Personal identification

Full name

João Miguel Guerreiro Dias Alves Lourenço

Citation names

• Lourenço, João
• J.M. Lourenço
• J.M.A. Lourenço
• João Miguel Lourenço

Author identifiers

Ciência ID

A611-3830-5722

	Degree	Classification
2006 Concluded	Engenharia Electrotécnica e de Computadores (Doutoramento) Universidade de Lisboa, Portugal "Controlo Adaptativo Baseado em Modelos Múltiplos" (THESIS/DISSERTATION)	Aprovado por unanimidade
1995 Concluded	Investigação Operacional e Engenharia de Sistemas (Mestrado) Universidade de Lisboa, Portugal "Regras de Compra de Mercadorias" (THESIS/DISSERTATION)	Muito Bom
1991 Concluded	Engenharia Mecânica (Licenciatura) Universidade de Lisboa, Portugal	13

Teaching in Higher Education

	Category Host institution	Employer
2020/10/01 - Current	Teacher Coordinator (Polytechnic Teacher)	Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
1995/12/01 - 2020/09/30	Adjunct Teacher (Polytechnic Teacher)	Instituto Politécnico de Setúbal Escola Superior de Tecnologia de Setúbal, Portugal
1993/02 - 1995	Assistant (Polytechnic Teacher)	Instituto Politécnico de Setúbal, Portugal

Other

	Designation	Funders
2020/01/15 - Current	3DGelComp vccxv Researcher	Ongoing

Publications

Book chapter	Costa, Nuno; Lourenço, João. "PARETO SOLUTION SELECTION BASED ON QUALITY OF PREDICTION". In IAENG Transactions on Engineering Sciences Special Issue for the International Association of Engineers Conferences 2016, 92-103. Singapura, Singapore: World Scientific Publishing Co. Pte. Ltd., 2018. Published • 10.1142/9789813230774_0007 Costa, Nuno Ricardo; Lourenço, João Alves. "Exploring Pareto Frontiers in the Response Surface Methodology". In Transactions on Engineering Technologies, 399-412. Dordrecht: Springer Netherlands, 2015. Published • 10.1007/978-94-017-9804-4_27 Nabais, J. Lemos; Negenborn, Rudy R; Benítez, R. B. Carmona; Mendonça, Luís F; Lourenço, João; Botto, M. Ayala. "A Multi-agent Control Architecture for Supply Chains Using a Predictive Pull-Flow Perspective". In Highlights on Practical Applications of Agents and Multi-Agent Systems, 94-105. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013. Published • 10.1007/978-3-642-38061-7_10 Lourenço, João; Nuno Costa; Zulema Lopes Pereira. "OPTIMIZATION OF THE MEAN AND STANDARD DEVIATION OF MULTIPLE RESPONSES". In IAENG TRANSACTIONS ON ENGINEERING TECHNOLOGIES, 216-229. Singapore: World Scientific Publishing Co. Pte. Ltd, 2011. Published • 10.1142/9789814390019_0016
Conference paper	Lourenço, João; Costa, Nuno Ricardo. "Responses’ Prediction Standard Error Analysis Error in Pareto Solutions". Paper presented in CMAME 2016 : 2016 4th International Conference on Mechanical, Automotive and Materials Engineering (CMAME 2016), Shanghai, China, 2016. Published Lourenço, João. "Quality of Prediction Analysis in Pareto Solutions". Paper presented in World Congress on Engineering 2016, Londres, 2016. Published Lourenço, João; João L. Nabais; Miguel A, Botto; Negenborn, Rudy R; Mendonça, Luís F. "A Multi-Agent Control Architecture for Supply Chains using a Predictive Pull-Flow Perspective". Paper presented in 11th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS'13), Salamanca, 2013. Published Lourenço, João; João L. Nabais; Miguel A, Botto. "Modular Modeling for Large Scale Canal Networks". Paper presented in 10th Portuguese Conference on Automatic Control, Funchal, 2012. Published Lourenço, João; Nuno Costa; Zulema Lopes Pereira. "Mean and standard deviation optimization of multiple responses (IMECS)". Paper presented in International Multi Conference of Engineers and Computer Scientists (IMECS 2011), Hong-Kong, 2011. Published Lourenço, João; Costa, Nuno; Pereira, Zulema L.. "Multiresponse Optimization under Adverse Variance Conditions: Applications using a Desirability based Method". Paper presented in 17th ISSAT international conference – Reliability & Quality in Design, Vancouver, 2011. Published Lourenço, João; Paulo Santos. "Short-term load forecasting using a Gaussian Process Model - The influence of a derivative term in the input regressor". Paper presented in 25th Mini-EURO Conference Uncertainty and Robustness in Planning and Decision Making (URPDM 2010), Coimbra, 2010. Published Lourenço, João; J.M. Lemos. "On-line model bank enlargement for multiple model adaptive control". Paper presented in European Control Conference 2007, Kos, 2007. Published Lourenço, João; J.M. Lemos. "Predictive Multiple Model Adaptive Control of Plants with Fast Changing Dynamics". Paper presented in NMPC'06, IFAC Workshop on Nonlinear Model Predictive Control for Fast Systems 2006, Grenoble, 2006. Published Lourenço, João; J.M. Lemos. "On-Line Learning for Multiple Model Adaptive Control". Paper presented in 7 th Portuguese conference on Automatic Control, Lisboa, 2006. Published Lourenço, João; Lemos, J.M.. "A Quadratic Cost Controller Tuner based on Predictive Adaptive Control". Paper presented in 6 th Portuguese Conference on Automatic Control, Faro, 2004. Published
Journal article	Costa, Nuno; Lourenço, João. "Desirability-based post-hoc selection of Pareto solutions". International Journal of Management Science and Engineering Management 19 3 (2024): 251-260. http://dx.doi.org/10.1080/17509653.2023.2296876. 10.1080/17509653.2023.2296876 Costa, Nuno; Lourenço, João. "Assessing the resilience of optimal solutions in multiobjective problems". Chemometrics and Intelligent Laboratory Systems 239 (2023): 104850. http://dx.doi.org/10.1016/j.chemolab.2023.104850. Published • 10.1016/j.chemolab.2023.104850 Costa, Nuno; Lourenço, João. Corresponding author: Costa, Nuno. "Bi-Objective Optimization Problems—A Game Theory Perspective to Improve Process and Product". Sustainability 14 22 (2022): 14910. http://dx.doi.org/10.3390/su142214910. Open access • Published • 10.3390/su142214910 Pires, V. Fernão; Pombo, A. Vieira; Lourenço, João Miguel. "Multi-objective optimization with post-pareto optimality analysis for the integration of storage systems with reactive-power compensation in distribution networks". Journal of Energy Storage 24 (2019): 100769. http://dx.doi.org/10.1016/j.est.2019.100769. 10.1016/j.est.2019.100769 Lourenco, Joao Miguel; Lebensztajn, Luiz. "Post-Pareto Optimality Analysis With Sum of Ranking Differences". IEEE Transactions on Magnetics 54 8 (2018): 1-10. Published • 10.1109/TMAG.2018.2836327 Lourenço, João; Costa, Nuno. "Reproducibility of nondominated solutions". Chemometrics and Intelligent Laboratory Systems 168 0 (2017): 1-9. https://doi.org/10.1016/j.chemolab.2017.07.002. Published Costa, Nuno Ricardo; Lourenço, João. "Gaussian Process Model - An Exploratory Study in the Response Surface Methodology". Quality and Reliability Engineering International 32 7 (2016): 2367-2380. Published • 10.1002/qre.1940 Costa, Nuno Ricardo; Lourenço, João. "Multiresponse problems: desirability and other optimization approaches". Journal of Chemometrics 30 12 (2016): 702-714. Published • 10.1002/cem.2848 Costa, Nuno Ricardo; Lourenço, Joao. "Simulation of real-life situations in multiresponse problems: a contribution to criteria evaluation in the RSM framework". International Journal of Operational Research 23 1 (2015): 15-45. Published • 10.1504/IJOR.2015.068742 Lourenço, João; Nuno Costa. "On the generation and selection of solutions to multiple response problems". International Journal of Industrial and Systems Engineering 20 4 (2015): 437-456. Published Lourenco, Joao Miguel; Lebensztajn, Luiz. "Surrogate Modeling and Two-Level Infill Criteria Applied to Electromagnetic Device Optimization". IEEE Transactions on Magnetics 51 3 (2015): 1-4. Published • 10.1109/TMAG.2014.2362980 Lourenço, João; Lebensztajn, Luiz; Daniela Wolter Ferreira Touma. "An Experience with Surrogate Functions on the Design of a Transcutaneous Energy Transfer System". Journal of Microwaves, Optoelectronics and Electromagnetic Applications 14 SI-1 (2015): 123-135. http://www.jmoe.org/index.php/jmoe/article/view/467. Published Costa, Nuno; Lourenço, João. "A comparative study of multiresponse optimization criteria working ability". Chemometrics and Intelligent Laboratory Systems 138 (2014): 171-177. Published • 10.1016/j.chemolab.2014.08.004 Lourenço, J.M.; Lemos, J.M.; Marques, J.S.. "Control of neuromuscular blockade with Gaussian process models". Biomedical Signal Processing and Control 8 3 (2013): 244-254. Published • 10.1016/j.bspc.2012.10.007 Costa, Nuno Ricardo; Lourenço, João; Pereira, Zulema Lopes. "Multiresponse Optimization and Pareto Frontiers". Quality and Reliability Engineering International 28 7 (2012): 701-712. Published • 10.1002/qre.1262 Lourenço, João; Paulo Santos. "Short-term load forecasting using a Gaussian Process Model : The influence of a derivative term in the input regressor". Intelligent Decision Technologies 6 (2012): 273-281. Published • 10.3233/IDT-2012-0143 Costa, Nuno; Lourenço, João; Pereira, Zulema Lopes. "Responses modeling and optimization criteria impact on the optimization of multiple quality characteristics". Computers & Industrial Engineering 62 4 (2012): 927-935. Published • 10.1016/j.cie.2011.12.015 Costa, Nuno R.; Lourenço, João; Pereira, Zulema L.. "Desirability function approach: A review and performance evaluation in adverse conditions". Chemometrics and Intelligent Laboratory Systems 107 2 (2011): 234-244. Published • 10.1016/j.chemolab.2011.04.004 Lourenço, João; J.M. Lemos. "Predictive adaptive control of plants with online structural changes based on multiple models". International Journal of Adaptive Control and Signal Processing 22 (2008): 774-794. Published J. Lourenço; J.M. Lemos. "Learning in switching multiple model adaptive control". IEEE Instrumentation & Measurement Magazine 3 (2006): 24-29. Published

Award

2018	Certificate of Outstanding Contribution in Reviewing Elsevier BV, Netherlands