One of the key aims of Industry 4.0 is to create more responsive systems. Responsiveness and adaptation enable coping with new market requirements or introducing new products, as demonstrated by the challenges posed b...
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ISBN:
(纸本)9781665493130
One of the key aims of Industry 4.0 is to create more responsive systems. Responsiveness and adaptation enable coping with new market requirements or introducing new products, as demonstrated by the challenges posed by COVID-19. Despite the economic and sustainability benefits, practitioners often only consider adapting their systems for limited cases. They rely on simple, intuitive estimates of adaptation metrics and do not optimize these milestone decisions, leading to missed opportunities. Currently, there are no reliable methods for measuring system adaptability, quantifying the effort required to adapt it from one state to another, or optimizing the adaptation decision. This paper proposes a comprehensive adaptation framework based on complexity index quantification, graph network estimation, and multi-objective optimization. The framework outlines three approaches for estimating efforts in adapting the physical systemdesign, upgrading control software, and optimizing the adaptation decision. The application on a lab-sized cell demonstrates the framework's ability to estimate the adaption processes metric and generate a set of optimized cell states. The application reveals potentials for improvement and extension of the three approaches.
Addressing the issue of excessive manual intervention in evaporative cooling control systems, a design based on electrical automation has been developed for an automated evaporative cooling system. To achieve automate...
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In today's society, with the continuous increase in various production activities and residential electricity consumption, the load pressure on the power system is increasing. Therefore, an accurate forecast of th...
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In today's society, with the continuous increase in various production activities and residential electricity consumption, the load pressure on the power system is increasing. Therefore, an accurate forecast of the power load can improve the economic cost, safety, and maintainability of the power generation industry. The focus of the research on the load forecasting of the power system is the collection of forecast data and the establishment of accurate forecasting models. At present, various forecasting methods proposed at home and abroad have different characteristics. This paper focuses on the fluctuation characteristics of electricity consumption in different industries and extracts key influencing factors. Then, it uses these extracted influencing factors and historical electricity consumption data to train and predict the Support Vector Regression models, and compares the prediction effects. The validation data set in this paper uses the electricity consumption of various industries in Shenyang. This research contributes to environmental and low-carbon initiatives by accurately predicting power loads, optimizing energy usage, promoting renewable energy development, and facilitating the establishment of intelligent energy systems.
Along with the rapid development of the computer technique, the numerical twin technique has been widely used in each field. The digital twin is a kind of image of the material world in the information plane. It is ve...
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FACTS device created for distribution system is entirely electronic. PI, PID, Series filter, and other controller components are popular for FACTS device design. This work aims to replace FACTS device controller compo...
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This paper proposes a multi-source radar information fusion technology grounded in digital twin technology, considering the future development trajectories of radar information fusion and the current status and advanc...
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Due to the limitation of many conditions such as topography and geomorphology, the slope structure is easy to cause geological disasters such as landslides, collapses, and debris flows, and instability and uneven sett...
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Energy issues play an increasingly important role in national security and economic development. The country has put forward the policy of building energy-saving and land-saving buildings. The application of the compr...
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In Indonesia, approximately 10% of products possess halal certification. Consequently, there is a need for a solution, specifically a system capable of retrieving information from halal food providers and generating r...
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In order to address the limitations of the CameraLink interface infrared detector on the FPGA side, it was proposed that a wider clock frequency CameraLink decoding read-write display system be implemented. This would...
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