Pedro Alexandre Almeida Nunes | Members

Category: Professor
Organic Unit: Escola Superior de Design, Gestão e Tecnologias da Produção de Aveiro–Norte
Email: pnunes@ua.pt
Ciência ID: 451C-A788-33D0
ORCID iD: 0000-0001-8001-2172

0
fundings
0
publications
0
scientific reviews

Fundings

Project Augmented Humanity (PAH)
10/31/2024
POCI-01-0247- FEDER-046103
Centre for Mechanical Technology and Automation
12/31/2024
10.54499/UIDB/00481/2020
https://doi.org/10.54499/UIDB/00481/2020
Ghisallo
09/30/2020
POCI-01-0247-FEDER-033769
Using smart edge devices and Big Data analytics for predictive maintenance
AM2R - Agenda Mobilizadora para a inovação empresarial do setor das Duas Rodas
10.54499/UIDP/00481/2020
https://doi.org/10.54499/UIDP/00481/2020
Reaproveitamento Integral de Subprodutos do Arroz para Embalagens e Suplementos (RISE-SUP)
LaseCer
COMPETE2030-FEDER-01174800
https://www.compete2030.gov.pt/operacoes/listagem/COMPETE2030-FEDER-01174800/

Publications

Combining generalized fault trees and k-LSTM ensembles for enhancing prognostics and health management
Nunes, P.; Rocha, E.; Santos, J.
CIRP Journal of Manufacturing Science and Technology | 2025
https://doi.org/10.1016/j.cirpj.2025.11.002
Enhancing Bike-sharing Demand Forecasting: Anomaly Detection and Feature Selection in LSTM Networks.
José Paulo Santos; Nunes, Pedro
The Second International Conference on IoT-AI IoTAI 2025 | 2025
Combining multiple approaches for enhanced Remaining Useful Life Prediction
Nunes, Pedro; Rocha, Eugénio; Santos, José Paulo
TEchMA2024 – 7th International Conference on Technologies for the Wellbeing and Sustainable Manufacturing Solutions: Book of Abstracts. | 2024
Predictive maintenance architecture based on edge devices and lightweight containers
Nunes, Pedro; Rocha, Eugénio; Santos, José Paulo
17th International KES Conference – Human Centered Intelligent Systems | 2024
Adaptive Framework for Maintenance Scheduling Based on Dynamic Preventive Intervals and Remaining Useful Life Estimation
Eugénio Rocha; Pedro Nunes; Santos,J.P.
Future Internet | 2024
https://www.mdpi.com/1999-5903/16/6/214
Using smart edge devices and Big Data analytics for predictive maintenance
Universidade de Aveiro Departamento de Engenharia Mecânica | 2024
http://hdl.handle.net/10773/42065
Degradation models and edge computing for predictive maintenance
Eugénio Rocha; José Paulo Santos; Nunes, Pedro
Research Summit 2023 | 2023
Traveling Salesman Problem: The Efficiency of Simulated Annealing Applied to a Real Case Study
Almeida, Maria; Câmara, Cíntia; Moura, Ana; Nunes, Pedro; Rodrigues, Eva
6th European Conference on Industrial Engineering and Operations Management | 2023
Framework for degradation assessment of industrial assets using intelligent edge devices
Eugénio Rocha; José Paulo Santos; Nunes, Pedro
Encontro Ciência 2023 | 2023
A container-based cloud-to-edge approach to support industry 4.0
Eugénio Rocha; José Paulo Santos; Nunes, Pedro
6th International Conference on Technologies for the Wellbeing and Sustainable Manufacturing Solutions | 2023
Combining generalized fault trees and k-LSTM ensembles for enhancing prognostics and health management
Nunes, Pedro; Rocha, Eugénio; Santos, José Paulo
review stage | 2023
Using Intelligent Edge Devices for Predictive Maintenance on Injection Molds
Nunes, Pedro; Rocha, Eugénio; Santos, José Paulo
Applied Sciences | 2023
http://dx.doi.org/10.3390/app13127131
Challenges in predictive maintenance – A review
Nunes, P.; Rocha, E.; Santos, J.
CIRP Journal of Manufacturing Science and Technology | 2023
http://dx.doi.org/10.1016/j.cirpj.2022.11.004
Predictive maintenance on injection molds by generalized fault trees and anomaly detection
Antunes, Ricardo; Nunes, Pedro; Rocha, Eugénio; Santos, José
Procedia Computer Science | 2023
http://dx.doi.org/10.1016/j.procs.2022.12.302
Using smart edge devices and Big Data analytics for predictive maintenance
Eugénio Rocha; José Paulo Santos; Nunes, Pedro
Research Summit 2022 | 2022
Generalized Fault Trees A data-driven methodology for reliability analysis
Nunes, Pedro
TEchMA 2022 | 2022
Root cause analysis by generalized fault trees
Nunes, Pedro
Encontro Ciência 2022 | 2022
ReliabilityReliability Analysis of Sensorized Stamping Presses by Generalized Fault Trees
Nunes, Pedro; Rocha, Eugénio; Santos, José Paulo
International Conference on Industrial Engineering and Operations Management | 2022
Reliability Analysis of Sensorized Stamping Presses by Generalized Fault Trees
Nunes, Pedro; Rocha, Eugénio; Santos, J P
International Conference on Industrial Engineering and Operations Management Istanbul, Turkey, March 7-10, 2022 | 2022
Solving the multi-objective bike routing problem by meta-heuristic algorithms
Moura, Ana; Nunes, Pedro; Santos, José
International Transactions in Operational Research | 2022
http://dx.doi.org/10.1111/itor.13114
Real-Time Condition-Based Maintenance of Friction Welding Tools by Generalized Fault Trees
Neves, Jorge; Nunes, Pedro; Rocha, Eugénio M.; Santos, José
Advanced Research in Technologies, Information, Innovation and Sustainability | 2022
http://dx.doi.org/10.1007/978-3-031-20319-0_31
A Simulated Annealing Algorithm to Solve the Multi-objective Bike Routing Problem
Completo, A; Moura, A; Nunes, P; Santos, J P
2021
Using Smart edge devices and Big Data analytics for predictive maintenance
Nunes, Pedro
Research Summit 2021 | 2021
From a Traditional Bicycle to a Mobile Sensor in the Cities
Completo, António; Nicolau, Carlos; Nunes, Pedro; Santos, José
VEHITS 6th International Conference on Vehicle Technology and Intelligent Transport Systems | 2020
From a traditional bicycle to a mobile sensor in the cities
António Completo; Carlos Nicolau; José Paulo Santos; Nunes, Pedro
VEHITS-International Conference on Vehicle Technology and Intelligent Transport Systems (2020) | 2020
Evolutionary Approach for the Multi-objective Bike Routing Problem
Moura, Ana; Nunes, Pedro; Santos, José
Lecture Notes in Computer Science | 2020
http://dx.doi.org/10.1007/978-3-030-59747-4_20
From a traditional bicycle to a mobile sensor in the cities
Completo, A.; Nicolau, C.; Nunes, P.; Santos, J.P.
2020
Project Ghisallo: Mechanical development of a new smart soft-mobility concept.
Completo, António; Januário João; Nunes, Pedro; Santos, José Paulo
TEchMA2019 – 2nd International Conference on Technologies for the Wellbeing and Sustainable Manufacturing Solutions: Book of Abstracts. | 2019
Project Ghisallo: A mobile multi-sensor in the city
Nunes, Pedro
Mobilizing Projects 2nd International Conference of TEMA | 2019
Automatic booking system with smart door lock and PayPal payment. Portugal Smart Cities Summit
Nunes, Pedro; Santos, José Paulo
Portugal Smart Cities Summit (2019) | 2019
Projeto Ghisallo – Uma nova solução de comutação urbana
Completo, António; Januário, João; Nunes, Pedro; Santos, José Paulo
Portugal Smart Cities Summit (2019) | 2019
Informatização da indústria turística
Nunes, Pedro Alexandre Almeida
2018
http://hdl.handle.net/10773/27264

Data source:

Fundings

Project Augmented Humanity (PAH)

Centre for Mechanical Technology and Automation

Ghisallo

Using smart edge devices and Big Data analytics for predictive maintenance

AM2R - Agenda Mobilizadora para a inovação empresarial do setor das Duas Rodas

Reaproveitamento Integral de Subprodutos do Arroz para Embalagens e Suplementos (RISE-SUP)

LaseCer

Publications

Combining generalized fault trees and k-LSTM ensembles for enhancing prognostics and health management

Enhancing Bike-sharing Demand Forecasting: Anomaly Detection and Feature Selection in LSTM Networks.

Combining multiple approaches for enhanced Remaining Useful Life Prediction

Predictive maintenance architecture based on edge devices and lightweight containers

Adaptive Framework for Maintenance Scheduling Based on Dynamic Preventive Intervals and Remaining Useful Life Estimation

Using smart edge devices and Big Data analytics for predictive maintenance

Degradation models and edge computing for predictive maintenance

Traveling Salesman Problem: The Efficiency of Simulated Annealing Applied to a Real Case Study

Framework for degradation assessment of industrial assets using intelligent edge devices

A container-based cloud-to-edge approach to support industry 4.0

Combining generalized fault trees and k-LSTM ensembles for enhancing prognostics and health management

Using Intelligent Edge Devices for Predictive Maintenance on Injection Molds

Challenges in predictive maintenance – A review

Predictive maintenance on injection molds by generalized fault trees and anomaly detection

Using smart edge devices and Big Data analytics for predictive maintenance

Generalized Fault Trees A data-driven methodology for reliability analysis

Root cause analysis by generalized fault trees

ReliabilityReliability Analysis of Sensorized Stamping Presses by Generalized Fault Trees

Reliability Analysis of Sensorized Stamping Presses by Generalized Fault Trees

Solving the multi-objective bike routing problem by meta-heuristic algorithms

Real-Time Condition-Based Maintenance of Friction Welding Tools by Generalized Fault Trees

A Simulated Annealing Algorithm to Solve the Multi-objective Bike Routing Problem

Using Smart edge devices and Big Data analytics for predictive maintenance

From a Traditional Bicycle to a Mobile Sensor in the Cities

From a traditional bicycle to a mobile sensor in the cities

Evolutionary Approach for the Multi-objective Bike Routing Problem

From a traditional bicycle to a mobile sensor in the cities

Project Ghisallo: Mechanical development of a new smart soft-mobility concept.

Project Ghisallo: A mobile multi-sensor in the city

Automatic booking system with smart door lock and PayPal payment. Portugal Smart Cities Summit

Projeto Ghisallo – Uma nova solução de comutação urbana

Informatização da indústria turística