2023
Filipe Alves, Lino A Costa, Ana Maria A C Rocha, Ana I Pereira and Paulo Leitão. The Sustainable Home Health Care Process Based on Multi-Criteria Decision-Support. Mathematics 11(1):6, 2023. URL, DOI BibTeX
@article{alves_sustainable_2023, title = "The {Sustainable} {Home} {Health} {Care} {Process} {Based} on {Multi}-{Criteria} {Decision}-{Support}", volume = 11, issn = "2227-7390", url = "https://www.mdpi.com/2227-7390/11/1/6", doi = "10.3390/math11010006", abstract = "The increase in life expectancy has led to a growing demand for Home Health Care (HHC) services. However, some problems can arise in the management of these services, leading to high computational complexity and time-consuming to obtain an exact and/or optimal solution. This study intends to contribute to an automatic multi-criteria decision-support system that allows the optimization of several objective functions simultaneously, which are often conflicting, such as costs related to travel (distance and/or time) and available resources (health professionals and vehicles) to visit the patients. In this work, the HHC scheduling and routing problem is formulated as a multi-objective approach, aiming to minimize the travel distance, the travel time and the number of vehicles, taking into account specific constraints, such as the needs of patients, allocation variables, the health professionals and the transport availability. Thus, the multi-objective genetic algorithm, based on the NSGA-II, is applied to a real-world problem of HHC visits from a Health Unit in Bragança (Portugal), to identify and examine the different compromises between the objectives using a Pareto-based approach to operational planning. Moreover, this work provides several efficient end-user solutions, which were standardized and evaluated in terms of the proposed policy and compared with current practice. The outcomes demonstrate the significance of a multi-criteria approach to HHC services.", language = "en", number = 1, urldate = "2023-03-25", journal = "Mathematics", author = "Alves, Filipe and Costa, Lino A. and Rocha, Ana Maria A. C. and Pereira, Ana I. and Leitão, Paulo", year = 2023, pages = 6, file = "Texto Completo:C\:\\Users\\paulo\\Zotero\\storage\\2H6CWLGL\\Alves et al. - 2022 - The Sustainable Home Health Care Process Based on .pdf:application/pdf" }Jan Kaiser, Duncan McFarlane, Gregory Hawkridge, Pascal André and Paulo Leitão. A review of reference architectures for digital manufacturing: Classification, applicability and open issues. Computers in Industry 149:103923, 2023. URL, DOI BibTeX
@article{kaiser_review_2023, title = "A review of reference architectures for digital manufacturing: {Classification}, applicability and open issues", volume = 149, issn = 01663615, shorttitle = "A review of reference architectures for digital manufacturing", url = "https://linkinghub.elsevier.com/retrieve/pii/S0166361523000738", doi = "10.1016/j.compind.2023.103923", language = "en", urldate = "2023-06-24", journal = "Computers in Industry", author = "Kaiser, Jan and McFarlane, Duncan and Hawkridge, Gregory and André, Pascal and Leitão, Paulo", month = "", year = 2023, pages = 103923 }Flávia Pires, Paulo Leitão, António Paulo Moreira and Bilal Ahmad. Reinforcement learning based trustworthy recommendation model for digital twin-driven decision-support in manufacturing systems. Computers in Industry 148:103884, 2023. URL, DOI BibTeX
@article{pires_reinforcement_2023, title = "Reinforcement learning based trustworthy recommendation model for digital twin-driven decision-support in manufacturing systems", volume = 148, issn = 01663615, url = "https://linkinghub.elsevier.com/retrieve/pii/S0166361523000349", doi = "10.1016/j.compind.2023.103884", language = "en", urldate = "2023-06-24", journal = "Computers in Industry", author = "Pires, Flávia and Leitão, Paulo and Moreira, António Paulo and Ahmad, Bilal", month = "", year = 2023, pages = 103884 }Paulo Leitão, Stamatis Karnouskos, Thomas I Strasser, Xiaodong Jia, Jay Lee and Armando Walter Colombo. Alignment of the IEEE Industrial Agents Recommended Practice Standard With the Reference Architectures RAMI4.0, IIRA, and SGAM. IEEE Open Journal of the Industrial Electronics Society 4:98–111, 2023. URL, DOI BibTeX
@article{leitao_alignment_2023, title = "Alignment of the {IEEE} {Industrial} {Agents} {Recommended} {Practice} {Standard} {With} the {Reference} {Architectures} {RAMI4}.0, {IIRA}, and {SGAM}", volume = 4, issn = "2644-1284", url = "https://ieeexplore.ieee.org/document/10083304/", doi = "10.1109/OJIES.2023.3262549", urldate = "2023-06-24", journal = "IEEE Open Journal of the Industrial Electronics Society", author = "Leitão, Paulo and Karnouskos, Stamatis and Strasser, Thomas I. and Jia, Xiaodong and Lee, Jay and Colombo, Armando Walter", year = 2023, pages = "98--111", file = "Texto Completo:C\:\\Users\\paulo\\Zotero\\storage\\XPDEE5T4\\Leitão et al. - 2023 - Alignment of the IEEE Industrial Agents Recommende.pdf:application/pdf" }
2022
Marie-Pierre Pacaux-Lemoine, Mohamed Sallak, Roberto Sacile, Frank Flemisch and Paulo Leitão. Introduction to the special section humans and industry 4.0. Cognition, Technology & Work, 2022. URL, DOI BibTeX
@article{pacaux-lemoine_introduction_2022, title = "Introduction to the special section humans and industry 4.0", issn = "1435-5558, 1435-5566", url = "https://link.springer.com/10.1007/s10111-022-00696-1", doi = "10.1007/s10111-022-00696-1", language = "en", urldate = "2022-03-18", journal = "Cognition, Technology \& Work", author = "Pacaux-Lemoine, Marie-Pierre and Sallak, Mohamed and Sacile, Roberto and Flemisch, Frank and Leitão, Paulo", month = "", year = 2022 }Francisco Zayas-Gato, Álvaro Michelena, Héctor Quintián, Esteban Jove, José-Luis Casteleiro-Roca, Paulo Leitão and José Luis Calvo-Rolle. A novel method for anomaly detection using Beta Hebbian Learning and Principal Component Analysis. Logic Journal of the IGPL, pages jzac026, 2022. URL, DOI BibTeX
@article{zayas-gato_novel_2022, title = "A novel method for anomaly detection using {Beta} {Hebbian} {Learning} and {Principal} {Component} {Analysis}", issn = "1367-0751, 1368-9894", url = "https://academic.oup.com/jigpal/advance-article/doi/10.1093/jigpal/jzac026/6532160", doi = "10.1093/jigpal/jzac026", abstract = "Abstract In this research work a novel two-step system for anomaly detection is presented and tested over several real datasets. In the first step the novel Exploratory Projection Pursuit, Beta Hebbian Learning algorithm, is applied over each dataset, either to reduce the dimensionality of the original dataset or to face nonlinear datasets by generating a new subspace of the original dataset with lower, or even higher, dimensionality selecting the right activation function. Finally, in the second step Principal Component Analysis anomaly detection is applied to the new subspace to detect the anomalies and improve its classification capabilities. This new approach has been tested over several different real datasets, in terms of number of variables, number of samples and number of anomalies. In almost all cases, the novel approach obtained better results in terms of area under the curve with similar standard deviation values. In case of computational cost, this improvement is only remarkable when complexity of the dataset in terms of number of variables is high.", language = "en", urldate = "2022-03-18", journal = "Logic Journal of the IGPL", author = "Zayas-Gato, Francisco and Michelena, Álvaro and Quintián, Héctor and Jove, Esteban and Casteleiro-Roca, José-Luis and Leitão, Paulo and Luis Calvo-Rolle, José", month = "", year = 2022, pages = "jzac026" }Jonas Queiroz, Paulo Leitao and Eugenio Oliveira. A Fuzzy Logic Recommendation System to Support the Design of Cloud-Edge Data Analysis in Cyber-Physical Systems. IEEE Open Journal of the Industrial Electronics Society 3:174–187, 2022. URL, DOI BibTeX
@article{queiroz_fuzzy_2022, title = "A {Fuzzy} {Logic} {Recommendation} {System} to {Support} the {Design} of {Cloud}-{Edge} {Data} {Analysis} in {Cyber}-{Physical} {Systems}", volume = 3, issn = "2644-1284", url = "https://ieeexplore.ieee.org/document/9718183/", doi = "10.1109/OJIES.2022.3152725", urldate = "2022-03-18", journal = "IEEE Open Journal of the Industrial Electronics Society", author = "Queiroz, Jonas and Leitao, Paulo and Oliveira, Eugenio", year = 2022, pages = "174--187" }L B P Silva, R Soltovski, J Pontes, F T Treinta, P Leitão, E Mosconi, L M M Resende and R T Yoshino. Human resources management 4.0: Literature review and trends. Computers & Industrial Engineering 168:108111, 2022. URL, DOI BibTeX
@article{da_silva_human_2022, title = "Human resources management 4.0: {Literature} review and trends", volume = 168, issn = 03608352, shorttitle = "Human resources management 4.0", url = "https://linkinghub.elsevier.com/retrieve/pii/S0360835222001814", doi = "10.1016/j.cie.2022.108111", language = "en", urldate = "2022-05-21", journal = "Computers \& Industrial Engineering", author = "da Silva, L.B.P. and Soltovski, R. and Pontes, J. and Treinta, F.T. and Leitão, P. and Mosconi, E. and de Resende, L.M.M. and Yoshino, R.T.", month = "", year = 2022, pages = 108111 }Jonas Queiroz, Paulo Leitao, Jose Barbosa, Eugenio Oliveira and Gisela Garcia. Agent-Based Distributed Data Analysis in Industrial Cyber-Physical Systems. IEEE Journal of Emerging and Selected Topics in Industrial Electronics 3(1):5–12, 2022. URL, DOI BibTeX
@article{queiroz_agent-based_2022, title = "Agent-{Based} {Distributed} {Data} {Analysis} in {Industrial} {Cyber}-{Physical} {Systems}", volume = 3, issn = "2687-9735, 2687-9743", url = "https://ieeexplore.ieee.org/document/9502012/", doi = "10.1109/JESTIE.2021.3100775", number = 1, urldate = "2022-05-21", journal = "IEEE Journal of Emerging and Selected Topics in Industrial Electronics", author = "Queiroz, Jonas and Leitao, Paulo and Barbosa, Jose and Oliveira, Eugenio and Garcia, Gisela", month = "", year = 2022, pages = "5--12" }Paulo Leitão, Jonas Queiroz and Lucas Sakurada. Collective Intelligence in Self-Organized Industrial Cyber-Physical Systems. Electronics 11(19):3213, 2022. URL, DOI BibTeX
@article{leitao_collective_2022, title = "Collective {Intelligence} in {Self}-{Organized} {Industrial} {Cyber}-{Physical} {Systems}", volume = 11, issn = "2079-9292", url = "https://www.mdpi.com/2079-9292/11/19/3213", doi = "10.3390/electronics11193213", abstract = "Cyber-physical systems (CPS) play an important role in the implementation of new Industry 4.0 solutions, acting as the backbone infrastructure to host distributed intelligence capabilities and promote the collective intelligence that emerges from the interactions among individuals. This collective intelligence concept provides an alternative way to design complex systems with several benefits, such as modularity, flexibility, robustness, and reconfigurability to condition changes, but it also presents several challenges to be managed (e.g., non-linearity, self-organization, and myopia). With this in mind, this paper discusses the factors that characterize collective intelligence, particularly that associated with industrial CPS, analyzing the enabling concepts, technologies, and application sectors, and providing an illustrative example of its application in an automotive assembly line. The main contribution of the paper focuses on a comprehensive review and analysis of the main aspects, challenges, and research opportunities to be considered for implementing collective intelligence in industrial CPS. The identified challenges are clustered according to five different categories, namely decentralization, emergency, intelligent machines and products, infrastructures and methods, and human integration and ethics. Although the research indicates some potential benefits of using collective intelligence to achieve the desired levels of autonomy and dynamic adaptation of industrial CPS, such approaches are still in the early stages, with perspectives to increase in the coming years. Based on that, they need to be further developed considering some main aspects, for example, related to balancing the distribution of intelligence by the vertical and horizontal dimensions and controlling the nervousness in self-organized systems.", language = "en", number = 19, urldate = "2022-12-10", journal = "Electronics", author = "Leitão, Paulo and Queiroz, Jonas and Sakurada, Lucas", month = "", year = 2022, pages = 3213, file = "Texto Completo:C\:\\Users\\paulo\\Zotero\\storage\\9CGJQX7Z\\Leitão et al. - 2022 - Collective Intelligence in Self-Organized Industri.pdf:application/pdf" }Tiago Franco, Leonardo Sestrem, Pedro Rangel Henriques, Paulo Alves, Maria João Varanda Pereira, Diego Brandão, Paulo Leitão and Alfredo Silva. Motion Sensors for Knee Angle Recognition in Muscle Rehabilitation Solutions. Sensors 22(19):7605, October 2022. URL, DOI BibTeX
@article{franco_motion_2022, title = "Motion {Sensors} for {Knee} {Angle} {Recognition} in {Muscle} {Rehabilitation} {Solutions}", volume = 22, issn = "1424-8220", url = "https://www.mdpi.com/1424-8220/22/19/7605", doi = "10.3390/s22197605", abstract = "The progressive loss of functional capacity due to aging is a serious problem that can compromise human locomotion capacity, requiring the help of an assistant and reducing independence. The NanoStim project aims to develop a system capable of performing treatment with electrostimulation at the patient’s home, reducing the number of consultations. The knee angle is one of the essential attributes in this context, helping understand the patient’s movement during the treatment session. This article presents a wearable system that recognizes the knee angle through IMU sensors. The hardware chosen for the wearables are low cost, including an ESP32 microcontroller and an MPU-6050 sensor. However, this hardware impairs signal accuracy in the multitasking environment expected in rehabilitation treatment. Three optimization filters with algorithmic complexity O(1) were tested to improve the signal’s noise. The complementary filter obtained the best result, presenting an average error of 0.6 degrees and an improvement of 77\% in MSE. Furthermore, an interface in the mobile app was developed to respond immediately to the recognized movement. The systems were tested with volunteers in a real environment and could successfully measure the movement performed. In the future, it is planned to use the recognized angle with the electromyography sensor.", language = "en", number = 19, urldate = "2022-12-10", journal = "Sensors", author = "Franco, Tiago and Sestrem, Leonardo and Henriques, Pedro Rangel and Alves, Paulo and Varanda Pereira, Maria João and Brandão, Diego and Leitão, Paulo and Silva, Alfredo", month = "oct", year = 2022, pages = 7605, file = "Texto Completo:C\:\\Users\\paulo\\Zotero\\storage\\JMXW75H4\\Franco et al. - 2022 - Motion Sensors for Knee Angle Recognition in Muscl.pdf:application/pdf" }Arthur Henrique Gomes Rossi, Giovanna Bueno Marcondes, Joseane Pontes, Paulo Leitão, Fernanda Tavares Treinta, Luis Mauricio Martins De Resende, Elaine Mosconi and Rui Tadashi Yoshino. Lean Tools in the Context of Industry 4.0: Literature Review, Implementation and Trends. Sustainability 14(19):12295, 2022. URL, DOI BibTeX
@article{rossi_lean_2022, title = "Lean {Tools} in the {Context} of {Industry} 4.0: {Literature} {Review}, {Implementation} and {Trends}", volume = 14, issn = "2071-1050", shorttitle = "Lean {Tools} in the {Context} of {Industry} 4.0", url = "https://www.mdpi.com/2071-1050/14/19/12295", doi = "10.3390/su141912295", abstract = "With the evolution of Industry 4.0, some problems related to inefficient digitalization become clearer in organizations. To minimize these problems, implementation of the lean philosophy is needed in the digital environment. However, before Lean can start to solve the digitalization problems, there is a need to digitalize its tools so that they can comprehend the Industry 4.0 dynamics and become more effective. The aim of this study is to contribute to the theoretical development of Lean tools in the context of Industry 4.0, promoting directions for the industrial sector from the evolution, difficulties, benefits, implementation and trends of Lean 4.0 tools. To achieve this objective, this study performs a systematic literature review and content analysis of 53 papers from 35 journals. The main results of the research show: (i) the characterization of the Lean 4.0 tools; (ii) the evolution of the Lean tools after the integration with digital technologies; (iii) the main trends of Lean 4.0; (iv) the proposal of a Lean 4.0 theoretical framework. From these results, this paper seeks to promote insights for studies in the area of Lean 4.0, as well as for companies to implement and use the Lean 4.0 tools for better improvement in their digital processes and avoid the digital waste.", language = "en", number = 19, urldate = "2022-12-10", journal = "Sustainability", author = "Rossi, Arthur Henrique Gomes and Marcondes, Giovanna Bueno and Pontes, Joseane and Leitão, Paulo and Treinta, Fernanda Tavares and De Resende, Luis Mauricio Martins and Mosconi, Elaine and Yoshino, Rui Tadashi", month = "", year = 2022, pages = 12295, file = "Texto Completo:C\:\\Users\\paulo\\Zotero\\storage\\QWWZXZQT\\Rossi et al. - 2022 - Lean Tools in the Context of Industry 4.0 Literat.pdf:application/pdf" }
2021
Armando Walter Colombo, Stamatis Karnouskos, Xinghuo Yu, Okyay Kaynak, Ren C Luo, Yang Shi, Paulo Leitao, Luis Ribeiro and Jan Haase. A 70-Year Industrial Electronics Society Evolution Through Industrial Revolutions: The Rise and Flourishing of Information and Communication Technologies. IEEE Industrial Electronics Magazine 15(1):115–126, 2021. URL, DOI BibTeX
@article{colombo_70-year_2021, title = "A 70-{Year} {Industrial} {Electronics} {Society} {Evolution} {Through} {Industrial} {Revolutions}: {The} {Rise} and {Flourishing} of {Information} and {Communication} {Technologies}", volume = 15, issn = "1932-4529, 1941-0115", shorttitle = "A 70-{Year} {Industrial} {Electronics} {Society} {Evolution} {Through} {Industrial} {Revolutions}", url = "https://ieeexplore.ieee.org/document/9316191/", doi = "10.1109/MIE.2020.3028058", number = 1, urldate = "2021-03-30", journal = "IEEE Industrial Electronics Magazine", author = "Colombo, Armando Walter and Karnouskos, Stamatis and Yu, Xinghuo and Kaynak, Okyay and Luo, Ren C. and Shi, Yang and Leitao, Paulo and Ribeiro, Luis and Haase, Jan", month = "", year = 2021, pages = "115--126" }Marcelo Limeira, Luis Piardi, Vivian Cremer Kalempa, Paulo Leitao and Andre Schneider De Oliveira. DepthLiDAR: Active segmentation of environment depth map into mobile sensors. IEEE Sensors Journal, pages 1–1, 2021. URL, DOI BibTeX
@article{limeira_depthlidar_2021, title = "{DepthLiDAR}: {Active} segmentation of environment depth map into mobile sensors", issn = "1530-437X, 1558-1748, 2379-9153", shorttitle = "{DepthLiDAR}", url = "https://ieeexplore.ieee.org/document/9449862/", doi = "10.1109/JSEN.2021.3088007", urldate = "2021-07-27", journal = "IEEE Sensors Journal", author = "Limeira, Marcelo and Piardi, Luis and Kalempa, Vivian Cremer and Leitao, Paulo and De Oliveira, Andre Schneider", year = 2021, pages = "1--1" }Esteban Jove, Jose Manuel González-Cava, José-Luis Casteleiro-Roca, Héctor Alaiz-Moretón, Bruno Baruque, Paulo Leitão, Juan Albino Méndez Pérez and José Luis Calvo-Rolle. An intelligent system for harmonic distortions detection in wind generator power electronic devices. Neurocomputing, pages S0925231221009565, 2021. URL, DOI BibTeX
@article{jove_intelligent_2021, title = "An intelligent system for harmonic distortions detection in wind generator power electronic devices", issn = 09252312, url = "https://linkinghub.elsevier.com/retrieve/pii/S0925231221009565", doi = "10.1016/j.neucom.2020.07.155", language = "en", urldate = "2021-07-27", journal = "Neurocomputing", author = "Jove, Esteban and González-Cava, Jose Manuel and Casteleiro-Roca, José-Luis and Alaiz-Moretón, Héctor and Baruque, Bruno and Leitão, Paulo and Méndez Pérez, Juan Albino and Calvo-Rolle, José Luis", month = "", year = 2021, pages = "S0925231221009565" }Rui Pedro Lopes, Bárbara Barroso, Leonel Deusdado, André Novo, Manuel Guimarães, João Paulo Teixeira and Paulo Leitão. Digital Technologies for Innovative Mental Health Rehabilitation. Electronics 10(18):2260, 2021. URL, DOI BibTeX
@article{lopes_digital_2021, title = "Digital {Technologies} for {Innovative} {Mental} {Health} {Rehabilitation}", volume = 10, issn = "2079-9292", url = "https://www.mdpi.com/2079-9292/10/18/2260", doi = "10.3390/electronics10182260", abstract = "Schizophrenia is a chronic mental illness, characterized by the loss of the notion of reality, failing to distinguish it from the imaginary. It affects the patient in life’s major areas, such as work, interpersonal relationships, or self-care, and the usual treatment is performed with the help of anti-psychotic medication, which targets primarily the hallucinations, delirium, etc. Other symptoms, such as the decreased emotional expression or avolition, require a multidisciplinary approach, including psychopharmacology, cognitive training, and many forms of therapy. In this context, this paper addresses the use of digital technologies to design and develop innovative rehabilitation techniques, particularly focusing on mental health rehabilitation, and contributing for the promotion of well-being and health from a holistic perspective. In this context, serious games and virtual reality allows for creation of immersive environments that contribute to a more effective and lasting recovery, with improvements in terms of quality of life. The use of machine learning techniques will allow the real-time analysis of the data collected during the execution of the rehabilitation procedures, as well as enable their dynamic and automatic adaptation according to the profile and performance of the patients, by increasing or reducing the exercises’ difficulty. It relies on the acquisition of biometric and physiological signals, such as voice, heart rate, and game performance, to estimate the stress level, thus adapting the difficulty of the experience to the skills of the patient. The system described in this paper is currently in development, in collaboration with a health unit, and is an engineering effort that combines hardware and software to develop a rehabilitation tool for schizophrenic patients. A clinical trial is also planned for assessing the effectiveness of the system among negative symptoms in schizophrenia patients.", language = "en", number = 18, urldate = "2021-11-23", journal = "Electronics", author = "Lopes, Rui Pedro and Barroso, Bárbara and Deusdado, Leonel and Novo, André and Guimarães, Manuel and Teixeira, João Paulo and Leitão, Paulo", month = "", year = 2021, pages = 2260, file = "Texto Completo:C\:\\Users\\paulo\\Zotero\\storage\\UVCNRCX6\\Lopes et al. - 2021 - Digital Technologies for Innovative Mental Health .pdf:application/pdf" }Anna Sukiasyan, Hasmik Badikyan, Tiago Pedrosa and Paulo Leitao. Secure data exchange in Industrial Internet of Things. Neurocomputing, pages S0925231221016544, 2021. URL, DOI BibTeX
@article{sukiasyan_secure_2021, title = "Secure data exchange in {Industrial} {Internet} of {Things}", issn = 09252312, url = "https://linkinghub.elsevier.com/retrieve/pii/S0925231221016544", doi = "10.1016/j.neucom.2021.07.101", language = "en", urldate = "2021-11-23", journal = "Neurocomputing", author = "Sukiasyan, Anna and Badikyan, Hasmik and Pedrosa, Tiago and Leitao, Paulo", month = "", year = 2021, pages = "S0925231221016544" }André Novo, Jéssica Fonsêca, Bárbara Barroso, Manuel Guimarães, Afonso Louro, Hélder Fernandes, Rui Pedro Lopes and Paulo Leitão. Virtual Reality Rehabilitation’s Impact on Negative Symptoms and Psychosocial Rehabilitation in Schizophrenia Spectrum Disorder: A Systematic Review. Healthcare 9(11):1429, 2021. URL, DOI BibTeX
@article{novo_virtual_2021, title = "Virtual {Reality} {Rehabilitation}’s {Impact} on {Negative} {Symptoms} and {Psychosocial} {Rehabilitation} in {Schizophrenia} {Spectrum} {Disorder}: {A} {Systematic} {Review}", volume = 9, issn = "2227-9032", shorttitle = "Virtual {Reality} {Rehabilitation}’s {Impact} on {Negative} {Symptoms} and {Psychosocial} {Rehabilitation} in {Schizophrenia} {Spectrum} {Disorder}", url = "https://www.mdpi.com/2227-9032/9/11/1429", doi = "10.3390/healthcare9111429", abstract = "Background: Schizophrenia is a chronic psychiatric disorder with symptoms that can severely affect patients’ quality of life. While drug administration inhibits most of the positive symptoms, it fails to effectively treat the negative symptoms and in turn relies on rehabilitation therapies. With technological progress, virtual reality (VR) has been the target of recent studies in terms of mental health rehabilitation and has been shown to be a tool with ecological validity in order to introduce the individual to situations similar to their daily life. Methods: From July to August 2021, we conducted a systematic review with the purpose of understanding the impact of virtual reality rehabilitation on negative symptoms and psychosocial rehabilitation in the schizophrenia spectrum. The searches were performed in the databases Web of Science, Scopus, and PubMed. Results: In our search, we identified 201 results, where 108 duplicates were excluded, resulting in a final balance of 93. After reading and assessing the titles and abstracts, 66 studies were excluded. Of the remaining 27 reports, 23 were excluded for not meeting the previously defined eligibility criteria, resulting in the inclusion of four studies in this systematic review. Conclusions: The available data on the specific topic was limited and could have been more complete. However, in our review, we were able to identify statistically relevant results demonstrating the effectiveness of intervention. We could find medium to large effects, allowing VR to be an ally for rehabilitation of symptoms related to schizophrenia.", language = "en", number = 11, urldate = "2022-03-18", journal = "Healthcare", author = "Novo, André and Fonsêca, Jéssica and Barroso, Bárbara and Guimarães, Manuel and Louro, Afonso and Fernandes, Hélder and Lopes, Rui Pedro and Leitão, Paulo", month = "", year = 2021, pages = 1429, file = "Texto Completo:C\:\\Users\\paulo\\Zotero\\storage\\HJI7NAJ4\\Novo et al. - 2021 - Virtual Reality Rehabilitation’s Impact on Negativ.pdf:application/pdf" }
2020
Thadeu Brito, Jonas Queiroz, Luis Piardi, Lucas A Fernandes, José Lima and Paulo Leitão. A Machine Learning Approach for Collaborative Robot Smart Manufacturing Inspection for Quality Control Systems. Procedia Manufacturing 51:11–18, 2020. URL, DOI BibTeX
@article{brito_machine_2020, title = "A {Machine} {Learning} {Approach} for {Collaborative} {Robot} {Smart} {Manufacturing} {Inspection} for {Quality} {Control} {Systems}", volume = 51, issn = 23519789, url = "https://linkinghub.elsevier.com/retrieve/pii/S2351978920318588", doi = "10.1016/j.promfg.2020.10.003", language = "en", urldate = "2020-12-30", journal = "Procedia Manufacturing", author = "Brito, Thadeu and Queiroz, Jonas and Piardi, Luis and Fernandes, Lucas A. and Lima, José and Leitão, Paulo", year = 2020, pages = "11--18" }Paulo Leitão, José Barbosa, Gustavo Funchal and Victoria Melo. Self-organized Cyber-Physical Conveyor System using Multi-agent Systems. International Journal of Artificial Intelligence 18(2):171–185, 2020. URL BibTeX
@article{leitao_self-organized_2020, title = "Self-organized {Cyber}-{Physical} {Conveyor} {System} using {Multi}-agent {Systems}", volume = 18, url = "http://www.ceser.in/ceserp/index.php/ijai/article/view/6578", number = 2, journal = "International Journal of Artificial Intelligence", author = "Leitão, Paulo and Barbosa, José and Funchal, Gustavo and Melo, Victoria", year = 2020, pages = "171--185" }Stamatis Karnouskos, Paulo Leitao, Luis Ribeiro and Armando Walter Colombo. Industrial Agents as a Key Enabler for Realizing Industrial Cyber-Physical Systems: Multiagent Systems Entering Industry 4.0. IEEE Industrial Electronics Magazine 14(3):18–32, 2020. URL, DOI BibTeX
@article{karnouskos_industrial_2020, title = "Industrial {Agents} as a {Key} {Enabler} for {Realizing} {Industrial} {Cyber}-{Physical} {Systems}: {Multiagent} {Systems} {Entering} {Industry} 4.0", volume = 14, issn = "1932-4529, 1941-0115", shorttitle = "Industrial {Agents} as a {Key} {Enabler} for {Realizing} {Industrial} {Cyber}-{Physical} {Systems}", url = "https://ieeexplore.ieee.org/document/9205563/", doi = "10.1109/MIE.2019.2962225", number = 3, urldate = "2020-10-23", journal = "IEEE Industrial Electronics Magazine", author = "Karnouskos, Stamatis and Leitao, Paulo and Ribeiro, Luis and Colombo, Armando Walter", month = "", year = 2020, pages = "18--32" }Theodor Borangiu, O Morariu, S Răileanu, Damien Trentesaux, Paulo Leitão and José Barata. Digital transformation of manufacturing. Industry of the future with cyber-physical production systems. Romanian Journal of Information Science and Technology 23(1):3–37, 2020. URL BibTeX
@article{borangiu_digital_2020, title = "Digital transformation of manufacturing. {Industry} of the future with cyber-physical production systems", volume = 23, url = "http://www.romjist.ro/full-texts/paper635.pdf", number = 1, journal = "Romanian Journal of Information Science and Technology", author = "Borangiu, Theodor and Morariu, O. and Răileanu, S. and Trentesaux, Damien and Leitão, Paulo and Barata, José", year = 2020, pages = "3--37" }Paulo Leitao, Flavia Pires, Stamatis Karnouskos and Armando Walter Colombo. Quo Vadis Industry 4.0? Position, Trends, and Challenges. IEEE Open Journal of the Industrial Electronics Society 1:298–310, 2020. URL, DOI BibTeX
@article{leitao_quo_2020, title = "Quo {Vadis} {Industry} 4.0? {Position}, {Trends}, and {Challenges}", volume = 1, issn = "2644-1284", shorttitle = "Quo {Vadis} {Industry} 4.0?", url = "https://ieeexplore.ieee.org/document/9226492/", doi = "10.1109/OJIES.2020.3031660", urldate = "2021-01-02", journal = "IEEE Open Journal of the Industrial Electronics Society", author = "Leitao, Paulo and Pires, Flavia and Karnouskos, Stamatis and Colombo, Armando Walter", year = 2020, pages = "298--310", file = "Texto Completo:C\:\\Users\\paulo\\Zotero\\storage\\A434VBPY\\Leitao et al. - 2020 - Quo Vadis Industry 4.0 Position, Trends, and Chal.pdf:application/pdf" }Jonas Queiroz, Paulo Leitão, Joseane Pontes, André Chaves, Javier Parra and María Eugenia Perez-Pons. A Quality Innovation Strategy for an Inter-regional Digital Innovation Hub. ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal 9(4):31–45, 2020. URL, DOI BibTeX
@article{queiroz_quality_2020, title = "A {Quality} {Innovation} {Strategy} for an {Inter}-regional {Digital} {Innovation} {Hub}", volume = 9, issn = "2255-2863", url = "https://revistas.usal.es/index.php/2255-2863/article/view/ADCAIJ2020943145", doi = "10.14201/ADCAIJ2020943145", abstract = "Industry 4.0 is reshaping the way all the economic sectors are working. The complete adoption and understanding by the companies, large or small, of the digital transformation opportunities and benefits, requires the existence of effective instruments. The Digital Innovation Hubs (DIHs) are an important instrument, strongly promoted by the European Commission, to help companies to take advantage of digital opportunities. Aiming to boost and create synergies between several DIHs and research centers located in the northern region of Portugal and Spain, and considering the disruptive ICT technologies, the establishment of an inter-regional DIH that results from the cooperation between these entities assumes a crucial importance to transform this region into an innovative pole of reference. This paper aims to describe the strategy for the management and improvement of the quality of the innovation being developed by this inter-regional DIH under the scope of the DISRUPTIVE project. Besides considering the individual strategies of the associated members, it includes cooperative aspects, regarding the sharing of knowledge, technology, and skills, aiming to improve the quality of innovation, as well as the adoption of digitization by the companies in this region.", number = 4, urldate = "2021-03-30", journal = "ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal", author = "Queiroz, Jonas and Leitão, Paulo and Pontes, Joseane and Chaves, André and Parra, Javier and Perez-Pons, María Eugenia", month = "", year = 2020, pages = "31--45", file = "Texto Completo:C\:\\Users\\paulo\\Zotero\\storage\\LCHULSKX\\Queiroz et al. - 2020 - A Quality Innovation Strategy for an Inter-regiona.pdf:application/pdf" }
2019
Luis Piardi, Vivian Cremer Kalempa, Marcelo Limeira, André Schneider de Oliveira and Paulo Leitão. ARENA—Augmented Reality to Enhanced Experimentation in Smart Warehouses. Sensors 19(19):4308, 2019. URL, DOI BibTeX
@article{piardi_arenaaugmented_2019, title = "{ARENA}—{Augmented} {Reality} to {Enhanced} {Experimentation} in {Smart} {Warehouses}", volume = 19, issn = "1424-8220", url = "https://www.mdpi.com/1424-8220/19/19/4308", doi = "10.3390/s19194308", language = "en", number = 19, urldate = "2019-12-14", journal = "Sensors", author = "Piardi, Luis and Kalempa, Vivian Cremer and Limeira, Marcelo and Schneider de Oliveira, André and Leitão, Paulo", month = "", year = 2019, pages = 4308 }Emanuel Trunzer, Ambra Calà, Paulo Leitão, Michael Gepp, Jakob Kinghorst, Arndt Lüder, Hubertus Schauerte, Markus Reifferscheid and Birgit Vogel-Heuser. System architectures for Industrie 4.0 applications: Derivation of a generic architecture proposal. Production Engineering 13(3-4):247–257, 2019. URL, DOI BibTeX
@article{trunzer_system_2019, title = "System architectures for {Industrie} 4.0 applications: {Derivation} of a generic architecture proposal", volume = 13, issn = "0944-6524, 1863-7353", shorttitle = "System architectures for {Industrie} 4.0 applications", url = "http://link.springer.com/10.1007/s11740-019-00902-6", doi = "10.1007/s11740-019-00902-6", language = "en", number = "3-4", urldate = "2019-08-03", journal = "Production Engineering", author = "Trunzer, Emanuel and Calà, Ambra and Leitão, Paulo and Gepp, Michael and Kinghorst, Jakob and Lüder, Arndt and Schauerte, Hubertus and Reifferscheid, Markus and Vogel-Heuser, Birgit", month = "", year = 2019, pages = "247--257" }Theodor Borangiu, Damien Trentesaux, André Thomas, Paulo Leitão and Jose Barata. Digital transformation of manufacturing through cloud services and resource virtualization. Computers in Industry 108:150–162, June 2019. URL, DOI BibTeX
@article{borangiu_digital_2019, title = "Digital transformation of manufacturing through cloud services and resource virtualization", volume = 108, issn = 01663615, url = "https://linkinghub.elsevier.com/retrieve/pii/S0166361519300107", doi = "10.1016/j.compind.2019.01.006", language = "en", urldate = "2019-08-03", journal = "Computers in Industry", author = "Borangiu, Theodor and Trentesaux, Damien and Thomas, André and Leitão, Paulo and Barata, Jose", month = "jun", year = 2019, pages = "150--162" }Bernardo Cunha, José Lima, Manuel Silva and Paulo Leitão. Introduction to the Special Issue “Robotica 2016”. Journal of Intelligent & Robotic Systems 93(3-4):417–417, 2019. URL, DOI BibTeX
@article{cunha_introduction_2019, title = "Introduction to the {Special} {Issue} “{Robotica} 2016”", volume = 93, issn = "0921-0296, 1573-0409", url = "http://link.springer.com/10.1007/s10846-018-0934-1", doi = "10.1007/s10846-018-0934-1", language = "en", number = "3-4", urldate = "2019-08-03", journal = "Journal of Intelligent \& Robotic Systems", author = "Cunha, Bernardo and Lima, José and Silva, Manuel and Leitão, Paulo", month = "", year = 2019, pages = "417--417" }Ricardo Silva Peres, Jose Barata, Paulo Leitão and Gisela Garcia. Multistage Quality Control Using Machine Learning in the Automotive Industry. IEEE Access 7:79908–79916, 2019. URL, DOI BibTeX
@article{peres_multistage_2019, title = "Multistage {Quality} {Control} {Using} {Machine} {Learning} in the {Automotive} {Industry}", volume = 7, issn = "2169-3536", url = "https://ieeexplore.ieee.org/document/8737933/", doi = "10.1109/ACCESS.2019.2923405", urldate = "2019-08-03", journal = "IEEE Access", author = "Peres, Ricardo Silva and Barata, Jose and Leitão, Paulo and Garcia, Gisela", year = 2019, pages = "79908--79916" }Filipe Alves, Maria Varela, Ana Rocha, Ana Pereira and Paulo Leitão. A human centered hybrid MAS and meta-heuristics based system for simultaneously supporting scheduling and plant layout adjustment. FME Transactions 47(4):699–710, 2019. URL, DOI BibTeX
@article{alves_human_2019, title = "A human centered hybrid {MAS} and meta-heuristics based system for simultaneously supporting scheduling and plant layout adjustment", volume = 47, issn = "1451-2092, 2406-128X", url = "https://scindeks.ceon.rs/Article.aspx?artid=1451-20921904699A", doi = "10.5937/fmet1904699A", language = "en", number = 4, urldate = "2019-12-14", journal = "FME Transactions", author = "Alves, Filipe and Varela, Maria and Rocha, Ana and Pereira, Ana and Leitão, Paulo", year = 2019, pages = "699--710" }
2018
Nelson Rodrigues, Eugénio Oliveira and Paulo Leitão. Decentralized and on-the-fly agent-based service reconfiguration in manufacturing systems. Computers in Industry 101:81–90, 2018. URL, DOI BibTeX
@article{rodrigues_decentralized_2018, title = "Decentralized and on-the-fly agent-based service reconfiguration in manufacturing systems", volume = 101, issn = 01663615, url = "https://linkinghub.elsevier.com/retrieve/pii/S0166361517306991", doi = "10.1016/j.compind.2018.06.003", language = "en", urldate = "2018-08-01", journal = "Computers in Industry", author = "Rodrigues, Nelson and Oliveira, Eugénio and Leitão, Paulo", month = "", year = 2018, pages = "81--90" }Ricardo Silva Peres, Andre Dionisio Rocha, Paulo Leitao and Jose Barata. IDARTS – Towards intelligent data analysis and real-time supervision for industry 4.0. Computers in Industry 101:138–146, October 2018. URL, DOI BibTeX
@article{peres_idarts_2018, title = "{IDARTS} – {Towards} intelligent data analysis and real-time supervision for industry 4.0", volume = 101, issn = 01663615, url = "https://linkinghub.elsevier.com/retrieve/pii/S0166361517306759", doi = "10.1016/j.compind.2018.07.004", language = "en", urldate = "2018-08-01", journal = "Computers in Industry", author = "Peres, Ricardo Silva and Dionisio Rocha, Andre and Leitao, Paulo and Barata, Jose", month = "oct", year = 2018, pages = "138--146" }Jeffrey Johnson, Luca Tesei, Marco Piangerelli, Emanuela Merelli, Riccardo Paci, Nedad Stojanovic, Paulo Leitão, José Barbosa and Marco Amador. Big data: business, technology, education, and science. Ubiquity 2018(July):1–13, 2018. URL, DOI BibTeX
@article{johnson_big_2018, title = "Big data: business, technology, education, and science", volume = 2018, issn = 15302180, shorttitle = "Big data", url = "http://dl.acm.org/citation.cfm?doid=3242149.3158350", doi = "10.1145/3158350", language = "en", number = "July", urldate = "2018-08-02", journal = "Ubiquity", author = "Johnson, Jeffrey and Tesei, Luca and Piangerelli, Marco and Merelli, Emanuela and Paci, Riccardo and Stojanovic, Nedad and Leitão, Paulo and Barbosa, José and Amador, Marco", month = "", year = 2018, pages = "1--13" }
2017
Jose-Fernando Jimenez, Abdelghani Bekrar, Gabriel Zambrano-Rey, Damien Trentesaux and Paulo Leitão. Pollux: a dynamic hybrid control architecture for flexible job shop systems. International Journal of Production Research 55(15):4229–4247, 2017. URL, DOI BibTeX
@article{jimenez_pollux:_2017, title = "Pollux: a dynamic hybrid control architecture for flexible job shop systems", volume = 55, issn = "0020-7543, 1366-588X", shorttitle = "Pollux", url = "https://www.tandfonline.com/doi/full/10.1080/00207543.2016.1218087", doi = "10.1080/00207543.2016.1218087", language = "en", number = 15, urldate = "2017-12-01", journal = "International Journal of Production Research", author = "Jimenez, Jose-Fernando and Bekrar, Abdelghani and Zambrano-Rey, Gabriel and Trentesaux, Damien and Leitão, Paulo", month = "", year = 2017, pages = "4229--4247" }Stamatis Karnouskos and Paulo Leitão. Key Contributing Factors to the Acceptance of Agents in Industrial Environments. IEEE Transactions on Industrial Informatics 13(2):696–703, 2017. URL, DOI BibTeX
@article{karnouskos_key_2017, title = "Key {Contributing} {Factors} to the {Acceptance} of {Agents} in {Industrial} {Environments}", volume = 13, issn = "1551-3203, 1941-0050", url = "http://ieeexplore.ieee.org/document/7563318/", doi = "10.1109/TII.2016.2607148", number = 2, urldate = "2017-12-01", journal = "IEEE Transactions on Industrial Informatics", author = "Karnouskos, Stamatis and Leitão, Paulo", month = "", year = 2017, pages = "696--703" }Giacomo Angione, José Barbosa, Frederik Gosewehr, Paulo Leitão, Daniele Massa, João Matos, Ricardo Silva Peres, André Dionisio Rocha and Jeffrey Wermann. Integration and Deployment of a Distributed and Pluggable Industrial Architecture for the PERFoRM Project. Procedia Manufacturing 11:896–904, 2017. URL, DOI BibTeX
@article{angione_integration_2017, title = "Integration and {Deployment} of a {Distributed} and {Pluggable} {Industrial} {Architecture} for the {PERFoRM} {Project}", volume = 11, issn = 23519789, url = "http://linkinghub.elsevier.com/retrieve/pii/S2351978917304018", doi = "10.1016/j.promfg.2017.07.193", language = "en", urldate = "2018-01-02", journal = "Procedia Manufacturing", author = "Angione, Giacomo and Barbosa, José and Gosewehr, Frederik and Leitão, Paulo and Massa, Daniele and Matos, João and Peres, Ricardo Silva and Rocha, André Dionisio and Wermann, Jeffrey", year = 2017, pages = "896--904" }
2016
Jose-Fernando Jimenez, Abdelghani Bekrar, Damien Trentesaux and Paulo Leitão. A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures. International Journal of Production Research 54(23):7027–7042, 2016. URL, DOI BibTeX
@article{jimenez_switching_2016, title = "A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures", volume = 54, issn = "0020-7543, 1366-588X", url = "https://www.tandfonline.com/doi/full/10.1080/00207543.2016.1177237", doi = "10.1080/00207543.2016.1177237", language = "en", number = 23, urldate = "2016-12-22", journal = "International Journal of Production Research", author = "Jimenez, Jose-Fernando and Bekrar, Abdelghani and Trentesaux, Damien and Leitão, Paulo", month = "", year = 2016, pages = "7027--7042" }Paulo Leitão, Armando Walter Colombo and Stamatis Karnouskos. Industrial automation based on cyber-physical systems technologies: Prototype implementations and challenges. Computers in Industry 81:11–25, 2016. URL, DOI BibTeX
@article{leitao_industrial_2016, title = "Industrial automation based on cyber-physical systems technologies: {Prototype} implementations and challenges", volume = 81, issn = 01663615, shorttitle = "Industrial automation based on cyber-physical systems technologies", url = "http://linkinghub.elsevier.com/retrieve/pii/S0166361515300348", doi = "10.1016/j.compind.2015.08.004", language = "en", urldate = "2016-08-08", journal = "Computers in Industry", author = "Leitão, Paulo and Colombo, Armando Walter and Karnouskos, Stamatis", month = "", year = 2016, pages = "11--25" }Paulo Leitão, Stamatis Karnouskos, Luis Ribeiro, Jay Lee, Thomas Strasser and Armando W Colombo. Smart Agents in Industrial Cyber–Physical Systems. Proceedings of the IEEE 104(5):1086–1101, 2016. URL, DOI BibTeX
@article{leitao_smart_2016, title = "Smart {Agents} in {Industrial} {Cyber}–{Physical} {Systems}", volume = 104, issn = "0018-9219, 1558-2256", url = "http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=7437398", doi = "10.1109/JPROC.2016.2521931", number = 5, urldate = "2016-08-08", journal = "Proceedings of the IEEE", author = "Leitão, Paulo and Karnouskos, Stamatis and Ribeiro, Luis and Lee, Jay and Strasser, Thomas and Colombo, Armando W.", month = "", year = 2016, pages = "1086--1101" }Stamatis Karnouskos and P Leitão. Key Contributing Factors to the Acceptance of Agents in Industrial Environments. IEEE Transactions on Industrial Informatics, pages 1–1, 2016. URL, DOI BibTeX
@article{karnouskos_key_2016, title = "Key {Contributing} {Factors} to the {Acceptance} of {Agents} in {Industrial} {Environments}", issn = "1551-3203, 1941-0050", url = "http://ieeexplore.ieee.org/document/7563318/", doi = "10.1109/TII.2016.2607148", urldate = "2016-12-22", journal = "IEEE Transactions on Industrial Informatics", author = "Karnouskos, Stamatis and Leitão, P.", year = 2016, pages = "1--1" }
2015
José Barbosa, Paulo Leitão, Emmanuel Adam and Damien Trentesaux. Dynamic self-organization in holonic multi-agent manufacturing systems: The ADACOR evolution. Computers in Industry 66:99–111, 2015. URL, DOI BibTeX
@article{barbosa_dynamic_2015, title = "Dynamic self-organization in holonic multi-agent manufacturing systems: {The} {ADACOR} evolution", volume = 66, issn = 01663615, shorttitle = "Dynamic self-organization in holonic multi-agent manufacturing systems", url = "http://linkinghub.elsevier.com/retrieve/pii/S0166361514001894", doi = "10.1016/j.compind.2014.10.011", language = "en", urldate = "2016-02-21", journal = "Computers in Industry", author = "Barbosa, José and Leitão, Paulo and Adam, Emmanuel and Trentesaux, Damien", month = "", year = 2015, pages = "99--111" }Birgit Vogel-Heuser, Jay Lee and Paulo Leitão. Agents enabling cyber-physical production systems. AT - Automatisierungstechnik 63(10):777–789, January 2015. URL, DOI BibTeX
@article{vogel-heuser_agents_2015, title = "Agents enabling cyber-physical production systems", volume = 63, issn = "0178-2312, 2196-677X", url = "http://www.degruyter.com/view/j/auto.2015.63.issue-10/auto-2014-1153/auto-2014-1153.xml", doi = "10.1515/auto-2014-1153", number = 10, urldate = "2016-02-21", journal = "AT - Automatisierungstechnik", author = "Vogel-Heuser, Birgit and Lee, Jay and Leitão, Paulo", month = "jan", year = 2015, pages = "777--789" }José Barbosa, Paulo Leitão, Udo Inden and Fosco Mascioni. A Multi-Agent System Tool for Strategic Planningin Small-Lot Production Environments. The Journal of Information Technology Management, Cutter IT Journal 28(4):29–36, 2015. URL BibTeX
@article{barbosa_multi-agent_2015, title = "A {Multi}-{Agent} {System} {Tool} for {Strategic} {Planningin} {Small}-{Lot} {Production} {Environments}", volume = 28, url = "https://www.cutter.com/article/multi-agent-system-tool-strategic-planning-small-lot-production-environments-470211", number = 4, journal = "The Journal of Information Technology Management, Cutter IT Journal", author = "Barbosa, José and Leitão, Paulo and Inden, Udo and Mascioni, Fosco", month = "", year = 2015, pages = "29--36" }Thomas Strasser, Filip Andren, Johannes Kathan, Carlo Cecati, Concettina Buccella, Pierluigi Siano, Paulo Leitão, Gulnara Zhabelova, Valeriy Vyatkin, Pavel Vrba and Vladimir Marik. A Review of Architectures and Concepts for Intelligence in Future Electric Energy Systems. IEEE Transactions on Industrial Electronics 62(4):2424–2438, April 2015. URL, DOI BibTeX
@article{strasser_review_2015, title = "A {Review} of {Architectures} and {Concepts} for {Intelligence} in {Future} {Electric} {Energy} {Systems}", volume = 62, issn = "0278-0046, 1557-9948", url = "http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=6915899", doi = "10.1109/TIE.2014.2361486", number = 4, urldate = "2016-02-21", journal = "IEEE Transactions on Industrial Electronics", author = "Strasser, Thomas and Andren, Filip and Kathan, Johannes and Cecati, Carlo and Buccella, Concettina and Siano, Pierluigi and Leitão, Paulo and Zhabelova, Gulnara and Vyatkin, Valeriy and Vrba, Pavel and Marik, Vladimir", month = "apr", year = 2015, pages = "2424--2438" }Paulo Leitão, Nelson Rodrigues, Claudio Turrin and Arnaldo Pagani. Multiagent System Integrating Process and Quality Control in a Factory Producing Laundry Washing Machines. IEEE Transactions on Industrial Informatics 11(4):879–886, 2015. URL, DOI BibTeX
@article{leitao_multiagent_2015, title = "Multiagent {System} {Integrating} {Process} and {Quality} {Control} in a {Factory} {Producing} {Laundry} {Washing} {Machines}", volume = 11, issn = "1551-3203, 1941-0050", url = "http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=7104129", doi = "10.1109/TII.2015.2431232", number = 4, urldate = "2016-02-21", journal = "IEEE Transactions on Industrial Informatics", author = "Leitão, Paulo and Rodrigues, Nelson and Turrin, Claudio and Pagani, Arnaldo", month = "", year = 2015, pages = "879--886" }Paulo Leitão, Armando Walter Colombo and Stamatis Karnouskos. Industrial automation based on cyber-physical systems technologies: Prototype implementations and challenges. Computers in Industry, 2015. URL, DOI BibTeX
@article{leitao_industrial_2015, title = "Industrial automation based on cyber-physical systems technologies: {Prototype} implementations and challenges", issn = 01663615, shorttitle = "Industrial automation based on cyber-physical systems technologies", url = "http://linkinghub.elsevier.com/retrieve/pii/S0166361515300348", doi = "10.1016/j.compind.2015.08.004", language = "en", urldate = "2016-02-21", journal = "Computers in Industry", author = "Leitão, Paulo and Colombo, Armando Walter and Karnouskos, Stamatis", month = "", year = 2015 }Paulo Leitão, Nelson Rodrigues, José Barbosa, Claudio Turrin and Arnaldo Pagani. Intelligent products: The GRACE experience. Control Engineering Practice 42:95–105, September 2015. URL, DOI BibTeX
@article{leitao_intelligent_2015, title = "Intelligent products: {The} {GRACE} experience", volume = 42, issn = 09670661, shorttitle = "Intelligent products", url = "http://linkinghub.elsevier.com/retrieve/pii/S096706611500091X", doi = "10.1016/j.conengprac.2015.05.001", language = "en", urldate = "2016-02-21", journal = "Control Engineering Practice", author = "Leitão, Paulo and Rodrigues, Nelson and Barbosa, José and Turrin, Claudio and Pagani, Arnaldo", month = "sep", year = 2015, pages = "95--105" }
2014
Pavel Vrba, Vladimir Marik, Pierluigi Siano, Paulo Leitão, Gulnara Zhabelova, Valeriy Vyatkin and Thomas Strasser. A Review of Agent and Service-Oriented Concepts Applied to Intelligent Energy Systems. IEEE Transactions on Industrial Informatics 10(3):1890–1903, 2014. URL, DOI BibTeX
@article{vrba_review_2014, title = "A {Review} of {Agent} and {Service}-{Oriented} {Concepts} {Applied} to {Intelligent} {Energy} {Systems}", volume = 10, issn = "1551-3203, 1941-0050", url = "http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=6819815", doi = "10.1109/TII.2014.2326411", number = 3, urldate = "2016-02-21", journal = "IEEE Transactions on Industrial Informatics", author = "Vrba, Pavel and Marik, Vladimir and Siano, Pierluigi and Leitão, Paulo and Zhabelova, Gulnara and Vyatkin, Valeriy and Strasser, Thomas", month = "", year = 2014, pages = "1890--1903" }
2013
Damien Trentesaux, Cyrille Pach, Abdelghani Bekrar, Yves Sallez, Thierry Berger, Thérèse Bonte, Paulo Leitão and José Barbosa. Benchmarking flexible job-shop scheduling and control systems. Control Engineering Practice 21(9):1204–1225, 2013. URL, DOI BibTeX
@article{trentesaux_benchmarking_2013, title = "Benchmarking flexible job-shop scheduling and control systems", volume = 21, issn = 09670661, url = "http://linkinghub.elsevier.com/retrieve/pii/S0967066113000889", doi = "10.1016/j.conengprac.2013.05.004", number = 9, urldate = "2013-10-28", journal = "Control Engineering Practice", author = "Trentesaux, Damien and Pach, Cyrille and Bekrar, Abdelghani and Sallez, Yves and Berger, Thierry and Bonte, Thérèse and Leitão, Paulo and Barbosa, José", month = "", year = 2013, pages = "1204--1225" }Paulo Leitão, Vladimir Marik and Pavel Vrba. Past, Present, and Future of Industrial Agent Applications. IEEE Transactions on Industrial Informatics 9(4):2360–2372, 2013. URL, DOI BibTeX
@article{leitao_past_2013, title = "Past, Present, and Future of Industrial Agent Applications", volume = 9, issn = "1551-3203, 1941-0050", url = "http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=6319392", doi = "10.1109/TII.2012.2222034", number = 4, urldate = "2013-10-28", journal = "{IEEE} Transactions on Industrial Informatics", author = "Leitão, Paulo and Marik, Vladimir and Vrba, Pavel", month = "", year = 2013, pages = "2360--2372" }
2012
Marco J Mendes, Paulo Leitão, Armando W Colombo and Francisco Restivo. High-level Petri nets for the process description and control in service-oriented manufacturing systems. International Journal of Production Research 50(6):1650–1665, 2012. URL, DOI BibTeX
@article{mendes_high-level_2012, title = "High-level Petri nets for the process description and control in service-oriented manufacturing systems", volume = 50, issn = "0020-7543, 1366-{588X}", url = "http://www.tandfonline.com/doi/abs/10.1080/00207543.2011.575892", doi = "10.1080/00207543.2011.575892", number = 6, urldate = "2012-07-18", journal = "International Journal of Production Research", author = "Mendes, J. Marco and Leitão, Paulo and Colombo, Armando W. and Restivo, Francisco", month = "", year = 2012, pages = "1650--1665" }Paulo Leitão, Marco J Mendes, Axel Bepperling, Daniel Cachapa, Armando W Colombo and Francisco Restivo. Integration of virtual and real environments for engineering service-oriented manufacturing systems. Journal of Intelligent Manufacturing 23(6):2551–2563, 2012. URL, DOI BibTeX
@article{leitao_integration_2012, title = "Integration of virtual and real environments for engineering service-oriented manufacturing systems", volume = 23, issn = "0956-5515, 1572-8145", url = "http://www.springerlink.com/index/10.1007/s10845-011-0591-8", doi = "10.1007/s10845-011-0591-8", number = 6, urldate = "2012-07-18", journal = "Journal of Intelligent Manufacturing", author = "Leitão, Paulo and Mendes, J. Marco and Bepperling, Axel and Cachapa, Daniel and Colombo, Armando W. and Restivo, Francisco", year = 2012, pages = "2551--2563" }Paulo Leitão, José Barbosa and Damien Trentesaux. Bio-inspired multi-agent systems for reconfigurable manufacturing systems. Engineering Applications of Artificial Intelligence 25(5):934–944, 2012. URL, DOI BibTeX
@article{leitao_bio-inspired_2012, title = "Bio-inspired multi-agent systems for reconfigurable manufacturing systems", volume = 25, issn = 09521976, url = "http://linkinghub.elsevier.com/retrieve/pii/S0952197611001886", doi = "10.1016/j.engappai.2011.09.025", number = 5, urldate = "2012-07-18", journal = "Engineering Applications of Artificial Intelligence", author = "Leitão, Paulo and Barbosa, José and Trentesaux, Damien", month = "", year = 2012, pages = "934--944" }
2011
Marco J Mendes, Francisco Restivo, Armando W Colombo and Paulo Leitão. Behaviour and integration of service-oriented automation and production devices at the shop-floor. International Journal of Computer Aided Engineering and Technology 3(3/4):281, 2011. URL, DOI BibTeX
@article{mendes_behaviour_2011, title = "Behaviour and integration of service-oriented automation and production devices at the shop-floor", volume = 3, issn = "1757-2657, 1757-2665", url = "http://www.inderscience.com/link.php?id=40048", doi = "10.1504/IJCAET.2011.040048", number = "3/4", urldate = "2013-10-28", journal = "International Journal of Computer Aided Engineering and Technology", author = "Mendes, J. Marco and Restivo, Francisco and Colombo, Armando W. and Leitão, Paulo", year = 2011, pages = 281 }Paulo Leitão. A holonic disturbance management architecture for flexible manufacturing systems. International Journal of Production Research 49(5):1269–1284, 2011. URL, DOI BibTeX
@article{leitao_holonic_2011, title = "A holonic disturbance management architecture for flexible manufacturing systems", volume = 49, issn = "0020-7543, 1366-{588X}", url = "http://www.tandfonline.com/doi/abs/10.1080/00207543.2010.518735", doi = "10.1080/00207543.2010.518735", number = 5, urldate = "2012-07-18", journal = "International Journal of Production Research", author = "Leitão, Paulo", month = "", year = 2011, pages = "1269--1284" }
2009
Paulo Leitão. Agent-based distributed manufacturing control: A state-of-the-art survey. Engineering Applications of Artificial Intelligence 22(7):979–991, 2009. URL, DOI BibTeX
@article{leitao_agent-based_2009, title = "Agent-based distributed manufacturing control: A state-of-the-art survey", volume = 22, issn = 09521976, shorttitle = "Agent-based distributed manufacturing control", url = "http://linkinghub.elsevier.com/retrieve/pii/S0952197608001437", doi = "10.1016/j.engappai.2008.09.005", number = 7, urldate = "2012-07-18", journal = "Engineering Applications of Artificial Intelligence", author = "Leitão, Paulo", month = "", year = 2009, pages = "979--991" }
2008
Paulo Leitão and Francisco J Restivo. Implementation of a Holonic Control System in a Flexible Manufacturing System. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) 38(5):699–709, 2008. URL, DOI BibTeX
@article{leitao_implementation_2008, title = "Implementation of a Holonic Control System in a Flexible Manufacturing System", volume = 38, issn = "1094-6977", url = "http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=4603100", doi = "10.1109/TSMCC.2008.923881", number = 5, urldate = "2012-07-18", journal = "{IEEE} Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)", author = "Leitão, Paulo and Restivo, Francisco J.", month = "", year = 2008, pages = "699--709" }Paulo Leitão and Francisco Restivo. A holonic approach to dynamic manufacturing scheduling. Robotics and Computer-Integrated Manufacturing 24(5):625–634, 2008. URL, DOI BibTeX
@article{leitao_holonic_2008, title = "A holonic approach to dynamic manufacturing scheduling", volume = 24, issn = 07365845, url = "http://linkinghub.elsevier.com/retrieve/pii/S0736584507001135", doi = "10.1016/j.rcim.2007.09.005", number = 5, urldate = "2012-07-18", journal = "Robotics and Computer-Integrated Manufacturing", author = "Leitão, Paulo and Restivo, Francisco", month = "", year = 2008, pages = "625--634" }
2006
Paulo Leitão and Francisco Restivo. ADACOR: A holonic architecture for agile and adaptive manufacturing control. Computers in Industry 57(2):121–130, 2006. URL, DOI BibTeX
@article{leitao_adacor:_2006, title = "{ADACOR:} A holonic architecture for agile and adaptive manufacturing control", volume = 57, issn = 01663615, shorttitle = "{ADACOR}", url = "http://linkinghub.elsevier.com/retrieve/pii/S0166361505001077", doi = "10.1016/j.compind.2005.05.005", number = 2, urldate = "2012-07-18", journal = "Computers in Industry", author = "Leitão, Paulo and Restivo, Francisco", month = "", year = 2006, pages = "121--130" }Paulo Leitao, Armando W Colombo and Francisco Restivo. A formal specification approach for holonic control systems: the ADACOR case. International Journal of Manufacturing Technology and Management 8(1/2/3):37, 2006. URL, DOI BibTeX
@article{leitao_formal_2006, title = "A formal specification approach for holonic control systems: the {ADACOR} case", volume = 8, issn = "1368-2148, 1741-5195", shorttitle = "A formal specification approach for holonic control systems", url = "http://www.inderscience.com/link.php?id=8790", doi = "10.1504/IJMTM.2006.008790", number = "1/2/3", urldate = "2013-10-28", journal = "International Journal of Manufacturing Technology and Management", author = "Leitao, Paulo and Colombo, Armando W. and Restivo, Francisco", year = 2006, pages = 37 }
2005
Paulo Leitão, Armando W Colombo and Francisco Restivo. ADACOR: A Collaborative Production Automation and Control Architecture. IEEE Intelligent Systems 20(1):58–66, 2005. URL, DOI BibTeX
@article{leitao_adacor:_2005, title = "{ADACOR:} A Collaborative Production Automation and Control Architecture", volume = 20, issn = "1541-1672", shorttitle = "{ADACOR}", url = "http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber=1392675", doi = "10.1109/MIS.2005.2", number = 1, urldate = "2012-07-18", journal = "{IEEE} Intelligent Systems", author = "Leitão, Paulo and Colombo, Armando W. and Restivo, Francisco", month = "", year = 2005, pages = "58--66" }
