Smart Microgrids: Optimizing Local Resources toward Increased Efficiency and a More Sustainable Growth

Abstract

Smart microgrids are a possibility to reduce complexity by performing local optimization of power production, consumption and storage. We do not envision smart microgrids to be island solutions but rather to be integrated into a larger network of microgrids that form the future energy grid. Operating and controlling a smart microgrid involves optimization for using locally generated energy and to provide feedback to the user when and how to use devices. This chapter shows how these issues can be addressed starting with measuring and modeling energy consumption patterns by collecting an energy consumption dataset at device level. The open dataset allows to extract typical usage patterns and subsequently to model test scenarios for energy management algorithms. Section 3 discusses means for analyzing measured data and for providing detailed feedback about energy consumption to increase customers' energy awareness. Section 4 shows how renewable energy sources can be integrated in a smart microgrid and how energy production can be accurately predicted. Section 5 introduces a self-organizing local energy system that autonomously coordinates production and consumption via an agent-based energy auction system. The final section discusses how the proposed methods contribute to sustainable growth and gives an outlook to future research.

Semantic and Dweller-Based Decision Support System for the Reconfiguration of Domestic Environments: RecAAL

“…Moreover, datatype properties used in the DSS's ontology for appliances' description (Section 4.3.1) can be aligned with the equivalent datatype properties modelled in SAREF (saref:hasDescription, saref:hasManufacturer, saref:hasName; etc.). MonErgy ontology [85] is another example of semantic model developed to provide a description of appliances and their energy ratings. This ontology classifies the monergy:ApplianceType in a set of subclasses, each of which corresponding to appliances' types (monergy:MicrowaveOven, monergy:Oven, monergy:DishWasher, etc.).…”