Journal of Research of the National Institute of Standards and Technology最新文献

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Precise Numerical Differentiation of Thermodynamic Functions with Multicomplex Variables 多元复变热力学函数的精确数值微分
IF 1.5 4区 工程技术
Journal of Research of the National Institute of Standards and Technology Pub Date : 2021-11-29 DOI: 10.6028/jres.126.033
U. Deiters, I. Bell
{"title":"Precise Numerical Differentiation of Thermodynamic Functions with\u0000 Multicomplex Variables","authors":"U. Deiters, I. Bell","doi":"10.6028/jres.126.033","DOIUrl":"https://doi.org/10.6028/jres.126.033","url":null,"abstract":"The multicomplex finite-step method for numerical differentiation is an extension\u0000 of the popular Squire–Trapp method, which uses complex arithmetics to compute\u0000 first-order derivatives with almost machine precision. In contrast to this, the\u0000 multicomplex method can be applied to higher-order derivatives. Furthermore, it can be\u0000 applied to functions of more than one variable and obtain mixed derivatives. It is\u0000 possible to compute various derivatives at the same time. This work demonstrates the\u0000 numerical differentiation with multicomplex variables for some thermodynamic problems.\u0000 The method can be easily implemented into existing computer programs, applied to\u0000 equations of state of arbitrary complexity, and achieves almost machine precision for\u0000 the derivatives. Alternative methods based on complex integration are discussed,\u0000 too.","PeriodicalId":54766,"journal":{"name":"Journal of Research of the National Institute of Standards and Technology","volume":null,"pages":null},"PeriodicalIF":1.5,"publicationDate":"2021-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48880861","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Mean Differential Continuous Pulse Method for Accurate Optical Measurements of Light-Emitting Diodes and Laser Diodes. 精确测量发光二极管和激光二极管光学特性的平均微分连续脉冲法
IF 1.3 4区 工程技术
Journal of Research of the National Institute of Standards and Technology Pub Date : 2021-11-23 eCollection Date: 2021-01-01 DOI: 10.6028/jres.126.034
Yuqin Zong, Jeff Hulett, Naomasa Koide, Yoshiki Yamaji, C Cameron Miller
{"title":"Mean Differential Continuous Pulse Method for Accurate Optical Measurements of Light-Emitting Diodes and Laser Diodes.","authors":"Yuqin Zong, Jeff Hulett, Naomasa Koide, Yoshiki Yamaji, C Cameron Miller","doi":"10.6028/jres.126.034","DOIUrl":"10.6028/jres.126.034","url":null,"abstract":"<p><p>Limited sources exist for the application of germicidal ultraviolet (GUV) radiation. Ultraviolet light-emitting diodes (UV-LEDs) have significantly improved in efficiency and are becoming another viable source for GUV. We have developed a mean differential continuous pulse method (M-DCP method) for optical measurements of light-emitting diodes (LEDs) and laser diodes (LDs). The new M-DCP method provides an improvement on measurement uncertainty by one order of magnitude compared to the unpublished differential continuous pulse method (DCP method). The DCP method was already a significant improvement of the continuous pulse method (CP method) commonly used in the LED industry. The new M-DCP method also makes it possible to measure UV-LEDs with high accuracy. Here, we present the DCP method, discuss the potential systematic error sources in it, and present the M-DCP method along with its reduced systematic errors. This paper also presents the results of validation measurement of LEDs using the M-DCP method and common test instruments.</p>","PeriodicalId":54766,"journal":{"name":"Journal of Research of the National Institute of Standards and Technology","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2021-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10914384/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46568733","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ratio-Based Pulse Shape Discrimination: Analytic Results for Gaussian and Poisson Noise Models. 基于比率的脉冲形状判别:高斯和泊松噪声模型的分析结果
IF 1.3 4区 工程技术
Journal of Research of the National Institute of Standards and Technology Pub Date : 2021-11-09 eCollection Date: 2021-01-01 DOI: 10.6028/jres.126.032
Kevin J Coakley
{"title":"Ratio-Based Pulse Shape Discrimination: Analytic Results for Gaussian and Poisson Noise Models.","authors":"Kevin J Coakley","doi":"10.6028/jres.126.032","DOIUrl":"10.6028/jres.126.032","url":null,"abstract":"<p><p>In experiments in a range of fields including fast neutron spectroscopy and astroparticle physics, one can discriminate events of interest from background events based on the shapes of electronic pulses produced by energy deposits in a detector. Here, I focus on a well-known pulse shape discrimination method based on the ratio of the temporal integral of the pulse over an early interval X<sub>p</sub> and the temporal integral over the entire pulse X<sub>t</sub>. For both event classes, for both a Gaussian noise model and a Poisson noise model, I present analytic expressions for the conditional distribution of X<sub>p</sub> given knowledge of the observed value of X<sub>t</sub> and a scaled energy deposit corresponding to the product of the full energy deposit and a relative yield factor. I assume that the energy-dependent theoretical prompt fraction for both classes are known exactly. With a Bayesian approach that accounts for imperfect knowledge of the scaled energy deposit, I determine the posterior mean background acceptance probability given the target signal acceptance probability as a function of the observed value of X<sub>t</sub>. My method enables one to determine receiver-operating-characteristic curves by numerical integration rather than by Monte Carlo simulation for these two noise models.</p>","PeriodicalId":54766,"journal":{"name":"Journal of Research of the National Institute of Standards and Technology","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2021-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11302958/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42970826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic Plasticity Model for Rapidly Heated 1045 Steel Up to 1000 °C. 快速加热 1045 钢至 1000 °C 的动态塑性模型
IF 1.5 4区 工程技术
Journal of Research of the National Institute of Standards and Technology Pub Date : 2021-10-27 eCollection Date: 2021-01-01 DOI: 10.6028/jres.126.026
Steven P Mates, Sheng-Yen Li
{"title":"Dynamic Plasticity Model for Rapidly Heated 1045 Steel Up to 1000 °C.","authors":"Steven P Mates, Sheng-Yen Li","doi":"10.6028/jres.126.026","DOIUrl":"10.6028/jres.126.026","url":null,"abstract":"<p><p>The National Institute of Standards and Technology (NIST) developed an experimental technique to measure the dynamic flow stress of metals under rapid heating to study their time-dependent plastic response when heating times are short enough to interrupt or bypass thermally driven microstructural evolution. Such conditions may exist as chips are formed in the machining process. Measurements of American Iron and Steel Institute1045 steel behavior up to 1000 °C showed complex thermal softening due to dynamic strain aging effects and the diffusion-limited austenite transformation process beginning at the A1 temperature (712 °C). This paper proposes a constitutive model to capture the flow stress and hardening evolution of 1045 steel under rapidly heated conditions for simulating metal cutting. The model combines the Preston-TonksWallace plasticity model, which uses five parameters to capture complex rate- and temperature-sensitive strain hardening, with a dual-ratesensitivity model to capture the response of rapidly heated 1045 steel. Finally, a strain-rate-dependent Gaussian function is introduced to capture dynamic strain aging effects, which act over a narrow range of temperatures that change with strain rate. The proposed model is compared to existing plasticity models for 1045 steel over the range of data available and at a representative machining condition.</p>","PeriodicalId":54766,"journal":{"name":"Journal of Research of the National Institute of Standards and Technology","volume":null,"pages":null},"PeriodicalIF":1.5,"publicationDate":"2021-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10046751/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71366404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Review of Models for Heat Transfer in Steel and Concrete Members During Fire. 火灾中钢和混凝土构件传热模型的研究进展
IF 1.3 4区 工程技术
Journal of Research of the National Institute of Standards and Technology Pub Date : 2021-10-22 eCollection Date: 2021-01-01 DOI: 10.6028/jres.126.030
Dilip K Banerjee
{"title":"A Review of Models for Heat Transfer in Steel and Concrete Members During Fire.","authors":"Dilip K Banerjee","doi":"10.6028/jres.126.030","DOIUrl":"10.6028/jres.126.030","url":null,"abstract":"<p><p>Structural design for fire is conceptually similar to structural design conducted under ambient temperature conditions. Such design requires an establishment of clear objectives and determination of the severity of the design fire. In the commonly used prescriptive design method for fire, fire resistance (expressed in hours) is the primary qualification metric. This is an artifact of the standard fire tests that are used to determine this quantity. When conducting a performance-based approach for structural design for fire, it is important to determine structural member temperatures accurately when the members are exposed to a real fire. In order to evaluate the fire resistance of structural members such as structural steels and concrete, both the temporal and spatial variation of temperatures must be accurately determined. The transient temperature profiles in structural members during exposure to a fire can be determined from a heat transfer analysis. There are several models/approaches for analyzing heat transfer that have been used to determine the transient structural temperatures during a fire event. These range from simple models to advanced models involving three-dimensional heat transfer analysis employing finite element or finite difference techniques. This document provides a brief summary of some of the common simple and advanced approaches that have been used for conducting heat transfer analysis of both steel and concrete members when exposed to fire.</p>","PeriodicalId":54766,"journal":{"name":"Journal of Research of the National Institute of Standards and Technology","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2021-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11249205/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41435326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Best Practices for Germicidal Ultraviolet-C Dose Measurement for N95 Respirator Decontamination. 用于 N95 呼吸器净化的紫外线-C 杀菌剂剂量测量最佳实践。
IF 1.5 4区 工程技术
Journal of Research of the National Institute of Standards and Technology Pub Date : 2021-10-20 eCollection Date: 2021-01-01 DOI: 10.6028/jres.126.020
Alisha Geldert, Halleh B Balch, Anjali Gopal, Alison Su, Samantha M Grist, Amy E Herr
{"title":"Best Practices for Germicidal Ultraviolet-C Dose Measurement for N95 Respirator Decontamination.","authors":"Alisha Geldert, Halleh B Balch, Anjali Gopal, Alison Su, Samantha M Grist, Amy E Herr","doi":"10.6028/jres.126.020","DOIUrl":"10.6028/jres.126.020","url":null,"abstract":"<p><p>Ultraviolet-C (UV-C) decontamination holds promise in combating the coronavirus disease 2019 pandemic, particularly with its potential to mitigate the N95 respirator shortage. Safe, effective, and reproducible decontamination depends critically on UV-C dose, yet dose is frequently measured and reported incorrectly, which results in misleading and potentially harmful protocols. Understanding best practices in UV-C dose measurement for N95 respirator decontamination is essential to the safety of medical professionals, researchers, and the public. Here, we outline the fundamental optical principles governing UV-C irradiation and detection, as well as the key metrics of UV-C wavelength and dose. In particular, we discuss the technical and regulatory distinctions between UV-C N95 respirator decontamination and other applications of germicidal UV-C, and we highlight the unique considerations required for UV-C N95 respirator decontamination. Together, this discussion will inform best practices for UV-C dose measurement for N95 respirator decontamination during crisis-capacity conditions.</p>","PeriodicalId":54766,"journal":{"name":"Journal of Research of the National Institute of Standards and Technology","volume":null,"pages":null},"PeriodicalIF":1.5,"publicationDate":"2021-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10046750/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71366388","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
X-Ray Computed Tomography Instrument Performance Evaluation, Part III: Sensitivity to Detector Geometry and Rotation Stage Errors at Different Magnifications. x射线计算机断层扫描仪器性能评估,第三部分:在不同倍率下对探测器几何形状和旋转阶段误差的灵敏度
IF 1.5 4区 工程技术
Journal of Research of the National Institute of Standards and Technology Pub Date : 2021-09-29 eCollection Date: 2021-01-01 DOI: 10.6028/jres.126.029
Prashanth Jaganmohan, Bala Muralikrishnan, Meghan Shilling, Edward Morse
{"title":"X-Ray Computed Tomography Instrument Performance Evaluation, Part III: Sensitivity to Detector Geometry and Rotation Stage Errors at Different Magnifications.","authors":"Prashanth Jaganmohan, Bala Muralikrishnan, Meghan Shilling, Edward Morse","doi":"10.6028/jres.126.029","DOIUrl":"10.6028/jres.126.029","url":null,"abstract":"<p><p>With steadily increasing use in dimensional metrology applications, especially for delicate parts and those with complex internal features, X-ray computed tomography (XCT) has transitioned from a medical imaging tool to an inspection tool in industrial metrology. This has resulted in the demand for standardized test procedures and performance evaluation standards to enable reliable comparison of different instruments and support claims of metrological traceability. To meet these emerging needs, the American Society of Mechanical Engineers (ASME) recently released the B89.4.23 standard for performance evaluation of XCT systems. There are also ongoing efforts within the International Organization for Standardization (ISO) to develop performance evaluation documentary standards that would allow users to compare measurement performance across instruments and verify manufacturer's performance specifications. Designing these documentary standards involves identifying test procedures that are sensitive to known error sources. This paper, which is the third in a series, focuses on geometric errors associated with the detector and rotation stage of XCT instruments. Part I recommended positions of spheres in the measurement volume such that the sphere center-to-center distance error and sphere form errors are sensitive to the detector geometry errors. Part II reported similar studies on the errors associated with the rotation stage. The studies in Parts I and II only considered one position of the rotation stage and detector; i.e., the studies were conducted for a fixed measurement volume. Here, we extend these studies to include varying positions of the detector and rotation stage to study the effect of magnification. We report on the optimal placement of the stage and detector that can bring about the highest sensitivity to each error.</p>","PeriodicalId":54766,"journal":{"name":"Journal of Research of the National Institute of Standards and Technology","volume":null,"pages":null},"PeriodicalIF":1.5,"publicationDate":"2021-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10854262/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48606789","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Translator from Extended SysML to Physical Interaction and Signal Flow Simulation Platforms, Version 1.1. 从扩展SysML到物理交互和信号流模拟平台的转换器,版本1.1
IF 1.3 4区 工程技术
Journal of Research of the National Institute of Standards and Technology Pub Date : 2021-09-22 eCollection Date: 2021-01-01 DOI: 10.6028/jres.126.027
Raphael Barbau, Conrad Bock, Mehdi Dadfarnia
{"title":"Translator from Extended SysML to Physical Interaction and Signal Flow Simulation Platforms, Version 1.1.","authors":"Raphael Barbau, Conrad Bock, Mehdi Dadfarnia","doi":"10.6028/jres.126.027","DOIUrl":"10.6028/jres.126.027","url":null,"abstract":"","PeriodicalId":54766,"journal":{"name":"Journal of Research of the National Institute of Standards and Technology","volume":null,"pages":null},"PeriodicalIF":1.3,"publicationDate":"2021-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10914247/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45003606","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of Ultraviolet-C Radiation Exposure on Aircraft Cabin Materials. 紫外线-C 辐射照射对飞机机舱材料的影响。
IF 1.5 4区 工程技术
Journal of Research of the National Institute of Standards and Technology Pub Date : 2021-08-20 eCollection Date: 2021-01-01 DOI: 10.6028/jres.126.019
Stephen F Yates, Giorgio Isella, Emir Rahislic, Spencer Barbour, Lillian Tiznado
{"title":"Effects of Ultraviolet-C Radiation Exposure on Aircraft Cabin Materials.","authors":"Stephen F Yates, Giorgio Isella, Emir Rahislic, Spencer Barbour, Lillian Tiznado","doi":"10.6028/jres.126.019","DOIUrl":"10.6028/jres.126.019","url":null,"abstract":"<p><p>Ultraviolet-C (UV-C) radiation exposure is an attractive option for rapid and consistent disinfection of interior surfaces in aircraft cabins. In this study, fabric and plastic materials commonly used in aircraft cabins were exposed to UV-C radiation to determine their sensitivity to cumulative damage from frequent application. No significant effect on flame retardancy occurred up to 269 J/cm2 dose, and no effect on tensile or tear strength occurred up to 191 J/cm2 . Changes in color or appearance can occur at lower doses. A limit of 40 J/cm2 is proposed to avoid perceptible changes in appearance.</p>","PeriodicalId":54766,"journal":{"name":"Journal of Research of the National Institute of Standards and Technology","volume":null,"pages":null},"PeriodicalIF":1.5,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10855778/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71366363","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ultraviolet Radiation Technologies and Healthcare-Associated Infections: Standards and Metrology Needs. 紫外线辐射技术与医疗保健相关感染:标准和计量需求。
IF 1.5 4区 工程技术
Journal of Research of the National Institute of Standards and Technology Pub Date : 2021-08-20 eCollection Date: 2021-01-01 DOI: 10.6028/jres.126.014
Dianne L Poster, C Cameron Miller, Richard A Martinello, Norman R Horn, Michael T Postek, Troy E Cowan, Yaw S Obeng, John J Kasianowicz
{"title":"Ultraviolet Radiation Technologies and Healthcare-Associated Infections: Standards and Metrology Needs.","authors":"Dianne L Poster, C Cameron Miller, Richard A Martinello, Norman R Horn, Michael T Postek, Troy E Cowan, Yaw S Obeng, John J Kasianowicz","doi":"10.6028/jres.126.014","DOIUrl":"10.6028/jres.126.014","url":null,"abstract":"<p><p>The National Institute of Standards and Technology (NIST) hosted an international workshop on ultraviolet-C (UV-C) disinfection technologies on January 14-15, 2020, in Gaithersburg, Maryland, in collaboration with the International Ultraviolet Association (IUVA). This successful public event, as evidenced by the participation of more than 150 attendees, with 65% from the ultraviolet technology industry, was part of an ongoing collaborative effort between NIST and the IUVA and its affiliates to examine the measurement and standards needs for pathogen abatement with UV-C in the healthcare whole-room environment. Prior to and since this event, stakeholders from industry, academia, government, and public health services have been collaboratively engaged with NIST to accelerate the development and use of accurate measurements and models for UV-C disinfection technologies and facilitate technology transfer. The workshop served as an open forum to continue this discussion with a technical focus centered on the effective design, use, and implementation of UV-C technologies for the prevention and treatment of healthcare-associated infections (HAIs) in complex hospital settings. These settings include patient rooms, operating rooms, common staging areas, ventilation systems, personal protective equipment, and tools for the reprocessing and disinfecting of instruments or devices used in medical procedures, such as catheters and ventilators. The critical need for UV-C technologies for disinfection has been amplified by the outbreak of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the virus that causes coronavirus disease 2019 (COVID-19), stimulating an even greater emphasis on identifying testing and performance metrology needs. This paper discusses these topics based on the international workshop and community activities since the workshop, including a public World-Wide-Web-based seminar with more than 500 registered attendees on September 30, 2020; an international conference on UV-C technologies for air and surface disinfection, December 8-9, 2020; and a webinar on returning to normalcy with the use of UV-C technologies, April 27 and 29, 2021. This article also serves as an introduction to a special section of the Journal of Research of the National Institute of Standards and Technology, where full papers address recent technical, noncommercial, UV-C technology and pathogen-abatement investigations. The set of papers provides keen insights from the vantage points of medicine and industry. Recent technical developments, successes, and needs in optics and photonics, radiation physics, biological efficacy, and the needs of future markets in UV-C technologies are described to provide a concise compilation of the community's efforts and the state of the field. Standards needs are identified and discussed throughout this special section. This article provides a summary of the essential role of standards for innovation and implementation of","PeriodicalId":54766,"journal":{"name":"Journal of Research of the National Institute of Standards and Technology","volume":null,"pages":null},"PeriodicalIF":1.5,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10046890/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71366348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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