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Publications

2016

Special Issue JOMS - Journal of Medical Systems, 2016 on Agent-Empowered HealthCare Systems

Authors
Abreu, PH; Silva, DC; Schumacher, MI; Reis, LP; Faria, BM; Ito, M;

Publication
JOURNAL OF MEDICAL SYSTEMS

Abstract

2016

Multiscale Poincare plots for visualizing the structure of heartbeat time series

Authors
Henriques, TS; Mariani, S; Burykin, A; Rodrigues, F; Silva, TF; Goldberger, AL;

Publication
BMC MEDICAL INFORMATICS AND DECISION MAKING

Abstract
Background: Poincare delay maps are widely used in the analysis of cardiac interbeat interval (RR) dynamics. To facilitate visualization of the structure of these time series, we introduce multiscale Poincare (MSP) plots. Methods: Starting with the original RR time series, the method employs a coarse-graining procedure to create a family of time series, each of which represents the system's dynamics in a different time scale. Next, the Poincare plots are constructed for the original and the coarse-grained time series. Finally, as an optional adjunct, color can be added to each point to represent its normalized frequency. Results: We illustrate the MSP method on simulated Gaussian white and 1/f noise time series. The MSP plots of 1/f noise time series reveal relative conservation of the phase space area over multiple time scales, while those of white noise show a marked reduction in area. We also show how MSP plots can be used to illustrate the loss of complexity when heartbeat time series from healthy subjects are compared with those from patients with chronic (congestive) heart failure syndrome or with atrial fibrillation. Conclusions: This generalized multiscale approach to Poincare plots may be useful in visualizing other types of time series.

2016

Generation of virtual buildings constrained by convex shapes

Authors
Adão, T; Magalhães, L; Peres, E;

Publication
SpringerBriefs in Computer Science

Abstract
The second procedural modelling methodology version that will be addressed in this chapter has a modified treemap-based approach that enables the generation of virtual buildings with floor plans constrained by convex polygons. Other improvements include the input rules simplification and the incorporation of a moderation process to validate each input set (regarding syntax and geometry). © The Author(s) 2016.

2016

Design and Application of a Power Unit to Use Plug-In Electric Vehicles as an Uninterruptible Power Supply

Authors
Sen, G; Boynuegri, AR; Uzunoglu, M; Erdinc, O; Catalao, JPS;

Publication
ENERGIES

Abstract
Grid-enabled vehicles (GEVs) such as plug-in electric vehicles present environmental and energy sustainability advantages compared to conventional vehicles. GEV runs solely on power generated by its own battery group, which supplies power to its electric motor. This battery group can be charged from external electric sources. Nowadays, the interaction of GEV with the power grid is unidirectional by the charging process. However, GEV can be operated bi-directionally by modifying its power unit. In such operating conditions, GEV can operate as an uninterruptible power supply (UPS) and satisfy a portion or the total energy demand of the consumption center independent from utility grid, which is known as vehicle-to-home (V2H). In this paper, a power unit is developed for GEVs in the laboratory to conduct simulation and experimental studies to test the performance of GEVs as a UPS unit in V2H mode at the time of need. The activation and deactivation of the power unit and islanding protection unit are examined when energy is interrupted.

2016

Modular Health Kiosk for Health Self-Assessment

Authors
Soares, E; Oliveira, C; Maia, J; Almeida, R; Coimbra, M; Brandao, P; Prior, R;

Publication
2016 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATION (ISCC)

Abstract
We describe the architecture, problems and lessons learned from building a Health Kiosk from commercial, off-the shelf Personal Health Devices and a computer with a touch-screen interface. The kiosk is used autonomously by patients to measure vital data prior to a consultation, in the scope of a population screening, or for routinely monitoring. The prototype was tested in multiple events with different user groups, aided by observer reporting and user questionnaires to assess problems and difficulties with the interface and device usage.

2016

Hybrid Genetic Algorithm for Multi-Objective Transmission Expansion Planning

Authors
Gomes, PV; Saraiva, JT;

Publication
2016 IEEE INTERNATIONAL ENERGY CONFERENCE (ENERGYCON)

Abstract
This paper aims to describe a new tool to solve the Transmission Expansion Planning problem (TEP). The Non-Dominative CHA-Climbing Genetic Algorithm uses the standard blocks of Genetic Algorithms (GA) associated with an improvement of the population building block using Constructive Heuristic Algorithms (CHA) and Hill Climbing Method. TEP is a hard optimization problem because it has a non convex search space and integer and nonlinear nature, besides, the difficulty degree can be further increased if it includes more than one objective. In this work, a multi-objective TEP approach is detailed using an AC Optimal Power Flow to generate the set of Pareto solutions using the investment cost and the level of CO2 emissions, i.e. two conflicting objectives.

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