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Household Power Consumption Analysis using Machine Learning
2024 IEEE 4th International Conference on Sustainable Energy and Future Electric Transportation (SEFET)To understand the complex relationships between the power consumption of various household appliances and the overall power usage, this essay delves into the field of machine learning.
Vijay Raviprabhakaran +3 more
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Practical power consumption analysis with current smartphones
2016 29th IEEE International System-on-Chip Conference (SOCC), 2016In this paper, we analyzed the power consumption of all Samsung Galaxy smartphones to explore modern smartphones' power consumption characters. With dedicated measurement and analysis, we found that, some previously emphasized power hungry consumers, like Wi-Fi and multimedia codec, consume very trivial power in the modern smartphones; and video ...
Xiang Chen, Kent W. Nixon, Yiran Chen
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Power consumption analysis in static CMOS gates
2013 26th Symposium on Integrated Circuits and Systems Design (SBCCI), 2013This paper addresses the power consumption in CMOS logic gates through a study that considers the transistor network arrangement and the advance of the technology node. The relationship between charge/discharge and short-circuit dynamic power components are investigated through electrical simulations (SPICE).
Alberto Wiltgen +3 more
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Rotation Scheme Based Power Consumption Analysis for Wireless Sensor Network
2022 International Conference on Smart Technologies and Systems for Next Generation Computing (ICSTSN), 2022In wireless sensor network (WSN) application, one of the most important problems to be considered is power consumption. As a result, a number of methodologies or methods for analyzing the power consumption of the application have been presented.
M. Julie Therese +4 more
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Power Consumption Analysis for Mobile MmWave and Sub-THz Receivers
6G Wireless Summit, 2020Power consumption is one of the most significant technical barriers for practical millimeter wave (mmWave) communication devices for mobile applications. Communication in the higher mmWave bands above 100 GHz will face even greater challenges. This paper
P. Skrimponis +7 more
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Power consumption behavior analysis based on cluster analysis
International Symposium on Artificial Intelligence and Robotics 2021, 2021With the construction of smart grid, a large number of user-side power data has been accumulated. This paper proposes a method for analyzing the user’s power behavior based on clustering algorithm. Firstly, the user load data is classified according to the season, and the user’s seasonal power characteristics are analyzed according to the typical daily
Xinya Yuan, Qinyuan Cai, Song Deng
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Power consumption traces realignment to improve differential power analysis
14th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2011Cryptographic devices can be subject to side-channel attacks. Among those attacks, Differential Power Analysis (DPA) has proven to be very effective and easy to perform. Several countermeasures have been proposed in the literature. However, the effectiveness of these counter measures is still evaluated by resort-ing to intensive DPA simulations and ...
Di Natale, Giorgio +4 more
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Power Consumption Analysis of Architecture on Demand
European Conference and Exhibition on Optical Communication, 2012Recently proposed Architecture on Demand (AoD) node shows considerable flexibility benefits against traditional ROADMs. We study the power consumption of AoD including sub-wavelength time switching functionality. Results show that AoD can bring energy savings at node level.
Garrich, Miquel +4 more
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Analysis of Power Consumption in Multishaft Mixers
Industrial & Engineering Chemistry Research, 2014New definitions of the Reynolds and power numbers proposed by Farhat, Fradette, and Tanguy (2008) for coaxial mixers were discussed and extended to some other types of multishaft mixers not considered previously. The results confirmed that these new correlations are also applicable for the dual shaft mixer configurations and the Superblend mixer.
Xiao Wang +3 more
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Leakage power consumption in FPGAs: Thermal analysis
2012 International Symposium on Wireless Communication Systems (ISWCS), 2012Current power saving techniques have been focused on reducing the dynamic power consumption induced by switching activity in CMOS digital circuits. Among these techniques, we can cite the clock gating, dynamic voltage frequency scaling, adaptive voltage scaling, and multiple voltage thresholds. Recently, as transistors sizes decrease, the leakage power
Nafkha, Amor +3 more
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