890
  7. Adao, T; Pinho, T; Padua, L; Magalhaes, LG; Sousa, JJ; Peres, E. "Prototyping IoT-Based Virtual Environments: An Approach toward the Sustainable Remote Management of Distributed Mulsemedia Setups". APPLIED SCIENCES-BASEL (2021):
    10.3390/app11198854
  8. Silva, AF; Löfkvist, K; Gilbertsson, M; Os, EV; Franken, G; Balendonck, J; Pinho, TM; et al. "Hydroponics Monitoring through UV-Vis Spectroscopy and Artificial Intelligence: Quantification of Nitrogen, Phosphorous and Potassium". Chemistry Proceedings (2021):
    10.3390/csac2021-10448
  9. Mendes, Jorge; Pinho, Tatiana M.; Neves dos Santos, Filipe; Sousa, Joaquim J.; Peres, Emanuel; Boaventura-Cunha, José; Cunha, Mário; Morais, Raul. "Smartphone Applications Targeting Precision Agriculture Practices—A Systematic Review". Agronomy 10 6 (2020): 855. http://dx.doi.org/10.3390/agronomy10060855.
    10.3390/agronomy10060855
  10. Oliveira, J; Oliveira, PM; Boaventura-Cunha, J; Pinho, T. "Evaluation of Hunting-Based Optimizers for a Quadrotor Sliding Mode Flight Controller". Robotics (2020):
    10.3390/robotics9020022
  11. Nuno O. Fernandes; Matthias Thürer; Tatiana M. Pinho; Pedro Torres; Sílvio Carmo-Silva. "Workload control and optimised order release: an assessment by simulation". International Journal of Production Research (2019): https://doi.org/10.1080/00207543.2019.1630769.
    10.1080/00207543.2019.1630769
  12. Scholz, J; De Meyer, A; Marques, AS; Pinho, TM; Boaventura Cunha, J; Van Orshoven, J; Rosset, C; et al. "Digital Technologies for Forest Supply Chain Optimization: Existing Solutions and Future Trends". ENVIRONMENTAL MANAGEMENT (2018):
    10.1007/s00267-018-1095-5
  13. Oliveira, J; Oliveira, PM; Pinho, TM; Cunha, JB. "PID Posicast Control for Uncertain Oscillatory Systems: A Practical Experiment". IFAC-PapersOnLine (2018):
    10.1016/j.ifacol.2018.06.130
  14. Pinho, TM; Coelho, JP; Oliveira, PM; Oliveira, B; Marques, A; Rasinmäki, J; Moreira, AP; Veiga, G; Boaventura Cunha, J. "Routing and schedule simulation of a biomass energy supply chain through SimPy simulation package". Applied Computing and Informatics (2018):
    10.1016/j.aci.2018.06.004
  15. Pinho, TM; Coelho, JP; Oliveira, JB; Cunha, JB. "Comparative Analysis between LDR and HDR Images for Automatic Fruit Recognition and Counting". J. Sensors (2017):
    10.1155/2017/7321950
  16. Oliveira, J; Oliveira, PM; Boaventura Cunha, J; Pinho, T. "Chaos-based grey wolf optimizer for higher order sliding mode position control of a robotic manipulator". NONLINEAR DYNAMICS (2017):
    10.1007/s11071-017-3731-7
  17. Tatiana M. Pinho; João Paulo Coelho; Germano Veiga; A. Paulo Moreira; José Boaventura-Cunha. "A Multilayer Model Predictive Control Methodology Applied to a Biomass Supply Chain Operational Level". Complexity (2017):
    10.1155/2017/5402896
  18. Coelho, JP; Pinho, TM; Boaventura Cunha, J. "Controller System Design Using the Coefficient Diagram Method". ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING (2016): https://www.authenticus.pt/P-00K-M8Q.
    10.1007/s13369-016-2235-y
  19. Tatiana M. Pinho; A. Paulo Moreira; Germano Veiga; José Boaventura-Cunha. "Overview of MPC applications in supply chains: Potential use and benefits in the management of forest-based supply chains". Forest Syst 24 3 (2015): e039-e039. http://dx.doi.org/10.5424/fs/2015243-08148.
    10.5424/fs/2015243-08148
  20. Pinho, Tatiana; José Boaventura Ribeiro da Cunha; Professor Doutor Raul Manuel Pereira Morais dos Santos. "Tecnologias da eletrónica e da computação na recolha e integração de dados em agricultura de precisão. Electronic and computation technologies in data collection and integration in precision agriculture". Revista de Ciências Agrárias 38 3 (2015): 291-304.
  21. O. C. Pinheiro; J. Boaventura Cunha; C.J.P. Dias; Pinho, Tatiana; A. P. Moreira. "Online Parameter Estimation Techniques For Time-Variant Processes With Feedback Control". International Journal of Computer Science Engineering and Applications IX III (2015): 77-87.
Report
  1. J. Boaventura Cunha; Pinho, Tatiana; P. Jorge; F. Silva; S. Carvalho; J. Balendonck; A. Kerç; et al. 2019. D1.4. Project annual report – year 2. Technical Report (AGRINUPES project).
  2. J. Boaventura Cunha; S. Vidal; Pinho, Tatiana; P. Jorge; F. Silva; S. Carvalho; J. Balendonck; et al. 2018. D1.3. Project annual report – year 1.
  3. J. Boaventura Cunha; J. Oliveira; Pinho, Tatiana; P. Oliveira. 2017. D1.1. Project common procedures and quality plan. Technical Report (AGRINUPES project).
  4. J. Boaventura Cunha; J. Oliveira; Pinho, Tatiana; P. Oliveira; K. Löfkvist. 2017. D1.2. Risk management plan. Technical Report (AGRINUPES project).
  5. Pinho, Tatiana; J. P. Coelho; J. Boaventura Cunha; P.M. Oliveira; E. Pires; A.P. Moreira; D. Campos; P. Tavares. 2015. D3.1 - report on the model-based control. Technical Report (FOCUS project).
  6. A. Marques; A.R. Tedim; B. Vivaldi; B. Oliveira; F. Alves; J. Pinho de Sousa; S. Carvalho; et al. 2015. D3.34 - Report on optimal forest planning, Technical Report (FOCUS project).
  7. C. Rosset; A.D. Meyer; U. Fiedler; C. Gollut; K. Jaakkola; J. Künzi; A. Marques; et al. 2014. Deliverable D1.11 - report on the state-of-theart in forest planning and control. Technical Report (FOCUS project).

Other

Other output
  1. Review of nature and biologically inspired metaheuristics for greenhouse environment control. 2020. Oliveira, PM; Solteiro Pires, EJ; Boaventura Cunha, J; Pinho, TM.
    10.1177/0142331220909010
Activities

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2019 - Current Colaboração na organização da conferência “19th EPIA Conference on Artificial Intelligence (2019)” (2019/09)

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2015/04/17 - Current Formadora de um curso de curta duração "Introdução ao Simulink® Aplicações na engenharia", UTAD

Committee member

Activity description
Role 		Institution / Organization
2020 - Current Membro do comité da sessão “Artificial Intelligence and IoT in Agriculture (AIoTA)” na conferência 20th EPIA Conference on Artificial Intelligence (EPIA 2020)
2020 - Current Participação no Programm Committee da conferência 20th EPIA Conference on Artificial Intelligence (EPIA 2020)
2020 - Current Participação no Programm Committee da conferência “14th International Conference on Automatic Control and Soft Computing (CONTROLO 2020)”
2019 - Current Colaboração na organização da conferência “19th EPIA Conference on Artificial Intelligence (2019)”
2018/02 - Current Colaborador estrangeiro no grupo de pesquisa Modelagem, Identificação e Controle de Sistemas Agrários, da Universidade Federal do Rio Grande do Norte
2023 - 2023 Membro do comité da sessão “Artificial Intelligence and IoT in Agriculture (AIoTA)” na conferência EPIA Conference on Artificial Intelligence (EPIA 2023)
2022 - 2022 Membro do program committee da conferência Fifth Iberian Robotics Conference (ROBOT2022)
2022 - 2022 Membro do comité da sessão “Artificial Intelligence and IoT in Agriculture (AIoTA)” na conferência EPIA Conference on Artificial Intelligence (EPIA 2022)
2021 - 2021 Membro do comité da sessão “Artificial Intelligence and IoT in Agriculture (AIoTA)” na conferência EPIA Conference on Artificial Intelligence (EPIA 2021)
2017/11 - 2018/04 Membro da Comissão do Curso do Doutoramento em Engenharia Eletrotécnica e de Computadores
Distinctions

Other distinction

2013 Merit Scholarship (School Year 2012/2013)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2012 Merit Scholarship (School Year 2011/2012)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2011 Merit Scholarship (School Year 2010/2011)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2010 Merit Scholarship (School Year 2009/2010)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2008 Merit Scholarship (School Year 2007/2008 - Curso Científico Humanístico de Ciências e Tecnologias)