scispace - formally typeset
Open AccessJournal ArticleDOI

Towards the next generation of smart grids: semantic and holonic multi-agent management of distributed energy resources

Reads0
Chats0
TLDR
In this article, the authors argue that a new generation of holonic energy systems is required to orchestrate the interplay between these dense, diverse and distributed energy components, which promotes the systemic features of autonomy, belonging, connectivity, diversity and emergence, and balances global and local system objectives.
Abstract
The energy landscape is experiencing accelerating change; centralized energy systems are being decarbonized, and transitioning towards distributed energy systems, facilitated by advances in power system management and information and communication technologies. This paper elaborates on these generations of energy systems by critically reviewing relevant authoritative literature. This includes a discussion of modern concepts such as ‘smart grid’, ‘microgrid’, ‘virtual power plant’ and ‘multi-energy system’, and the relationships between them, as well as the trends towards distributed intelligence and interoperability. Each of these emerging urban energy concepts holds merit when applied within a centralized grid paradigm, but very little research applies these approaches within the emerging energy landscape typified by a high penetration of distributed energy resources, prosumers (consumers and producers), interoperability, and big data. Given the ongoing boom in these fields, this will lead to new challenges and opportunities as the status-quo of energy systems changes dramatically. We argue that a new generation of holonic energy systems is required to orchestrate the interplay between these dense, diverse and distributed energy components. The paper therefore contributes a description of holonic energy systems and the implicit research required towards sustainability and resilience in the imminent energy landscape. This promotes the systemic features of autonomy, belonging, connectivity, diversity and emergence, and balances global and local system objectives, through adaptive control topologies and demand responsive energy management. Future research avenues are identified to support this transition regarding interoperability, secure distributed control and a system of systems approach.

read more

Citations
More filters
Journal ArticleDOI

Towards a semantic Construction Digital Twin: directions for future research

TL;DR: The paper reviews the multi-faceted applications of BIM during the construction stage and highlights limits and requirements, paving the way to the concept of a Construction Digital Twin, described in terms of underpinning research themes, while elaborating on areas for future research.
Journal ArticleDOI

Artificial Intelligence and Machine Learning Approaches to Energy Demand-Side Response: A Systematic Review

TL;DR: An overview of AI methods utilised for DR applications is provided, based on a systematic review of over 160 papers, 40 companies and commercial initiatives, and 21 large-scale projects, where AI methods have been used for energy DR.
Journal ArticleDOI

Uncertainty models for stochastic optimization in renewable energy applications

TL;DR: It is concluded based on the surveyed literatures that the stochastic optimization methods almost always outperform the deterministic optimization methods in terms of social, technical, and economic aspects of renewable energy systems.
Journal ArticleDOI

A review of the role of distributed generation (DG) in future electricity systems

TL;DR: In this article, the authors explore the factors that influence the role of DG in future electricity systems and the existing tools that can be used to explore how these factors can impact the role and impact of DG considering four future visions for electricity systems each with increasing levels of decentralisation.
Journal ArticleDOI

A Virtual Power Plant Architecture for the Demand-Side Management of Smart Prosumers

TL;DR: In this paper, a Virtual Power Plant (VPP) architecture for the optimal management of DERs owned by prosumers participating in Demand-Side Management (DSM) programs is presented.
References
More filters

Kyoto Protocol to the United Nations Framework Convention on Climate Change

Unfccc
TL;DR: This informal consolidated text of the Kyoto Protocol incorporates the Amendment adopted at the eighth session of the Conference of the Parties serving as the meeting of the parties to Kyoto Protocol (Doha Amendment).
Journal ArticleDOI

Demand Side Management: Demand Response, Intelligent Energy Systems, and Smart Loads

TL;DR: An overview and a taxonomy for DSM is given, the various types of DSM are analyzed, and an outlook on the latest demonstration projects in this domain is given.
Journal ArticleDOI

Smart Grid — The New and Improved Power Grid: A Survey

TL;DR: In this paper, the authors survey the literature till 2011 on the enabling technologies for the Smart Grid and explore three major systems, namely the smart infrastructure system, the smart management system, and the smart protection system.

Smart Grid - The New and Improved Power Grid:

TL;DR: This article surveys the literature till 2011 on the enabling technologies for the Smart Grid, and explores three major systems, namely the smart infrastructure system, the smart management system, and the smart protection system.
Journal ArticleDOI

Demand response and smart grids—A survey

TL;DR: In this article, a survey of demand response potentials and benefits in smart grids is presented, with reference to real industrial case studies and research projects, such as smart meters, energy controllers, communication systems, etc.
Related Papers (5)