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Publicações

Publicações por HumanISE

2014

Particle Swarm Optimization of Electricity Market Negotiating Players Portfolio

Autores
Pinto, T; Vale, Z; Sousa, TM; Sousa, T; Morais, H; Praca, I;

Publicação
HIGHLIGHTS OF PRACTICAL APPLICATIONS OF HETEROGENEOUS MULTI-AGENT SYSTEMS: THE PAAMS COLLECTION

Abstract
Energy systems worldwide are complex and challenging environments. Multi-agent based simulation platforms are increasing at a high rate, as they show to be a good option to study many issues related to these systems, as well as the involved players at act in this domain. In this scope the authors' research group has developed a multi-agent system: MASCEM (Multi-Agent System for Competitive Electricity Markets), which performs realistic simulations of the electricity markets. MASCEM is integrated with ALBidS (Adaptive Learning Strategic Bidding System) that works as a decision support system for market players. The ALBidS system allows MASCEM market negotiating players to take the best possible advantages from each market context. However, it is still necessary to adequately optimize the players' portfolio investment. For this purpose, this paper proposes a market portfolio optimization method, based on particle swarm optimization, which provides the best investment profile for a market player, considering different market opportunities (bilateral negotiation, market sessions, and operation in different markets) and the negotiation context such as the peak and off-peak periods of the day, the type of day (business day, weekend, holiday, etc.) and most important, the renewable based distributed generation forecast. The proposed approach is tested and validated using real electricity markets data from the Iberian operator - MIBEL.

2014

Automatic electricity markets data extraction for realistic multi-agent simulations

Autores
Pereira, IF; Sousa, TM; Praca, I; Freitas, A; Pinto, T; Vale, Z; Morais, H;

Publicação
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Abstract
Electricity markets worldwide suffered profound transformations. The privatization of previously nationally owned systems; the deregulation of privately owned systems that were regulated; and the strong interconnection of national systems, are some examples of such transformations [1, 2]. In general, competitive environments, as is the case of electricity markets, require good decision-support tools to assist players in their decisions. Relevant research is being undertaken in this field, namely concerning player modeling and simulation, strategic bidding and decision-support. © 2014 Springer International Publishing Switzerland.

2014

The Arrowhead Approach for SOA Application Development and Documentation

Autores
Blomstedt, F; Ferreira, LL; Klisics, M; Chrysoulas, C; de Soria, IM; Morin, B; Zabasta, A; Eliasson, J; Johansson, M; Varga, P;

Publicação
IECON 2014 - 40TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY

Abstract
The Arrowhead project aims to address the technical and applicative issues associated with cooperative automation based on Service Oriented Architectures. The problems of developing such kind of systems are mainly due to the lack of adequate development and service documentation methodologies, which would ease the burden of reusing services on different applications. The Arrowhead project proposes a technical framework to efficiently support the development of such systems, which includes several tools for documentation of services and to support the development of SOA-based installations. The work presented in this paper describes the approach which has been developed for the first generation pilots to support the documentation of their structural services. Each service, system and system-of-systems within the Arrowhead Framework must be documented and described in such way that it can be implemented, tested and deployed in an interoperable way. This paper presents the first steps of realizing the Arrowhead vision for interoperable services, systems and systems-of-systems.

2014

Arrowhead Compliant Virtual Market of Energy

Autores
Ferreira, LL; Siksnys, L; Pedersen, P; Stluka, P; Chrysoulas, C; Le Guilly, T; Albano, M; Skou, A; Teixeira, C; Pedersen, T;

Publicação
2014 IEEE EMERGING TECHNOLOGY AND FACTORY AUTOMATION (ETFA)

Abstract
Industrial processes use energy to transform raw materials and intermediate goods into final products. Many efforts have been done on the minimization of energy costs in industrial plants. Apart from working on "how" an industrial process is implemented, it is possible to reduce the energy costs by focusing on "when" it is performed. Although, some manufacturing plants (e.g. refining or petrochemical plants) can be inflexible with respect to time due to interdependencies in processes that must be respected for performance and safety reasons, there are other industrial segments, such as alumina plants or discrete manufacturing, with more degrees of flexibility. These manufacturing plants can consider a more flexible scheduling of the most energy-intensive processes in response to dynamic prices and overall condition of the electricity market. In this scenario, requests for energy can be encoded by means of a formal structure called flex-offers, then aggregated (joining several flex-offers into a bigger one) and sent to the market, scheduled, disaggregated and transformed into consumption plans, and eventually, into production schedules for given industrial plant. In this paper, we describe the flex-offer concept and how it can be applied to industrial and home automation scenarios. The architecture proposed in this paper aims to be adaptable to multiples scenarios (industrial, home and building automation, etc.), thus providing the foundations for different concept implementations using multiple technologies or supporting various kinds of devices.

2014

The arrowhead approach for SOA application development and documentation

Autores
Blomstedt, F; Ferreira, LL; Klisics, M; Chrysoulas, C; De Soria, IM; Morin, B; Zabasta, A; Eliasson, J; Johansson, M; Varga, P;

Publicação
Proceedings, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society

Abstract
The Arrowhead project aims to address the technical and applicative issues associated with cooperative automation based on Service Oriented Architectures. The problems of developing such kind of systems are mainly due to the lack of adequate development and service documentation methodologies, which would ease the burden of reusing services on different applications. The Arrowhead project proposes a technical framework to efficiently support the development of such systems, which includes several tools for documentation of services and to support the development of SOA-based installations. The work presented in this paper describes the approach which has been developed for the first generation pilots to support the documentation of their structural services. Each service, system and system-of-systems within the Arrowhead Framework must be documented and described in such way that it can be implemented, tested and deployed in an interoperable way. This paper presents the first steps of realizing the Arrowhead vision for interoperable services, systems and systems-of-systems. © 2014 IEEE.

2014

The arrowhead approach for SOA application development and documentation

Autores
Blomstedt, F; Ferreira, LL; Klisics, M; Chrysoulas, C; De Soria, IM; Morin, B; Zabasta, A; Eliasson, J; Johansson, M; Varga, P;

Publicação
Proceedings, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society

Abstract
The Arrowhead project aims to address the technical and applicative issues associated with cooperative automation based on Service Oriented Architectures. The problems of developing such kind of systems are mainly due to the lack of adequate development and service documentation methodologies, which would ease the burden of reusing services on different applications. The Arrowhead project proposes a technical framework to efficiently support the development of such systems, which includes several tools for documentation of services and to support the development of SOA-based installations. The work presented in this paper describes the approach which has been developed for the first generation pilots to support the documentation of their structural services. Each service, system and system-of-systems within the Arrowhead Framework must be documented and described in such way that it can be implemented, tested and deployed in an interoperable way. This paper presents the first steps of realizing the Arrowhead vision for interoperable services, systems and systems-of-systems. © 2014 IEEE.

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