Design and implementation of an intelligent energy management system for smart home utilizing a multi-agent system

Gherairi, Salsabil

doi:10.1016/j.asej.2022.101897

Cited by 14 publications

(4 citation statements)

References 36 publications

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“…To reduce their global GHG footprint, there is also an onus on SMEs to adopt renewable energy sources because SMEs account for 13% of global energy usage [28]. Technologies which can harness solar, wind and geothermal power offer significant advantages in reducing GHG footprints compared to traditional fossil fuels [36][37][38]. This reduction in footprint can also lead to other benefits; for example, the installation of solar panels or wind turbines on roofs or premises can act as a catalyst to generate electricity cleanly and efficiently, lowering operating costs and reducing reliance on grid power [6,33,39].…”

Section: Adopting Renewable Energy Sourcesmentioning

confidence: 99%

A Comprehensive Model for Developing SME Net Zero Capability Incorporating Grey Literature

2023

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SMEs collectively account for a significant proportion of greenhouse gas emissions and so there is a need for urgent action to be taken by SMEs in the journey to achieve net zero. In this article, we provide a comprehensive conceptual framework for SMEs to draw from in the journey towards net zero by synthesizing the academic and grey literature. By bringing together key strands of the literature, we derive a conceptual model that provides a clear pathway for SMEs to embark on their net zero journeys. The framework we invent involves understanding the position of the SME in the value chain, understanding the pressures from stakeholders, undertaking greenhouse gas accounting to measure current levels of carbon emissions, undertaking internal changes towards the net zero agenda, undertaking external facing changes towards the net zero agenda, uncoupling, community participation, and updating business activities regularly. This model acts as a progressive decision-making and continuous improvement framework that will be an asset to SMEs as they undertake net zero activities. Overall, the paper contributes to the sustainability literature by being the first to synthesize the academic and grey literature to develop a comprehensive conceptual framework for SMEs to attain net zero.

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Section: Adopting Renewable Energy Sourcesmentioning

confidence: 99%

A Comprehensive Model for Developing SME Net Zero Capability Incorporating Grey Literature

2023

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“…Hasan et al [29] empowered consumers with remote appliance control through a smart, transparent, and adaptable IoT-based EMS, accessible via smartphones. Gherairi [30] combined solar, fuel cells, supercapacitors, and vehicle-to-home power, and found that smart scheduling saved energy without needing extra grid power. Yousefi et al [31] highlighted how EMS empowers smart homes to be more efficient, economical, reliable, and energy-saving.…”

Section: Introductionmentioning

confidence: 99%

“…Based on previous research, EMS has been used in various sectors; including industrial applications [3,4,[5][6][7][8][9][10][11][12][13][14], urban [15][16][17][18][19][20][21][22][23][24][25][26][27], residential [28][29][30][31][32][33][34][35][36][37], commercial buildings [38][39][40][41][42][43][44][45][46]. However, there is still very little research related to the current state of the art in EMS with a focus on the integration of energy efficiency and renewable energy.…”

Section: Introductionmentioning

confidence: 99%

Recent Research Progress on Sustainable Energy Management System Based on Energy Efficiency and Renewable Energy

Yandri,

Pramono,

Sihombing

et al. 2024

BIO Web Conf.

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Energy Management Systems (EMS) have become increasingly important in efforts to address global energy challenges, such as increasing energy demand and climate change. EMS can be used to improve energy efficiency; reduce greenhouse gas emissions; and increase energy security. The purpose of the research is to review the latest research progress which focuses on EMS from various sectors based on energy efficiency and renewable energy. This research method involves four steps: selecting the EMS topic, searching for related papers using keywords on Google Scholar; summarizing and categorizing the obtained papers, and creating a table for easy understanding of the collected research; followed by analysis and discussion. As a result, recent research progress on sustainable EMS has been discussed, emphasizing categories like IoT; cloud data; controllers; reinforcement learning; renewable energy sources; energy storage; energy trading; and dashboards. The focus in EMS studies lies on IoT devices; controllers; reinforcement learning; and renewable energy; with less emphasis on energy trading and dashboards. The primary objective is to facilitate energy use tracking for users in various sectors, enabling them to assess efficiency and cost-effectiveness. This review facilitates energy tracking across diverse sectors for users, enabling evaluation of efficiency and cost-effectiveness.

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“…In the past two decades, research interest on multiagent systems continues to grow because of its potential applications in many practical engineering systems including smart home utilizing, warehouse problem, parafoil airdrop and economic dispatch problem [1][2][3][4]. Consensus is one of most the important and fundamental problems in the field of cooperative control of the multiagent systems.…”

Section: Introductionmentioning

confidence: 99%

Fully distributed event‐triggered consensus control for linear multiagent systems under DoS attacks

Sheng

Sun

2023

IET Control Theory & Appl

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This article investigates the event‐triggered consensus problem of general linear multiagent systems with denial‐of‐service (DoS) attacks. A distributed event‐triggered mechanism is presented to alleviate the limited communication resources, the designed mechanism is fully distributed owing to the introduction of some adaptive parameters. Moreover, since the DoS attacks have been considered in the event‐triggered rule design, a switching strategy for the adaptive parameters is adopted. A switching Lyapunov function is used to strictly demonstrate that secure consensus can be reached effectively under the proposed control mechanism. The quantitative relationship between the frequency of the DoS attacks and the consensus is also presented. Moreover, the Zeno behaviour can be excluded for the studied close‐looped systems. Finally, a numerical simulation example is given to demonstrate the validity of the designed control law.

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Design and implementation of an intelligent energy management system for smart home utilizing a multi-agent system

Cited by 14 publications

References 36 publications

A Comprehensive Model for Developing SME Net Zero Capability Incorporating Grey Literature

A Comprehensive Model for Developing SME Net Zero Capability Incorporating Grey Literature

Recent Research Progress on Sustainable Energy Management System Based on Energy Efficiency and Renewable Energy

Fully distributed event‐triggered consensus control for linear multiagent systems under DoS attacks

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