João M. Lemos

ORCID: 0000-0003-3149-8035
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About
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Research Areas
  • Advanced Control Systems Optimization
  • Control Systems and Identification
  • Fault Detection and Control Systems
  • Solar Thermal and Photovoltaic Systems
  • Anesthesia and Sedative Agents
  • Photovoltaic System Optimization Techniques
  • Video Surveillance and Tracking Methods
  • Anomaly Detection Techniques and Applications
  • Adaptive Control of Nonlinear Systems
  • Mathematical Biology Tumor Growth
  • Mathematical and Theoretical Epidemiology and Ecology Models
  • Human Pose and Action Recognition
  • Hydraulic flow and structures
  • Water Systems and Optimization
  • Anesthesia and Neurotoxicity Research
  • Intensive Care Unit Cognitive Disorders
  • Process Optimization and Integration
  • Spacecraft Dynamics and Control
  • HIV Research and Treatment
  • Adaptive Dynamic Programming Control
  • Fuzzy Logic and Control Systems
  • Iterative Learning Control Systems
  • Gene Regulatory Network Analysis
  • Hydraulic and Pneumatic Systems
  • Advanced Vision and Imaging

Polytechnic Institute of Viana do Castelo
2023-2025

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento
2015-2024

University of Lisbon
2015-2024

Universidade Nova de Lisboa
2004-2024

Sprint (United States)
2023

Hospital do Divino Espírito Santo
2023

Instituto Superior Técnico
2012-2022

Instituto Politécnico de Lisboa
1987-2018

Lusíada University of Lisbon
2017

University of Coimbra
2015

A critical characteristic of most WECs (wave energy converters) is the large peak-to-average power ratio. This poses many challenges to design high-efficient PTO (power take-off) systems and, even more importantly, integrate this form renewable into grids. The OWC (oscillating water column) are devices whose uses an air turbine as primary converter. Besides its inherent simplicity, probably greatest advantage based ability control or dissipate any excess available system that may occur in...

10.1016/j.energy.2016.04.098 article EN cc-by-nc-nd Energy 2016-05-24

A major issue in drug delivery systems is the high level of uncertainty due to inter- and intrapatient variations dynamics absorption metabolism. This paper proposes an approach tackle this problem based on supervised multimodel adaptive control (SMMAC). Although specific case neuromuscular-blockade-level patients subject general anesthesia considered, overall procedure can be applied other physiological variables. Design guidelines implement SMMAC are presented, together with clinical cases...

10.1109/tcst.2008.2005995 article EN IEEE Transactions on Control Systems Technology 2009-04-18

This paper deals with temperature control in an industrial-scale distributed collector solar field. The need for adaptive arises from the highly time-varying behaviour of both plant dynamics and radiation effects field due to atmospheric changes. problem consists keeping constant outlet oil by acting on flow. manipulated variable is chosen so as minimize a receding horizon quadratic cost. underlying law model-based predictive type, adaptively implemented MUSMAR algorithm, modified exploit...

10.1002/(sici)1099-1115(199706)11:4<327::aid-acs411>3.0.co;2-z article EN International Journal of Adaptive Control and Signal Processing 1997-06-01

Distributed collector solar fields are spatially distributed engineering systems, which aim at collecting and storing energy from radiation. They formed by mirrors concentrate direct incident sun light in a pipe where fluid, able to accumulate thermic energy, flows. From the control point of view, objective considered here consists making outlet oil temperature track reference signal manipulating flow, possible presence fast disturbances caused passing clouds. Although this plant may be...

10.1109/tcst.2003.816407 article EN IEEE Transactions on Control Systems Technology 2003-09-01

SUMMARY This survey paper aims, to present in a systematic way, the ‘state‐of‐the‐art’ of class so called optimized adaptive control methodologies, where systems theory is complemented by optimal theory. It based on literature published since 1958 and emphasizes results with proven industrial relevance. After recalling previous systems, that had prepared ground for new ideas, analysis departs from work predictive mid 1970s, which provided conceptual basis development this kind technique....

10.1002/acs.2313 article EN International Journal of Adaptive Control and Signal Processing 2012-07-24

Purpose: Our study aims to 1) characterize and analyze food intake typical external load in young soccer players over a normal microcycle; 2) correlate energy macronutrient with training parameters. Methods: Eighteen high-level junior male (17.61 ± 0.49 years old) had their nutritional assessed during mid-season competitive week November 2022, which included two matches structured schedule. Anthropometric measurements, following ISAK methodology, were taken by certified technician. Dietary...

10.1177/17479541251333953 article EN International Journal of Sports Science & Coaching 2025-04-15

This paper describes an algorithm for tracking groups of objects in video sequences. The main difficulties addressed this work concern total occlusions the to be tracked as well group merging and splitting. A two layer solution is proposed overcome these difficulties. first produces a set spatio temporal strokes based on low level operations which manage track active regions most time. second performs consistent labeling detected segments using statistical model Bayesian networks. network...

10.1109/cvprw.2003.10103 article EN 2003-06-01

10.1016/j.bspc.2007.07.011 article EN Biomedical Signal Processing and Control 2007-07-01

The problem addressed in this article consists of the motion control a quadrotor affected by model disturbances and uncertainties. In order to tackle uncertainty, adaptive based on reinforcement learning is used. distinctive feature article, comparison with other works using learning, exploration underlying optimal which quadratic cost linear dynamics allow for an algorithm that runs real time. Instead identifying plant model, adaptation obtained approximating performance index given...

10.3390/eng5020030 article EN cc-by Eng—Advances in Engineering 2024-03-28

O Acidente Vascular Cerebral (AVC) é uma das principais causas de morbidade e mortalidade entre a população idosa. objetivo deste estudo foi analisar fatores risco estratégias prevenção do AVC em idosos, com foco no controle hipertensão, uso medicamentos, mudanças estilo vida adesão ao tratamento. Para isso, realizada revisão integrativa da literatura, análise artigos publicados nos últimos cinco anos. As bases dados utilizadas foram PubMed Biblioteca Virtual Saúde (BVS), os critérios...

10.51891/rease.v11i3.18472 article PT Revista Ibero-Americana de Humanidades, Ciências e Educação 2025-03-25

Generalized-predictive-control- (GPC-) type laws are developed in order to obtain a guaranteed stable closed-loop system. The design methodology consists of an input/output receding-horizon control strategy based on the minimization multistep quadratic cost under constraint that terminal state vanish. resulting law, denominated SIORHC, provides stabilizing feedback gains for finite-horizon criteria. A special case which GPC and SIORHC coincide, hence is proved yield stability, also...

10.1109/cdc.1990.203454 article EN 1990-01-01

Abstract Penicillin‐G fermentation with industrial media in 1 m 3 stirred tank bioreactors was studied. A model based on the Bajpai–Reuss structure developed. Under typical production conditions catabolite repression is nonidentifiable and extensive mycelium differentiation occurs. Thus, original reformulated, neglecting glucose of penicillin including biomass autolysis. The multi‐substrate nature critically analysed. By combining two most important carbon substrates present, a simple...

10.1002/jctb.280610207 article EN Journal of Chemical Technology & Biotechnology 1994-10-01

Networks are prevalent in many human activities such as communication, transport, energy, and water delivery drainage. Large networks that spread over wide-space areas cross the borders of different administrative regions, or even countries, managed by regional decision centers may have to comply with legal requirements. With networking comes complexity need coordinate local decisions, which is an issue for control optimization can provide significant contributions. The sources many,...

10.1109/mcs.2012.2214126 article EN IEEE Control Systems 2012-11-16
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