Virtual power producers market strategies

This paper presents MASCEM - a multi-agent based electricity market simulator. MASCEM uses game theory, machine learning techniques, scenario analysis and optimisation techniques to model market agents and to provide them with decision-support. This paper mainly focus on the MASCEM ability to provide the means to model and simulate Virtual Power Producers (VPP). VPPs are represented as a coalition of agents, with specific characteristics and goals. The paper detail some of the most important aspects considered in VPP formation and in the aggregation of new producers and includes a case study.

A arte e a heráldica autárquica em Portugal

RESUMO: Aborda-se a heráldica autárquica portuguesa não sob o aspecto da correcção da ordenação dos brasões de armas, mas privilegiando-se a abordagem em termos artísticos, ou seja a experimentação estética das armas e sua experimentação em termos de inovação e criatividade.

Multi-agent electricity market simulation with dynamic strategies & virtual power producers

Distributed energy resources will provide a significant amount of the electricity generation and will be a normal profitable business. In the new decentralized grid, customers will be among the many decentralized players and may even help to co-produce the required energy services such as demand-side management and load shedding. So, they will gain the opportunity to be more active market players. The aggregation of DG plants gives place to a new concept: the Virtual Power Producer (VPP). VPPs can reinforce the importance of these generation technologies making them valuable in electricity markets. In this paper we propose the improvement of MASCEM, a multi-agent simulation tool to study negotiations in electricity spot markets based on different market mechanisms and behavior strategies, in order to take account of decentralized players such as VPP.

A inclusão de elementos heráldicos no vestuário não ocidental

RESUMO: É ensaiado um levantamento, ainda que sumário, de usos heráldicos na indumentária não ocidental, nomeadamente em África e no Japão.

Os azulejos do Palácio dos Biscaínhos

RESUMO: É analisada a pintura azulejar do século XVIII que decora o salão nobre do Palácio dos Biscaínhos em Braga, sob a óptica da representação da indumentária e das modas coevas.

Distributed generation producers' reserve management

Sustainable development concerns are being addressed with increasing attention, in general, and in the scope of power industry, in particular. The use of distributed generation (DG), mainly based on renewable sources, has been seen as an interesting approach to this problem. However, the increasing of DG in power systems raises some complex technical and economic issues. This paper presents ViProd, a simulation tool that allows modeling and simulating DG operation and participation in electricity markets. This paper mainly focuses on the operation of Virtual Power Producers (VPP) which are producers’ aggregations, being these producers mainly of DG type. The paper presents several reserve management strategies implemented in the scope of ViProd and the results of a case study, based on real data.

Eça de Queiroz e a moda

RESUMO: Eça de Queiroz foi uma personalidade impar da literatura portuguesa, sendo as suas obras reflexo do tempo que viveu e da sociedade em que se integrou, verificando-se que estas, estão recheadas de referências à indumentária e às modas que se iam sucedendo e que muitas vezes descreveu. Dos indícios documentais biográficos, releva uma relação com a indumentária pessoal muito atenta e cuidada quase podendo ser considerado um dandy.

Dragões de Olivença

RESUMO: É analisada nesta pesquisa a evolução histórica e a heráldica de uma unidade de Cavalaria do Exército Português cujas origens remontam à instalação ainda no século XVIII de um Regimento de Cavalaria na cidade de Olivença, sendo a designação “Dragões de Olivença” recuperada no Estado Novo.

A formação da heráldica do exército no Estado Novo

RESUMO: É analisada nesta pesquisa a evolução da Heráldica do Exército Português ao longo do Estado Novo, sendo referida a importante reforma da década de 60 que lhe veio a conferir uma qualidade excepcional.

A heráldica e a emblemática da Guarda Nacional Republicana I

RESUMO: Ensaia-se o estudo da evolução da heráldica e emblemática da Guarda Nacional Republicana. Trata-se da primeira tentativa de abordagem da matéria em apreço, privilegiando-se e análise em termos artísticos, ou seja a experimentação estética das armas.

A heráldica e a emblemática da Guarda Nacional Republicana - II

RESUMO: Ensaia-se o estudo da evolução da heráldica e emblemática da Guarda Nacional Republicana. Trata-se da primeira tentativa de abordagem da matéria em apreço, privilegiando-se e análise em termos artísticos, ou seja a experimentação estética das armas.

A heráldica e a emblemática da Guarda Nacional Republicana - III

RESUMO: Ensaia-se o estudo da evolução da heráldica e emblemática da Guarda Nacional Republicana. Trata-se da primeira tentativa de abordagem da matéria em apreço, privilegiando-se e análise em termos artísticos, ou seja a experimentação estética das armas.

An optimal scheduling problem in distribution networks considering V2G

This paper addresses the problem of energy resource scheduling. An aggregator will manage all distributed resources connected to its distribution network, including distributed generation based on renewable energy resources, demand response, storage systems, and electrical gridable vehicles. The use of gridable vehicles will have a significant impact on power systems management, especially in distribution networks. Therefore, the inclusion of vehicles in the optimal scheduling problem will be very important in future network management. The proposed particle swarm optimization approach is compared with a reference methodology based on mixed integer non-linear programming, implemented in GAMS, to evaluate the effectiveness of the proposed methodology. The paper includes a case study that consider a 32 bus distribution network with 66 distributed generators, 32 loads and 50 electric vehicles.

Genetic algorithm methodology applied to intelligent house control

In recent years the use of several new resources in power systems, such as distributed generation, demand response and more recently electric vehicles, has significantly increased. Power systems aim at lowering operational costs, requiring an adequate energy resources management. In this context, load consumption management plays an important role, being necessary to use optimization strategies to adjust the consumption to the supply profile. These optimization strategies can be integrated in demand response programs. The control of the energy consumption of an intelligent house has the objective of optimizing the load consumption. This paper presents a genetic algorithm approach to manage the consumption of a residential house making use of a SCADA system developed by the authors. Consumption management is done reducing or curtailing loads to keep the power consumption in, or below, a specified energy consumption limit. This limit is determined according to the consumer strategy and taking into account the renewable based micro generation, energy price, supplier solicitations, and consumers’ preferences. The proposed approach is compared with a mixed integer non-linear approach.

Multiagent system for adaptive strategy formulation in electricity markets

Electricity markets are complex environments with very particular characteristics. MASCEM is a market simulator developed to allow deep studies of the interactions between the players that take part in the electricity market negotiations. This paper presents a new proposal for the definition of MASCEM players’ strategies to negotiate in the market. The proposed methodology is multiagent based, using reinforcement learning algorithms to provide players with the capabilities to perceive the changes in the environment, while adapting their bids formulation according to their needs, using a set of different techniques that are at their disposal.