A systematic literature review on the use of artificial intelligence in energy self-management in smart buildings. November 2021; Renewable and Sustainable Energy Reviews 151(6):111530;
The emerging concept of smart buildings, which requires the incorporation of sensors and big data (BD) and utilizes artificial intelligence (AI), promises to usher in a new age of urban energy efficiency. By using AI technologies in smart buildings, energy consumption can be reduced through better control, improved reliability, and automation. This paper is an in-depth
This study proposes a smart home energy management system (SHEMS) that leverages neurocomputing-based time-series load modeling and forecasting, facilitated by energy decomposition, for smart home automation (Lin et al., Citation 2022). By utilizing power-utility-owned smart meters to transmit electrical energy consumption data, SHEMS tracks
This paper presents a qualitative and Systematic Literature Review (SLR) and suggests solutions for the successful implementation of IoT technologies in smart cities to improve energy management. 2474 research articles have been identified mainly covering the recent advancements in smart energy systems.
Therefore, in this paper, we give a comprehensive state-of-the-art on various recent techniques and solutions which provide energy savings in smart homes and buildings. This includes statistical models, cloud computing based solutions, fog computing and smart metering based architectures, and several other IoT (internet of things) inspired
Energy Management Systems — Reducing Energy Consumption. Energy Management Systems (EMS) optimize energy use within smart buildings by providing real-time monitoring and control of energy-intensive operations like HVAC and lighting. These systems help identify inefficiencies and reduce energy waste. Buildings with EMS can greatly reduce
Thanks to these efforts, the sector has progressively been shifting from traditional buildings towards the emergent paradigm of smart sustainable buildings (SSBs) [4].For SSBs, improving energy efficiency through optimal energy management is only half the story (smart); reducing the overall environmental impact during the operational phase, including
The integration of IoT, AI, and advanced management systems into modern buildings has revolutionized energy efficiency, safety, and maintenance. From optimizing HVAC systems to enabling predictive maintenance, these technologies not only reduce operational costs but also improve overall building performance.
Implementing IoT in an HVAC system is mandatory to achieve an eco-friendly working environment and conserve energy. Intelligent HVAC systems use smart thermostats, smart meters, and smartphone applications. Smart Building Energy Management System (SBEMS) describes energy utilization and predicts potential energy consumption . By
3.2 The smart building technology. According to Sherif, Sherif and Eissa [36:p15], smart buildings are "automated buildings, intelligent buildings, and buildings with smart technology" is a term used to describe structures that include technologies such as digital infrastructure, energy efficiency measures, intelligent building management systems, wireless
Implementing IoT in an HVAC system is mandatory to achieve an eco-friendly working environment and conserve energy. Intelligent HVAC systems use smart thermostats, smart meters, and smartphone applications.
In this section, we discuss the design and the implementation of stochastic MPC approaches for the effective control of HVAC systems. HVAC systems are employed to maintain acceptable thermal comfort and (text {CO}_2) levels in buildings. A relevant share of the overall energy use in buildings is for ventilation, space heating and cooling; effective control of
In recent years, the integration of household EMSs with EVs has emerged as a significant area for researchers. In [11], four distinct energy management strategies for a grid-connected photovoltaic battery (PVB) system were evaluated across four different building communities: campus, residential, office, and commercial.The demand-side energy
Therefore, in this paper, we give a comprehensive state-of-the-art on various recent techniques and solutions which provide energy savings in smart homes and buildings. This includes
The demand-side energy management scenarios examined include maximizing photovoltaic self-consumption, a cost-minimization approach using TOU pricing, and two peer-to-peer (P2P) strategies—one based on Mid-Market Rate (MMR) and the other on a novel demand response (DR) mechanism.
The mall, completed in 2019, is a shining example of eco-friendly design and construction in Lesotho. Benefits: a. Energy Efficiency: The Pioneer Mall incorporates energy-efficient lighting, HVAC systems, and a state-of-the-art building management system.
Technologies used in intelligent buildings include sensors, automation systems, communication systems, and building management systems. How can smart buildings help the environment? "The Role of Interior Design in Smart Buildings," Energy Procedia, vol. 111, pp. 154-163, 2017. 3 DAYS TO BUILD YOUR SUSTAINABLE LEGACY IN 2025 (AND BEYOND)
This review study focuses on an overview of the design and implementation of energy-related smart building technologies, including energy management systems, renewable energy applications, and
The development and management of smart buildings is still taking shape. While full standardisation is not yet within reach, development of a domOS-like ecosystem introduces a new role into the sector: that of smart building manager. The manager would function as a supervisor for the more and more complex building''s energy system.
The world is increasingly driven by technology, particularly when it comes to the pursuit of sustainability. Smart buildings — facilities which use intelligence to collect data from the likes of devices, sensors, systems and on-premises services — are setting new standards for sustainability, as well as efficiency and comfort.. Across the world, cutting-edge structures are
Equipped with smart technology that maximize energy use and lower operating costs and environmental effects by thus limiting energy waste, smart buildings By means of exact monitoring, predictive
The integration of IoT, AI, and advanced management systems into modern buildings has revolutionized energy efficiency, safety, and maintenance. From optimizing HVAC systems to enabling predictive maintenance, these
The Energy Management System (EMS) in smart buildings is essential for optimizing energy consumption, as seen in Figure 9, entitled IoT Energy Consumption for Smart Building. This detailed model illustrates the interrelated elements that constitute the energy management system.
Moreover, it is essential that the materials and energy used in IoT devices be sustainable and recyclable for enduring environmental stewardship. Smart building technologies should be designed to enhance energy efficiency while preserving functionality, hence supporting overarching sustainability objectives.
Evolution of Smart Home Energy Management System Using Internet of Things and Machine Learning Algorithms (Singh et al., 2022). In smart cities, this research helps and solve energy management problems. The system reduces the energy costs of a smart home or building through recommendations and predictions.
This SLR concludes that in the near future self-sustainable smart homes and smart buildings will have a major contribution to the smart cities and these are also considered the biggest stakeholder of the energy markets.
The only for the smart cities. Energy management in buildings is related solutions. Thus, our subsection II -C-1 contributes to important, and valuable solutions. 2017, 2018, and 2019, respectively. In , the authors issues of smart devices. Different approaches from the year 2010 to 2016 have been summarized. The energy and
To improve the power quality within a smart building, ESS can be integrated and operated in response to price changes. Furthermore, all upper-stated technologies will be integrated together to develop a robust energy system for a smart city.
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