Development of Cluster-Based Energy Management Scheme for Residential Usages in the Smart Grid Community

Rashid, Mamun Ur; Granelli, Fabrizio; Ma, Hossain; Alam, Safaet; Al–Ismail, Fahad Saleh; Shah, Rakibuzzaman

doi:10.3390/electronics9091462

Cited by 8 publications

(4 citation statements)

References 38 publications

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“…e elevator shaft on both sides leads from the first-floor garage to the top floor. e 9-25 floors of building B are residential space, but the singlestory units are the opposite of the double-story units [29][30][31].…”

Section: Residential Community Architectural Space Formmentioning

confidence: 99%

Research on the Generation and Design Method of Residential Community Scheme Based on Improving Design

Wang

2021

Scientific Programming

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Along with the urban renewal and development, the urban living environment has given rise to various problems that need to be solved. With an eye on the future development model of residential communities, an experimental preliminary design for the construction of architectural space, public space, and landscape space based on people’s actual needs is carried out in an attempt to alleviate the more urgent symbiotic relationship between people and urban environment. To this end, this paper proposes a planning and design generation framework for the constructed external spatial environment of building groups based on a recursive double-adversarial network model. Firstly, we extract the features of the constructed external spatial environment of the building group in depth and generate the expression feature map, which is used as a supervisory signal to generate an expression seed image of the constructed external spatial environment of the building group; then we use the generated seed image together with the constructed external spatial environment of the original target building group as the input to generate a feature-holding image as the output of the current frame, and the feature-holding image is also used as the input for the next. Finally, the seed image generation network and the feature-holding image generation network are recursively used to generate the next frame, and the video sequence of the expressions of the constructed external spatial environment of the building group with the same feature-holding expressions as the original input is recursively obtained several times. The experimental results on the building group database show that the proposed method can generate clear and natural video frames of the constructed external spatial environment of the building group, which can be gradually derived from the design of building units to the construction of the building group and penetrate into the planning and design of the external spatial environment in order to comprehensively improve the living environment of urban population and provide a design method and theoretical support for the design of future urban residential communities.

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Section: Residential Community Architectural Space Formmentioning

confidence: 99%

Research on the Generation and Design Method of Residential Community Scheme Based on Improving Design

Wang

2021

Scientific Programming

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“…At present, domestic and foreign literatures have reported on the role of VPP in new energy power consumption. Reference [23] proposes a method to control a virtual power plant containing wind turbines and cogeneration units to achieve the goal of smoothing wind power fluctuations and reducing power generation costs. In view of the difficulty of grid-connected scheduling of large-scale wind farms, the authors in [24] proposed a virtual power plant concept that equivalently aggregates wind turbines in a certain area with conventional water, thermal power units and energy storage equipment, and realizes the power grid power for the unit equipment in the area.…”

Section: Introductionmentioning

confidence: 99%

A Joint Optimization Algorithm for Renewable Energy System

Khan¹,

Muhammad‐Sukki²,

Rey³

et al. 2023

IASC

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Energy sustainability is a hot topic in both scientific and political circles. To date, two alternative approaches to this issue are being taken. Some people believe that increasing power consumption is necessary for countries' economic and social progress, while others are more concerned with maintaining carbon consumption under set limitations. To establish a secure, sustainable, and economical energy system while mitigating the consequences of climate change, most governments are currently pushing renewable growth policies. Energy markets are meant to provide consumers with dependable electricity at the lowest possible cost. A profit-maximization optimal decision model is created in the electric power market with the combined wind, solar units, loads, and energy storage systems, based on the bidding mechanism in the electricity market and operational principles. This model utterly considers the technological limits of new energy units and storages, as well as the involvement of new energy and electric vehicles in market bidding through power generation strategy and the output arrangement of the virtual power plant's coordinated operation. The accuracy and validity of the optimal decision-making model of combined wind, solar units, loads, and energy storage systems are validated using numerical examples. Under multioperating scenarios, the effects of renewable energy output changes on joint system bidding techniques are compared.

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“…Many cities, for example, more than 80 cities in Europe and more than 170 localities in the United States of America (USA) have pledged to power their communities exclusively with renewable energy [47,48]. In comparison to conventional vehicles, all-electric vehicles, plug-in hybrid electric vehicles (PHEVs), and hybrid electric vehicles (HEVs) emit less GHGs, and have zero emissions when powered only by RESs [49][50][51][52]. To implement the low-emission development strategies in line with international trends, Vision 2030 of the Kingdom of Saudi Arabia (KSA) has an ambitious goal of generating 57.8 Gigawatts of power from renewable energy sources [53].…”

Section: Renewable Energy Generation In Saudi Arabiamentioning

confidence: 99%

Impacts of Renewable Energy Generation on Greenhouse Gas Emissions in Saudi Arabia: A Comprehensive Review

et al. 2023

Self Cite

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Over the last few years, the electric energy demand in the Kingdom of Saudi Arabia (KSA) has increased many folds due to several factors including increased population, industrialization, economic activities, and urbanization. The main source of electric power generation in KSA is the burning of petroleum products. Almost one third of greenhouse gas (GHG) emissions are contributed from the electric power generation sector, mainly, by burning diesel and natural gas. As a result, it makes it necessary to consider alternate forms of electricity generation in order to cut down emissions and to keep sustainable growth alive. The government has planned to diversify energy sources and suppliers. In recent years, energy generation from renewable sources including solar photovoltaic (PV), wind, concentrated solar power (CSP), biomass, geothermal, and tidal, has been given more importance. The ambitious Saudi Vision 2030 targets of 58.7 GW of power generation from renewable energy sources will cause a significant reduction in GHG emissions from the energy sector. This article systematically reviews the impact of renewable energy generation on GHG emissions. The detailed breakdown of GHG emission is discussed. Then, the status of renewable energy generation is investigated, focusing on the technical and economic potentials. The correlation of renewable energy generation and GHG emissions is then explained. The most distinguishing feature of this review is that it provides a comprehensive list of recommendations to reduce GHG emissions. The discussions and recommendations of this article will support decision makers, system planners, industry personnel, researchers, and academics to develop sustainable energy pathways for the Kingdom.

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Development of Cluster-Based Energy Management Scheme for Residential Usages in the Smart Grid Community

Cited by 8 publications

References 38 publications

Research on the Generation and Design Method of Residential Community Scheme Based on Improving Design

Research on the Generation and Design Method of Residential Community Scheme Based on Improving Design

A Joint Optimization Algorithm for Renewable Energy System

Impacts of Renewable Energy Generation on Greenhouse Gas Emissions in Saudi Arabia: A Comprehensive Review

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