M. Graça Ruano

About M. Graça Ruano

M. Graça Ruano, With an exceptional h-index of 20 and a recent h-index of 14 (since 2020), a distinguished researcher at Universidade do Algarve, specializes in the field of Biomedical Signal Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

From home energy management systems to energy communities: methods and data

A Multi-Step Ensemble Approach for Energy Community Day-Ahead Net Load Point and Probabilistic Forecasting

Designing Robust Forecasting Ensembles of Data-Driven Models with a Multi-Objective Formulation: An Application to Home Energy Management Systems

MILP-based model predictive control for home energy management systems: A real case study in Algarve, Portugal

Unsupervised EEG preictal interval identification in patients with drug-resistant epilepsy

Minimizing the operation costs of a smart home using a HEMS with a MILP-based model predictive control approach

From home energy management systems to communities energy managers: The use of an intelligent aggregator in a community in Algarve, Portugal

MOGA designed neural networks for non-intrusive load monitoring

M. Graça Ruano Information

University

Position

Professor of Signal Processing at

Citations(all)

1766

Citations(since 2020)

800

Cited By

809

hIndex(all)

20

hIndex(since 2020)

14

i10Index(all)

37

i10Index(since 2020)

19

Email

University Profile Page

Google Scholar

M. Graça Ruano Skills & Research Interests

Biomedical Signal Processing

Top articles of M. Graça Ruano

Title

Journal

Author(s)

Publication Date

From home energy management systems to energy communities: methods and data

Scientific Data

Antonio Ruano

Maria da Graça Ruano

2024/4/6

A Multi-Step Ensemble Approach for Energy Community Day-Ahead Net Load Point and Probabilistic Forecasting

Energies

Maria da Graça Ruano

Antonio Ruano

2024/1/31

Designing Robust Forecasting Ensembles of Data-Driven Models with a Multi-Objective Formulation: An Application to Home Energy Management Systems

Inventions

Antonio Ruano

Maria da Graça Ruano

2023/7/25

MILP-based model predictive control for home energy management systems: A real case study in Algarve, Portugal

Energy and Buildings

ILR Gomes

MG Ruano

AE Ruano

2023/2/15

Unsupervised EEG preictal interval identification in patients with drug-resistant epilepsy

Scientific Reports

Adriana Leal

Juliana Curty

Fábio Lopes

Mauro F Pinto

Ana Oliveira

...

2023/1/16

Minimizing the operation costs of a smart home using a HEMS with a MILP-based model predictive control approach

IFAC-PapersOnLine

ILR Gomes

MG Ruano

A Ruano

2023/1/1

From home energy management systems to communities energy managers: The use of an intelligent aggregator in a community in Algarve, Portugal

Energy and Buildings

ILR Gomes

MG Ruano

AE Ruano

2023/11/1

MOGA designed neural networks for non-intrusive load monitoring

Inoussa Habou Laouali

Antonio Ruano

Maria da Graça Ruano

Saad Dosse Bennani

Hakim El Fadili

2022/9/15

Recent techniques used in home energy management systems: A review

Isaías Gomes

Karol Bot

Maria Graça Ruano

António Ruano

2022/4/14

Non-intrusive load monitoring of household devices using a hybrid deep learning model through convex hull-based data selection

Energies

Inoussa Laouali

Antonio Ruano

Maria da Graça Ruano

Saad Dosse Bennani

Hakim El Fadili

2022/2/7

Low frequency-based energy disaggregation using sliding windows and deep learning

E3S Web of Conferences

Inoussa Habou Laouali

Karol Bot

Antonio Ruano

Maria da Graça Ruano

Saad Dosse Bennani

...

2022

Energy disaggregation using multi-objective genetic algorithm designed neural networks

Energies

Inoussa Laouali

Isaías Gomes

Maria da Graça Ruano

Saad Dosse Bennani

Hakim El Fadili

...

2022/11/30

The Impact of Occupants in Thermal Comfort and Energy Efficiency in Buildings

António Ruano

Karol Bot

MdG Ruano

2021/8/19

Heart rate variability analysis for the identification of the preictal interval in patients with drug-resistant epilepsy

Scientific reports

Adriana Leal

Mauro F Pinto

Fábio Lopes

Anna M Bianchi

Jorge Henriques

...

2021/3/16

Short-term forecasting photovoltaic solar power for home energy management systems

Inventions

Karol Bot

Antonio Ruano

Maria da Graça Ruano

2021/1/25

Design of ensemble forecasting models for home energy management systems

Energies

Karol Bot

Samira Santos

Inoussa Laouali

Antonio Ruano

Maria da Graça Ruano

2021/11/16

Home Energy Management Systems with Branch-and-Bound Model-Based Predictive Control Techniques

Energies

Karol Bot

Inoussa Laouali

António Ruano

Maria da Graça Ruano

2021/9/16

Forecasting electricity demand in households using moga-designed artificial neural networks

IFAC-PapersOnLine

Karol Bot

Antonio Ruano

MG Ruano

2020/1/1

A CYTED Network: New Non-invasive Ways for an Early Diagnosis of Chronic and Degenerative Diseases: Diabetes and Cardiovascular

Antonio Ramos

Lorenzo Leija

Carlos Negreira

Eduardo Moreno

MG Ruano

...

2020

Pulse Transition Time Method for Unobtrusive Blood Pressure Estimation

Maria G Ruano

Amir Sadat Fazel

Ana Jiménez Martín

António Ruano

Juan Jesús García Domínguez

2020

See List of Professors in M. Graça Ruano University(Universidade do Algarve)

Co-Authors

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