This paper provides a future looking perspective on the evolution of cloud-native technologies in the design, operation, and maintenance of industrial controlsystems with aging device communication protocols. First a...
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Grid-connected inverters play a pivotal role in integrating renewable energy sources into modern power systems. However, the presence of unbalanced grid conditions poses significant challenges to the stable operation ...
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The management of traffic in urban environments has become increasingly complex due to rapid urbanization and the growing number of vehicles on the road. This literature review synthesizes research on various traffic ...
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Innovative solutions for sustainability and energy efficiency are crucial in green building management. This study presents a novel approach to optimizing air conditioning (AC) system operations in commercial building...
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Innovative solutions for sustainability and energy efficiency are crucial in green building management. This study presents a novel approach to optimizing air conditioning (AC) system operations in commercial buildings, with a focus on real-time control aimed at reducing energy consumption. We propose the Smart Visual Air Conditioning controller (SVACC), which utilizes computer vision and deep learning-based human detection to intelligently manage AC operation, minimizing unnecessary runtime. By detecting human presence in meeting rooms, the system dynamically adjusts AC activation based on occupancy, thereby significantly reducing energy waste. A statistical analysis conducted over five months across ten conference rooms demonstrated that the SVACC reduced AC usage time by 33.60 %. We validate and optimize the SVACC across various building types, including commercial office spaces, industrial warehouses and laboratories, and residential apartments. The system achieved an optimal balance with 96.55 % precision and 93.33 % recall, resulting in an F1 score of 0.9492, demonstrating high performance across various environments. Our results underscore the effectiveness of the SVACC, which highlights the potential of integrating advanced deep learning models with HVAC systems to optimize energy consumption. This approach offers a promising solution for improving HVAC design and energy management across diverse building environments. future work will focus on refining sensor technology and control algorithms to further optimize energy efficiency.
Industrial automation has become a cornerstone of modern manufacturing, enhancing efficiency, reliability, and scalability. The integration of intelligent control algorithms, such as fuzzy logic, neural networks, gene...
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This research represents a comparative study of Load Frequency control (LFC) using Model Predictive control (MPC). The results have also been compared with Proportional-Integral-Derivative (PID) controllers. LFC is ev...
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The flexibility potential of electric vehicles, heat pumps, photovoltaics, and storage systems allocated at customer premises raises attention to grid-serving and market-serving control applications. However, control ...
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ISBN:
(纸本)9783031747373;9783031747380
The flexibility potential of electric vehicles, heat pumps, photovoltaics, and storage systems allocated at customer premises raises attention to grid-serving and market-serving control applications. However, control applications vary as the kind of flexibility differs due to the complexity of interactions behind the meter, the actors involved, conflict of interests, regulatory requirements, and the number of systems to integrate. Consequently, the validation of applications across all phases of development reveals the potential bottlenecks of the application before deployment. This work presents the use cases for distribution system control applications and how they can be validated in a hardware-in-the-loop simulation environment. The validation environment covers the systems of a distribution system operator and its upstream grid operator, virtual field devices, a real-time grid simulation, the meter operator including the operation of an advanced metering infrastructure, as well as applications from market participants like aggregators. As a proof of concept, two use cases are selected to demonstrate how grid operator coordination and customer behaviour can be validated. Thereafter, it will be implied how the validation environment is suitable for future use cases, such as the coordination of grid-serving and market-serving control applications.
The production throughputs of the food industry grow continuously due to the ever-increasing customer demand. At the same time, food safety measures become increasingly strict. To this end, efficient quality control i...
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Surveillance drones equipped with video transmission capabilities play a crucial role in modern security systems, with the integration of OpenCV for object detection marking a significant advancement. This study evalu...
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Ridesharing systems have become an important part of urban transportation. At the same time, electric vehicle (EV) adoption is also growing at a fast pace as an eco-friendly and sustainable transportation option. To o...
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