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Big Data Analytics in Semiconductor & Electronics Market Size to Grow USD 47.2 Billion by 2031 at a CAGR of 9.9%

Big Data Analytics in Semiconductor & Electronics Market Size to Grow USD 47.2 Billion by 2031 at a CAGR of 9.9%
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Building Analytics Market to Witness Major Growth by 2028

Building Analytics Market to Witness Major Growth by 2028
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"A thermodynamic-law-integrated deep learning method for high-dimension" by Haoshan Ren, Chengliang Xu et al.

In building Heating, Ventilation and Air Conditioning (HVAC) systems, sensor healthy operation is the foundation of the adopted control strategies to improve building energy efficiency and indoor thermal comfort. For large and complex HVAC systems where a large number of sensors are often installed, associated sensor fault detection is highly challenging due to the high dimensionality of the sensor data and complex multiple-fault scenarios. To address this challenging issue, this study proposes a novel method in which the thermodynamic laws (i.e., mass balance and energy conservation) are integrated with deep learning. By making use of the intelligence, flexibility, and efficiency of deep learning, the proposed method can easily handle high-dimensional sensor measurements. More importantly, the integration enables the thermodynamic laws (which govern the mass and heat transfer processes in HVAC systems) to be explicitly learned and thus can effectively reduce/eliminate unreasonable res ....

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How to Improve Residential HVAC Efficiency: HVAC Fault Detection

HVAC faults usually go undetected, which is a problem, since they can severely compromise a the energy efficiency of a home's HVAC system ....

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Anycubic Unveils Game-Changing Wash and Cure Max at Formnext+PM South China 2023

/PRNewswire/ The much-anticipated Formnext+PM South China, which is running from August 29th to 31st at the Shenzhen World Exhibition & Convention Center. ....

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