Portable Smart Spectrometer Integrated with Blockchain and Big Data Technology

A portable smart spectrometer (PSS-1.0) and related systems have been designed and implemented to provide rapid on-site spectral analysis and lower the operator knowledge threshold for the application of spectrometry. The PSS-1.0 employs spectral analysis models downloaded from the spectral analysis...

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Main Authors: Jianwei Yin, Yinglin Yang, Weibin Hong, Yefan Cai, Xiangyang Yu
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/9/16/3279
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author Jianwei Yin
Yinglin Yang
Weibin Hong
Yefan Cai
Xiangyang Yu
author_facet Jianwei Yin
Yinglin Yang
Weibin Hong
Yefan Cai
Xiangyang Yu
author_sort Jianwei Yin
collection DOAJ
description A portable smart spectrometer (PSS-1.0) and related systems have been designed and implemented to provide rapid on-site spectral analysis and lower the operator knowledge threshold for the application of spectrometry. The PSS-1.0 employs spectral analysis models downloaded from the spectral analysis system for offline spectral analysis and displays the results in the field. Users are incentivized to upload spectral analysis data to the Internet for storage by big data technologies, so that the spectral data can be reused easily. By employing blockchain technology it can be ensured that the data has not been tampered with, which can be used in monitoring and data transaction scenarios. The design of this spectrometer and related systems can be used for regulatory uses that require spectroscopy. Experimental results are presented in this paper, which prove that the design of the PSS-1.0 is feasible. The purpose of this paper is to design a civilian and non-operator knowledge threshold spectrometer and provide some ideas for better processing and utilization of spectral data.
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spelling doaj.art-f7dadec058054180b594f97573e8dffc2022-12-22T03:04:37ZengMDPI AGApplied Sciences2076-34172019-08-01916327910.3390/app9163279app9163279Portable Smart Spectrometer Integrated with Blockchain and Big Data TechnologyJianwei Yin0Yinglin Yang1Weibin Hong2Yefan Cai3Xiangyang Yu4School of Physics, State Key Laboratory of Optoelectronic Materials and Technologies, Sun Yat-sen University, Guangzhou 510275, ChinaSchool of Physics, State Key Laboratory of Optoelectronic Materials and Technologies, Sun Yat-sen University, Guangzhou 510275, ChinaSchool of Physics, State Key Laboratory of Optoelectronic Materials and Technologies, Sun Yat-sen University, Guangzhou 510275, ChinaSchool of Physics, State Key Laboratory of Optoelectronic Materials and Technologies, Sun Yat-sen University, Guangzhou 510275, ChinaSchool of Physics, State Key Laboratory of Optoelectronic Materials and Technologies, Sun Yat-sen University, Guangzhou 510275, ChinaA portable smart spectrometer (PSS-1.0) and related systems have been designed and implemented to provide rapid on-site spectral analysis and lower the operator knowledge threshold for the application of spectrometry. The PSS-1.0 employs spectral analysis models downloaded from the spectral analysis system for offline spectral analysis and displays the results in the field. Users are incentivized to upload spectral analysis data to the Internet for storage by big data technologies, so that the spectral data can be reused easily. By employing blockchain technology it can be ensured that the data has not been tampered with, which can be used in monitoring and data transaction scenarios. The design of this spectrometer and related systems can be used for regulatory uses that require spectroscopy. Experimental results are presented in this paper, which prove that the design of the PSS-1.0 is feasible. The purpose of this paper is to design a civilian and non-operator knowledge threshold spectrometer and provide some ideas for better processing and utilization of spectral data.https://www.mdpi.com/2076-3417/9/16/3279spectrometerspectroscopyblockchainbig datadata analysis
spellingShingle Jianwei Yin
Yinglin Yang
Weibin Hong
Yefan Cai
Xiangyang Yu
Portable Smart Spectrometer Integrated with Blockchain and Big Data Technology
Applied Sciences
spectrometer
spectroscopy
blockchain
big data
data analysis
title Portable Smart Spectrometer Integrated with Blockchain and Big Data Technology
title_full Portable Smart Spectrometer Integrated with Blockchain and Big Data Technology
title_fullStr Portable Smart Spectrometer Integrated with Blockchain and Big Data Technology
title_full_unstemmed Portable Smart Spectrometer Integrated with Blockchain and Big Data Technology
title_short Portable Smart Spectrometer Integrated with Blockchain and Big Data Technology
title_sort portable smart spectrometer integrated with blockchain and big data technology
topic spectrometer
spectroscopy
blockchain
big data
data analysis
url https://www.mdpi.com/2076-3417/9/16/3279
work_keys_str_mv AT jianweiyin portablesmartspectrometerintegratedwithblockchainandbigdatatechnology
AT yinglinyang portablesmartspectrometerintegratedwithblockchainandbigdatatechnology
AT weibinhong portablesmartspectrometerintegratedwithblockchainandbigdatatechnology
AT yefancai portablesmartspectrometerintegratedwithblockchainandbigdatatechnology
AT xiangyangyu portablesmartspectrometerintegratedwithblockchainandbigdatatechnology