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de interesse
Detalhes

Detalhes

  • Nome

    Tiago Manuel Campelos
  • Cargo

    Investigador Sénior
  • Desde

    01 março 2022
Publicações

2025

Modeling Electricity Markets and Energy Systems: Challenges and Opportunities

Autores
Aliabadi, DE; Pinto, T;

Publicação
ENERGIES

Abstract
[No abstract available]

2024

Contextual Rule-Based System for Brightness Energy Management in Buildings

Autores
Ferreira, V; Pinto, T; Baptista, J;

Publicação
ELECTRONICS

Abstract
The increase in renewable generation of a distributed nature has brought significant new challenges to power and energy system management and operation. Self-consumption in buildings is widespread, and with it rises the need for novel, adaptive and intelligent building energy management systems. Although there is already extensive research and development work regarding building energy management solutions, the capabilities for adaptation and contextualization of decisions are still limited. Consequently, this paper proposes a novel contextual rule-based system for energy management in buildings, which incorporates a contextual dimension that enables the adaptability of the system according to diverse contextual situations and the presence of multiple users with different preferences. Results of a case study based on real data show that the contextualization of the energy management process can maintain energy costs as low as possible, while respecting user preferences and guaranteeing their comfort.

2024

Review of Platforms and Frameworks for Building Virtual Assistants

Autores
Pereira, R; Lima, C; Reis, A; Pinto, T; Barroso, J;

Publicação
INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 3, WORLDCIST 2023

Abstract
Virtual assistants offer a new type of solution to handle interaction between human and machine and can be applied in various business contexts such as Industry or Education. When designing and building a virtual assistant the developers must ensure a set of parameters to achieve a good solution. Various platforms and frameworks emerged to allow developers to create virtual assistant solutions easier and faster. This paper provides a review of available platforms and frameworks used by authors to create their own solutions in different areas. Big tech companies like Google with Dialogflow, IBM with Watson Assistant and Microsoft with Bot Framework, present mature solutions to build virtual assistants that provide to the developer all components of the basic architecture to build a fast and solid solution. Open-Source solutions focus on providing to the developer the main components to build a virtual assistant, namely language understanding and response generation.

2024

Local electricity markets: A review on benefits, barriers, current trends and future perspectives

Autores
Faia, R; Lezama, F; Soares, J; Pinto, T; Vale, Z;

Publicação
RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Abstract
Local electricity markets are emerging as a viable solution to overcome the challenges brought by the large penetration of distributed renewable generation and the need to put consumers as central players in the system, with an active and dynamic role. Although there is significant literature addressing the topic of local electricity markets, this is still a rather new and emerging topic. Hence, this study provides an overall view of this domain and a perspective on future needs and challenges that must be addressed. This review introduces the most important concepts in the local electricity market domain, provides an analysis on the different policy and regulatory framework, exposes the most relevant worldwide initiatives related to the field implementation, and scrutinizes the alternative local market models proposed in the literature. The discussion puts forth the main benefits and barriers of the currently proposed local market models, and the expected impact of their widespread implementation. The review is concluded with the wrap-up and discussion on the most relevant paths for future research and development in this field of study.

2024

Context-Aware System for Information Flow Management in Factories of the Future

Autores
Monteiro, P; Pereira, R; Nunes, R; Reis, A; Pinto, T;

Publicação
APPLIED SCIENCES-BASEL

Abstract
The trends of the 21st century are challenging the traditional production process due to the reduction in the life cycle of products and the demand for more complex products in greater quantities. Industry 4.0 (I4.0) was introduced in 2011 and it is recognized as the fourth industrial revolution, with the aim of improving manufacturing processes and increasing the competitiveness of industry. I4.0 uses technological concepts such as Cyber-Physical Systems, Internet of Things and Cloud Computing to create services, reduce costs and increase productivity. In addition, concepts such as Smart Factories are emerging, which use context awareness to assist people and optimize tasks based on data from the physical and virtual world. This article explores and applies the capabilities of context-aware applications in industry, with a focus on production lines. In specific, this paper proposes a context-aware application based on a microservices approach, intended for integration into a context-aware information system, with specific application in the area of manufacturing. The manuscript presents a detailed architecture for structuring the application, explaining components, functions and contributions. The discussion covers development technologies, integration and communication between the application and other services, as well as experimental findings, which demonstrate the applicability and advantages of the proposed solution.

Teses
supervisionadas

2023

Uso de assistentes virtuais no apoio à gestão de produção

Autor
Rodrigo Cardoso Pereira

Instituição
UTAD

2023

Análise e definição de contextos para a gestão energética em edifícios

Autor
Vasco Rafael da Costa Ferreira

Instituição
UTAD