echemi logo
Product
  • Product
  • Supplier
  • Inquiry
    Home > Chemicals Industry > China Chemical > Near-infrared spectroscopy analysis and big data in the digital age hit sparks

    Near-infrared spectroscopy analysis and big data in the digital age hit sparks

    • Last Update: 2021-11-08
    • Source: Internet
    • Author: User
    Search more information of high quality chemicals, good prices and reliable suppliers, visit www.echemi.com
    【Hot attention of Chemical Machinery Equipment Network ] The digital age is the process we often say that the use of computers to transform the information in our lives into 0 and 1, refers to the process of comprehensive advancement of digital technology in the field of information to all areas of human life.
    Among them, the field of communication includes the transformation process of the traditional analog standard with digital standard in the field of mass communication.

     
    Hot attention of Chemical Machinery Equipment NetworkChemical machinery and equipment
    In addition, the digital age is a great era, especially in the field of our media, our information stored, processed, and disseminated by computers has been promoted and disseminated at a high speed.
    Digital technology has become the core technology and universality of all kinds of contemporary media.
    technology.

     

    Under digitization, big data is coming
     

    With the advent of the digital age, human beings have further deepened their understanding of nature and society, and the space for human activities has been further expanded.
    The highly digitalized life has caused humans to experience large-scale data growth in many fields such as scientific research, Internet applications, e-commerce, and mobile operations.
    The era of big data has come.

     

    Compared with traditional data collections, big data can create huge value through mining and application, so it has rapidly developed into a hot spot of great concern in industry, academia and even governments around the world.
    With its disruptive technology, big data has had a huge impact on national governance models, corporate decision-making, organization and business processes, and personal life>
     

    In the digital age, big data has brought us new conveniences.
    Big data, or huge amounts of data, refers to the massive and high growth that requires new processing models to have stronger decision-making, insight and process optimization capabilities.
    Rate and diversified information assets.
    Big data has been widely used in life sciences, medical, commerce, finance and other industries.

     

    In terms of near-infrared spectroscopy analysis, I have to talk about the spark with big data.
    So, do you know what near infrared spectroscopy is?
     

    Near infrared spectroscopy
     

    Near-infrared spectroscopy technology has been first applied in the agricultural field since the 1960s.
    With the development of chemometrics and computer technology, it has gradually attracted the attention of spectroscopy analysts since the 1980s.
    The technology has gradually matured.
    In the 1990s, Pitts The Fort Conference and my country’s BCEIA and other important analytical professional conferences have successively placed near-infrared spectroscopy and ultraviolet, infrared spectroscopy and other technologies.

     

      Near-infrared spectroscopy is a modern analysis technology that combines spectral measurement technology, chemometrics technology, computer technology and basic testing technology in the near-infrared spectral region.
    It is mainly used for direct and rapid analysis of complex samples.
    When analyzing complex samples by near infrared, it is usually necessary to associate the near infrared spectrum of the sample with measurement parameters such as the structure, composition, or properties of the sample, and use chemometric techniques to establish a calibration model to be measured; Measure and apply the established calibration model to quickly guess the sample to be measured.

     

      Compared with the development of near-infrared, the research and application of near-infrared spectroscopy technology in my country started late.
    Since the 1970s, basic and applied research of near-infrared spectroscopy has been carried out.
    In the 1990s, petrochemical, agricultural, tobacco, etc.
    The field began to apply a large number of near-infrared spectroscopy analysis technology, but mainly rely on foreign large-scaleImported instruments from analytical instrument manufacturers.
    At present, domestic companies that can provide complete near-infrared spectroscopy analysis technology (the research and development of near-infrared spectroscopy instruments, chemometrics software, and application models) are in the development stage.

     
    Analytical Instruments
      However, the development of China's near-infrared spectroscopy is in a stage of rapid ascent, and related new technologies and new applications basically have new tricks every year.
    Not only that, Chinese spectroscopy scholars have also made outstanding achievements in the frontier research of near-infrared.
    The results.
    And now near-infrared spectroscopy analysis has also encountered the golden age of big data!
     

      Near-infrared spectroscopy and big data "spark sparks"
     

      Due to the rapid development of my country’s economy, the determination and implementation of the policy of sustainable development of economy and the establishment of a conservation-oriented society, my country’s production, scientific research, teaching fields and markets have urgent requirements for product detection and control.
    According to experience, near-infrared spectroscopy analysis technology will be one of the best Kind of technology.
    With the development and production of domestic near-infrared spectrometers, near-infrared spectroscopy analysis technology will be familiar and accepted by more people in the analysis industry, and will be widely used in more and more fields.

     

      With the application and expansion of the Internet of Things and big data technologies for detectors used in near-infrared spectrometers, personalized modeling of near-infrared spectroscopy is also expected to become a reality.
    It will greatly improve the analysis capabilities of the terminal, and at the same time, it can improve the quality and accuracy of the data based on big data near infrared spectroscopy.

     

      The combination with the Internet of Things also enables infrared spectroscopy to interact with various other machines in an industrial environment.
    Using the power of big data and deep learning, *all molecular spectra are stored in a server, and then The detection results are accurately detected and identified by algorithms similar to artificial neural networks, partial small squares, and principal component analysis, so that the molecules contained in it can be separated from the complex spectrum one by one, so that it can be quickly obtained without contact.
    All information.

     

      Conclusion: It is not difficult to see that the development of spectral modeling and analysis technology based on big data will become the next important breakthrough in China's near-infrared spectroscopy.
    Near-infrared spectroscopy and big data "spark sparks", and the rapid development of science and technology.

     

      Original title: Near-infrared spectroscopy analysis and big data in the digital age hit sparks
    This article is an English version of an article which is originally in the Chinese language on echemi.com and is provided for information purposes only. This website makes no representation or warranty of any kind, either expressed or implied, as to the accuracy, completeness ownership or reliability of the article or any translations thereof. If you have any concerns or complaints relating to the article, please send an email, providing a detailed description of the concern or complaint, to service@echemi.com. A staff member will contact you within 5 working days. Once verified, infringing content will be removed immediately.

    Contact Us

    The source of this page with content of products and services is from Internet, which doesn't represent ECHEMI's opinion. If you have any queries, please write to service@echemi.com. It will be replied within 5 days.

    Moreover, if you find any instances of plagiarism from the page, please send email to service@echemi.com with relevant evidence.