Research on Multi Sensor Neural Network Decision and Prediction System to Cloud Platform

With the comfort of home environment, the demand for early warning capability of safety accidents is growing day by day. Through real-time collection of a large amount of data for intelligent decision-making analysis and research, a set of intelligent decision-making system for home environment with optimal comfort of popular indoor environment based on Multi Sensor Neural Network Prediction is designed. The method in this paper is to use Alibaba Cloud's IoT Studio project console to build interactive Web visualization pages such as "real-time environment status information", use fuzzy fusion Bayesian decision model as system algorithm condition judgment, realize mobile phone push of alarm function of home environment intelligent decision system on Multi Sensor Neural Network Prediction, and develop neural network temperature prediction function.

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Publication Details

Published
2025-02-21
DOI
https://doi.org/10.1145/3728199.3728240
Primary Topic
Advanced Computational Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Research on Multi Sensor Neural Network Decision and Prediction System to Cloud Platform

Jiamin Cao, Xiuqin Meng, Xiaofei Xu, Wenyi Zhang et al.
Advanced Computational Techniques and Applications
article

Research on Multi Sensor Neural Network Decision and Prediction System to Cloud Platform

Jiamin Cao, Xiuqin Meng, Xiaofei Xu, Wenyi Zhang, Haotian Liu, Jun Wang, Peng Peng
article en

Abstract

With the comfort of home environment, the demand for early warning capability of safety accidents is growing day by day. Through real-time collection of a large amount of data for intelligent decision-making analysis and research, a set of intelligent decision-making system for home environment with optimal comfort of popular indoor environment based on Multi Sensor Neural Network Prediction is designed. The method in this paper is to use Alibaba Cloud's IoT Studio project console to build interactive Web visualization pages such as "real-time environment status information", use fuzzy fusion Bayesian decision model as system algorithm condition judgment, realize mobile phone push of alarm function of home environment intelligent decision system on Multi Sensor Neural Network Prediction, and develop neural network temperature prediction function.

Communication University of China (CN)
Peace, Justice and strong institutions
Openalex Percentile: Top 95%
Advanced Computational Techniques and Applications
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Research on Multi Sensor Neural Network Decision and Prediction System to Cloud Platform — Jiamin Cao, Xiuqin Meng, et al. · (2025) | TGRS Research Map | TGRS