Search Results - Power consumption-based algorithm

Identification of Related Factors of Users' Power Consumption and Prediction Model of Power Consumption Based on Random Forest Algorithm by Zhu, Zheng, Xiao, Shuang, Zhang, Ruijia, An, Bailong

“…Given the characteristics of big data associated with power consumption prediction, such as numerous types, vast volume, high dimensionality, and rapid generation speed, we propose a method…”
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An extended power consumption-based algorithm for communication-based applications by Enokido, Tomoya, Aikebaier, Ailixier, Takizawa, Makoto

“…) algorithms are proposed to select one of servers so that the total power consumption of the servers is reduced for communication-based applications…”
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An Algorithm to Predict E-Bike Power Consumption Based on Planned Routes by Burani, Erik, Cabri, Giacomo, Leoncini, Mauro

“… On the negative side, the additional weight incurred by the electric components is likely to ruin the riding experience in case the battery runs out of power…”
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Forecasting China’s Renewable Energy Terminal Power Consumption Based on Empirical Mode Decomposition and an Improved Extreme Learning Machine Optimized by a Bacterial Foraging Algorithm by Jiang, Peng, Dong, Jun, Huang, Hui

“… In order to accurately get the proportion of renewable energy terminal power consumption, firstly, this paper selects a primary influencing-factors set including the gross GDP, fixed investment…”
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Research on Time Synchronization Algorithm of High Precision and Low Power Consumption Based on IRBRS WSNs by Chen, MengYuan, Zhu, ChangAn

“… Synchronization error and overhead with the existing improved BRS are compared in the article. The result shows that the algorithm has certain superiority in many algorithms, which is suitable for light and low power consumption network load…”
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Research on Simple Power Consumption Based on AES Algorithm by Zhang, Cheng, Jia, Yunhui, Zhu, Libin, Zhang, Zhipeng

“…This paper simply analyzes the basic principle of the AES algorithm, designs a simple attack method, and implements the SPA attack energy consumption analysis of the RSA algorithm…”
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Flexibility transformation strategy of thermal power units for typical scenario considering wind and solar consumption based on generalized Benders decomposition algorithm by Li, Wendi, Sun, Wei, Li, Bingkang, Han, Yanan, He, Yujun

“…The large-scale integration of wind power and solar power makes the flexibility transformation of traditional thermal power units necessary…”
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Intelligent Decision Scheme of Ordered Power Consumption Based on Fish Swarm Algorithm Optimization by Sui, Bing, Yu, Peng, Shou, Zeng, Bao, Anning, Liu, Qi, Zhao, Quanxin

“… The fish swarm algorithm in the scheme is applied on optimizing power consumption in power system to reduce energy consumption and improve energy efficiency…”
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Trend Analysis of Building Power Consumption Based on Prophet Algorithm by Gong, Feixiang, Han, Ninghui, Li, Dezhi, Tian, Shiming

“… changes, and have strong random changes. In this paper a novel prophet algorithm was proposed to do trend analysis of building power consumption…”
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In-Depth Exploration of the Relationship between Charging Station Market Price and Power Consumption based on Machine Learning Algorithms by Zhang, Jun, Wang, Ziyin, Zhao, Bingqi, Shi, Xinlei

“… This paper combines the gated recurrent unit (GRU) neural network with the XGBoost algorithm to construct a combined prediction model…”
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ENNP: an enhanced neural networks-based power consumption prediction algorithm to deep learning-based workloads on AI-enabled data centers by Wang, Hengdong, Jing, Chao

“…The traditional power consumption prediction algorithms are no longer suitable for deep learning-based workloads owing to the long-term dependencies and highly volatile nature of power usage in such applications…”
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Intelligent Monitoring of Power System Electricity Consumption Based on Isolation Forest Algorithm by Yin, Jianbing, Li, Fei, Xu, Xianghai, Cheng, Ying, Zhu, Lei, An, Dongsheng, Ma, Xianghui, Liu, Shasha, Liu, Da

“… Firstly, the historical electricity consumption data is preprocessed, and the power users with the same electricity consumption behavior are classified by the fuzzy clustering algorithm…”
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Abnormal behavior analysis of electricity consumption based on improved random forest with grey relation projection by Kun, WANG, Jinggeng, GAO

“… from the massive power consumption information. In view of the current application of anti stealing power in power system, an improved random forest algorithm based on grey…”
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Power Consumption-Based Server Selection Algorithms for Communication-Based Systems by Enokido, Tomoya, Aikebaier, Ailixier, Takizawa, Makoto, Deen, S Misbah

“… We evaluate a pair of PCB (power consumption-based) and TRB (transmission rate-based) algorithms to select a server…”
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Power consumption state evaluation of important power customers based on AHP‐TOPSIS algorithm by Zhang, Xixiang, Meng, Qi, Yang, Jun

“…) algorithm is proposed by fully mining and applying the power big data. Firstly, a power consumption big data analysis platform based on the Hadoop architecture is built to provide a high…”
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Nuclear Family Type Identification Based on Deep Forest Algorithm in Residential Power Consumption by Huang, Zhaoxiang, Wang, Hangjun

“… To address these issues, this paper proposes a nuclear family type identification method for residential electricity consumption based on a deep forest algorithm…”
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An Integrated Power Consumption Model for Distributed Systems by Enokido, T., Takizawa, M.

“…In order to realize green ecosocieties, the total electric power consumption of computers and networks is required to be reduced…”
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Condition Judgment Method of Self-owned Power Plant Participating in New Energy Consumption Based on SOM-Kmeans Algorithm by Dong, Jijun, Bai, Zhijun, Liu, Xiaohua, Liu, Hangming, Peng, Daogang, Zhao, Huirong, Pan, Mingming, Yuan, Jindou

“… Therefore, this paper proposes a method based on SOM-Kmeans algorithm to judge the participation conditions of self-owned power plants in the interactive scene of new energy consumption…”
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A Balanced Power Consumption Algorithm Based on Enhanced Parallel Cat Swarm Optimization for Wireless Sensor Network by Kong, Lingping, Pan, Jeng-Shyang, Tsai, Pei-Wei, Vaclav, Snasel, Ho, Jiun-Huei

“… Recent advances in WSN have led to many new protocols specifically for reducing the power consumption of sensor nodes…”
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Mechanism- and data-driven algorithms of electrical energy consumption accounting and prediction for medium and heavy plate rolling by Guo, Qiang, Zhou, Zimeng, Li, Jie, Jing, Fengwei

“… brought by complex and highly nonlinear coupling of process variables, proposed a rolling power consumption accounting algorithm based on time slicing method, and gave…”
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