Impact of Weather Forecasts and Green Building on Micro Grid Energy Management System

Baht, Ihsan Mizher; Nicolae, Petre Marian; Nicolae, Marian Stefan

doi:10.1109/sielmen.2019.8905846

Cited by 3 publications

(5 citation statements)

References 9 publications

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“…The evaluation of Microgrid Energy Management using Weather Predictions emphasizes the potential advantages of incorporating weather forecasts [50] into the functioning of microgrid systems. As a result, microgrid operators can forecast the renewable energy sources that will be available and use those sources most effectively, which can save energy bills and carbon emissions.…”

Section: Discussionmentioning

confidence: 99%

Microgrid Energy Management using Weather Forecasts: Case Study, Discussion and Challenges

Akter,

Islam,

Hasan

2023

IJRCS

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The main objective of this study is to demonstrate the integration of weather forecasts which can lead to a significant reduction in energy costs and carbon emissions while ensuring the reliability of the microgrid operation. By serving a small area or a particular building, the incorporation of weather forecasts can considerably increase the efficiency of microgrid energy management. The planning and operation of microgrids can be greatly improved by using weather predictions, which give useful information about upcoming weather conditions. By forecasting future energy demand and supply based on meteorological conditions, Microgrid Energy Management (MEM) is utilized to optimize the energy management decisions in microgrid systems. Making better choices regarding energy generation, storage, and consumption may be aided by the incorporation of weather forecasts, which can offer a more precise and trustworthy estimate of the energy demand and supply. This strategy can result in increased energy efficiency, decreased energy prices, and decreased carbon emissions, all of which are important goals for contemporary power systems. A promising approach for raising energy effectiveness and lowering greenhouse gas emissions in contemporary power networks is MEM. The incorporation of weather forecasts into MEM can improve decision-making regarding energy management by giving a better insight of future energy demand and supply. This essay examines the advantages and disadvantages of using weather forecasts in MEM through the presentation of a case example. By providing valuable information about future weather conditions, weather forecasts this review explain the Optimized Renewable Energy Integration, Improved Energy Storage Utilization, Load Shifting and Demand Response, Efficient Grid Management for reducing reliance on fossil fuels and lowering energy cost and carbon emissions. In order to address the issues related with MEM employing weather forecasts, this study offers potential fixes for increasing the accuracy of weather forecasts and emphasizes the necessity for more research in this area.

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Section: Discussionmentioning

confidence: 99%

Microgrid Energy Management using Weather Forecasts: Case Study, Discussion and Challenges

Akter,

Islam,

Hasan

2023

IJRCS

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“…The generation system above was analyzed using BIM software for the same area, utilization and population. But the average effect in Craiova is less than Baghdad [12] [13]. The table 5 below states the expected average electrical power generation if renewable energy (PV) is utilized, where these data were analyzed and average temperature and irradiance were calculated for both cities of Baghdad and Craiova for several types of solar panels and also for wind turbine.…”

Section: Evaluation Of Co2 Emissions When Only Fuel Is Used For Powermentioning

confidence: 99%

“…The table 5 below states the expected average electrical power generation if renewable energy (PV) is utilized, where these data were analyzed and average temperature and irradiance were calculated for both cities of Baghdad and Craiova for several types of solar panels and also for wind turbine. The average production in Baghdad is higher than that in Craiova because of the nature of weather and intervals of sun energy availability and higher levels of irradiance [12] [13]. BIM software functions through analyzing of buildings and stating the effects of civil and mechanical works on the electrical power consumption.…”

Section: Evaluation Of Co2 Emissions When Only Fuel Is Used For Powermentioning

confidence: 99%

“…8). Figure 9 represents a comparison in analysis of a building in Baghdad where average consumption is highest through normal analysis, but when Green Building software is utilized as represented in yellow color which reaches a consumption of 310kwh/m 3 , and green color when analyzed using BIM software with an annual consumption of up to 120kwh/m 3 [12], [13].…”

Section: Evaluation Of Co2 Emissions When Only Fuel Is Used For Powermentioning

confidence: 99%

“…Depicts the effect of energy production. Fuel consumption in Baghdad -Iraq is up to 6 tons[12] [13].…”

mentioning

confidence: 99%

See 2 more Smart Citations

Analysis of Green Building Effect on Micro grid Based on Potential Energy Savings and BIM

Baht¹,

Nicolae²,

Diana³

et al. 2020

Adv. sci. technol. eng. syst. j.

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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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Impact of Weather Forecasts and Green Building on Micro Grid Energy Management System

Cited by 3 publications

References 9 publications

Microgrid Energy Management using Weather Forecasts: Case Study, Discussion and Challenges

Microgrid Energy Management using Weather Forecasts: Case Study, Discussion and Challenges

Analysis of Green Building Effect on Micro grid Based on Potential Energy Savings and BIM

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

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