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2024 | Book

Recent Advances in Metrology

Select Proceedings of AdMet 2022

Editors: Sanjay Yadav, Naveen Garg, Shankar G. Aggarwal, Shiv Kumar Jaiswal, Harish Kumar, Venu Gopal Achanta

Publisher: Springer Nature Singapore

Book Series : Lecture Notes in Mechanical Engineering

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About this book

This book presents the select proceedings of the 11th National Conference on Advances in Metrology (AdMet 2022). The book highlights and discusses the recent technological developments in the areas of fundamental and quantum metrology, physico-mechanical and electrical metrology, time and frequency metrology, materials metrology, industrial and legal metrology, digital transformation in metrology, among others. This book is aimed for those engaged in conformity assessment, quality system management, calibration, and testing in all sectors of industry. The book is a valuable reference for metrologists, scientists, engineers, academicians, and students from research institutes and industrial establishments to explore the future directions and research in the areas of sensors, advance materials, measurements, and quality improvement.

Table of Contents

Frontmatter
Characterization of Atmospheric Carbonaceous Species in PM10 over Darjeeling, an Eastern Himalayan Region of India
Abstract
Carbonaceous aerosol (CAs) pollution is a significant cause of the deterioration of the susceptible Himalayan region, which profoundly affects climate change. In this study, we examined the winter-time pollution load of carbonaceous species [Organic Carbon (OC), Elemental Carbon (EC), Water-Soluble Organic Carbon (WSOC), Water-Soluble Ionic Species (WSIS), Primary Organic Carbon (POC), Secondary Organic Carbon (SOC), and Total Carbonaceous Aerosols (TCAs)] of PM10 over a semi-urban high-altitude site of Darjeeling (27.041° N, 88.266° E, 2200 m above mean sea level (AMSL); an eastern Himalayan region), India, from January to February 2019. During winter, the PM10 concentration (µg m−3) was found to be 52 ± 18, which comprises 24% of CAs, 30% of WSIS, and 8% of sea salts. The secondary aerosols contribute about 79% to WSIS and 24% to PM10. The average concentration of WSIS was observed in the order of SO42− > NH4+  > NO3 > Na+  > K+  = Ca+2 > Cl > Mg+2 > F, respectively. Lower ECR (Effective Carbon Ratio) suggests a reduction in the number of scatterings CAs and possibly an increase in the absorbing CAs. The mean OC/EC ratio (2.04 ± 0.37), K+/OC (0.11 ± 0.04), and their good correlations of 0.77 and 0.74, respectively, suggested fuel combustion (biomass burning and fossil fuels) as the major contributing source in Eastern Himalayas. In addition, a high WSOC/OC ratio (0.74 ± 0.22) implied the formation of secondary aerosols and the presence of aged aerosols. The trajectory analysis showed that the air masses mainly originated from the IGP region, Nepal, and the local region of the sampling site.
Akansha Rai, A. Chatterjee, T. K. Mandal, S. K. Sharma
Establishment of Sound Impedance Tube Facility at CSIR-National Physical Laboratory, New Delhi, India
Abstract
The paper discusses about the Sound Impedance Tube facility for evaluation of sound absorption characteristics of acoustical materials at CSIR-National Physical Laboratory, New Delhi, the National Metrology Institute (NMI) of India. The facility has been recently revived and brought under the Quality Management System as per ISO 17025:2017 and traceable to the national standards to the Sound Pressure Level. The paper reports methodology and measurement uncertainty in the evaluation of the sound absorption characteristics of acoustical materials as per ISO 10534-2: 1998. The revived facility traceable to the national standards of sound pressure level is instrumental in design and development of building acoustic materials for noise management and control.
C. Gautam, N. Garg
Timing Accuracy for Internet of Things and Industry 4.0 Applications: Technologies and Research Trends
Abstract
With the advent of time sensitive innovative applications under the Internet of Things and Industry 4.0 landscape, timing accuracy requirements have become crucial. Many current areas, like telecommunications, smart grids, the stock market, intelligent sensors ecosystems, etc., require timing accuracies in milliseconds to microseconds. The upcoming applications will require even more precise timing synchronization. For time synchronization, industrial applications are considering various approaches based on satellite or network-oriented techniques. These techniques are unique in terms of their functioning and pose unique challenges regarding their applicability. For example, Global Navigation Satellite System (GNSS) based time synchronization can provide nanosecond-level accuracy; however, the accessibility of satellite signals in indoor and other scenarios is a challenge. Distributed systems, like sensor networks, vehicular ad-hoc networks, distributed clouds, and many smart technologies under the umbrella of Industry 4.0, pose their unique challenges for time synchronization. The paper presents timing accuracy requirements for different application scenarios and discusses the suitability of available timing technologies to support them. It discusses the applicability and constraints of different technological solutions and explores new research directions in the area.
Deepak Sharma, Divya S Yadav, Bharath Vattikonda, Ashish Agarwal
Effect of Continuous NIR Exposure on the Absorbance Studies of Glucose Solutions at Physiological Levels
Abstract
Non-invasive glucose monitoring is the need of the hour due to steep rise in diabetic patients worldwide. Monitoring of glucose level at regular interval is important for preventing the diabetes related complications. Several non-invasive methods Raman, MIR, NIR, photo acoustic, bio impedance and fluorescence spectroscopy, polarimetry, microwave assisted monitoring etc. have been explored for this purpose. However, none of the techniques have achieved accuracies that are suitable for clinical use. NIR spectroscopy is a popular technique which is being extensively employed for the development of a non-invasive glucose measurement device. However, the NIR spectra is prone to variations due to changes in temperature, machine drift, time drift, water content etc. and seem dominant because of extremely low level of absorption variation in glucose. In the present study, the variations in the glucose absorbance at 960 nm as a result of consecutive measurements are demonstrated. The study reveals that there is a decrease in the glucose absorbance because consecutive measurements cause long exposure of sample to NIR and hence the heating of the solutions which results in a rise in temperature. The absorbance at a wavelength of 960 nm is affected by temperature because it corresponds to OH stretching vibrations and the OH groups of sugars are sensitive to temperature. The results also reveal that even at 1 °C variation in the temperature of a 100 mg/dl glucose solution leads to a decrease in the glucose absorbance from 0.00301 to 0.00150 (δabs = 1.52 × 10–3). Even this small variation in the absorbance can cause large errors in the prediction of glucose concentrations. Therefore, for device fabrication using NIR spectroscopy temperature variations must be taken into consideration to improve the accuracy of glucose predictions.
Deepshikha Yadav, Manjri Singh, Surinder P. Singh, P. K. Dubey
Accuracy in Object Detection by Using Deep Learning Method
Abstract
Accuracy and Precision measurement of an object in a complex environment for mobile robot applications is an important task. In a complex environment it is difficult to identify similar objects, such as chairs, tables, furniture and other objects available. Different methods are available to identify such objects, but high accuracy and precision are not easily achievable. This paper presents MobileNet with Vision Transformer for identification of objects in complex environments. Several experiments have been conducted for indoor environments where 94.3% accuracy is achieved for indoor environment with the implementation of MobileNet with Vision Transformer model.
Divya Sirala, Kuldeep Singh Nagla
Metrological Controls and Performance Studies on a Liquefied Natural Gas Dispenser
Abstract
The requirement of metrological controls and performance tests stems from either the intended or potential use of measuring instruments in activities where the quality of measurement is of public concern. Such uses may be identified as the measurement of quantities related to specified classes of objects, commodities, phenomena, materials, or conditions. Performances of Liquefied Natural Gas Dispensers are critical because of their potential use in commerce, especially where custody transfer is involved. At an auto LNG dispensing station, LNG is stored and dispensed as automotive fuel to motor vehicles. Billing is done based on the quantity measured by the dispenser. Any potential error in measurement will lead to losses to the public. Tests were conducted as per general guidelines of OIML R117 (OIML R 117-1:2019 (E), Dynamic measuring systems for liquids other than water, 2019), Dynamic measuring systems for liquids other than water. This paper focuses on the model approval studies, metrological controls and performance tests on a LNG dispenser along with discussions and interpretations of results (OIML R 117-1:2019 (E), Dynamic measuring systems for liquids other than water, 2019; ISO/IEC 17,025, General requirements for the competence of testing and calibration laboratories, 2017; ISO/TS 21,748, Guide to the use of repeatability, reproducibility, and trueness estimates in measurement uncertainty estimation; Certificate number FCRI/WFL/T/2021/75 issued by Fluid Control Research Institute).
K. Suresh, K. G. Jayesh, G. Sundaravadivel
Intermediate Checks: Ensure Confidence in Validity of Measurement Results
Abstract
According to the definition, calibration refers to the procedures with which comparison is carried out between the results of a measuring instrument or a measuring system and the corresponding values in the measurement standard. It includes evaluation of measurement uncertainty and providing measurement traceability to SI units. Calibration is carried out in a periodic time cycle referred as a calibration interval, which is expected to ensure the reliability of the equipment performance. In order to confirm the equipment performance and maintain confidence in the measurement carried out, intermediate checks in between calibrations shall be performed as per documented procedure. Intermediate checks are the best monitoring system in between the calibration interval for identifying any drift or change in the performance of the equipment. The ISO/IEC 17,025:2017 (1) standard requirement is that ‘when intermediate checks are necessary to maintain confidence in the performance of the equipment these checks shall be carried out’ and ‘when’ mentioned in the requirement is the selection of periodicity for performing intermediate checks based on the significance of applications. Discovering an equipment which is out of calibration (beyond tolerance limits) has a high potential value which would result in reducing the risks like financial risk, consumer risk etc. The sooner the equipment is identified as out of tolerance, the lesser the risks associated with the measurements. The purpose of this paper is to provide the details about the importance of the intermediate checks, plan and perform intermediate checks, analyze the results and maintain the records. It is hoped that the intermediate checks on measuring and test equipment will be given more importance and carried out for the equipment which requires calibration to minimize the risks involved in performing measurements.
K. Arulselvi, S. M. Saraswathi
Comparison of Texture, Shape, and Combined Feature Vectors for Classification of Breast Ultrasound Images
Abstract
The most prevalent malignancy nowadays in women is breast cancer. Breast cancer risk factors include changes in lifestyle, hormonal changes, genetic mutations, radiation therapy, and alcohol consumption. Ultrasound is the predominantly used mode of examination due to its portability, low cost, and lack of ionising radiation. Despite these benefits, the quality of ultrasound images can be lowered by the presence of speckle noise and low contrast. With the advancement of computer technology, medical image processing techniques, and artificial intelligence-based algorithms, numerous opportunities for the research community to investigate the potential of computer-aided diagnosis (CAD) for the classification of breast abnormalities using ultrasound images have arisen. Tissue-specific features must be computed during medical image characterisation; e.g., when analysing breast abnormalities, the texture, as well as the shape of the tumour region, are considered important for diagnostic purposes. As a result, the current study compared the performance of texture, shape, and combined feature vectors on a total of 110 breast ultrasound images collected from a scan centre in Patiala. The results of the experiments show that the PCA-SVM classifier achieves an overall accuracy of 93.9% using feature vectors containing texture features (computed using 2D Gabor wavelet transform) combined with shape features. Radiologists can use the proposed CAD system to verify their diagnosis in the course of their regular medical procedures.
Kriti, S. P. S. Narula, Surneet Kaur, Ravinder Agarwal
Investigations on Sound Absorption Properties of Perforated Designed Panels for the Selective Frequency Absorption
Abstract
Due to rapid industrialization and urbanization, noise pollution emerges as one of the serious threats to human beings. Noise is countered by sound-absorbing materials in the buildings and other places. In this study sound absorption properties of pinewood-based high-density fiberboard (HDF) perforated ceiling panels have been investigated. Perforated panels have been selected because they can counter the noise in specific low frequency ranges. The panels of different specific drilled hole sizes and perforation ratios have been studied to see the influence of these parameters on sound absorption characteristics. Further, an attempt has been done to enhance the sound absorption bandwidth by inserting a porous material behind the perforated panels. The experiments for the measurement of sound absorption coefficients (alpha) have been done by the Reverberation Chamber method as per ISO 8285-1987. The main aim of this study is to optimize different parameters and design a structure for the ceiling panel that can provide an efficient, economical noise reduction solution for confidential speech privacy by reducing echoes and long reverberation inside rooms.
Kuldeep Meena, Kirti Soni, Girija Moona, Mahavir Singh
Parametric Study of Factors Affecting Sound Absorption Characteristics of Acoustical Materials
Abstract
The paper reports the parametric sensitivity of the factors affecting the sound absorption characteristics of the acoustical materials tested in the reverberation chambers. The various factors affecting the sound absorption characteristics such as air-gap, thickness, bulk density, porosity, tortuosity and air flow resistivity have been discussed based on the previous studies. The study also reports some of the recently developed acoustical sound absorbing materials having higher sound absorption characteristics for noise control applications.
N. Garg, C. Gautam
Precise and Secure Time Dissemination Through White Rabbit Network Based Optical Fibre Link
Abstract
Precise transfer of time and frequency signals is an indispensable activity in the field of time and frequency metrology. Accurate time is a critical requirement for various fields, e.g., navigation, telecommunication and finance sectors along with many technological applications and advanced scientific research. Satellite based time transfer methods fulfil the requirements of accurate time for most of these applications but vulnerability to jamming and spoofing of satellite signals are big concerns for many of the critical applications. Optical fibre-based time transfer techniques provide excellent options for transferring precise and secure time over a distance of several hundreds of kilometers. The present work describes the establishment of an optical fibre link at CSIR-National Physical Laboratory, India utilising White Rabbit Precision Time Protocol (WR-PTP) for precise and accurate transfer of time and frequency signals from a reference atomic clock. White Rabbit (WR) technique includes several advanced features, e.g., synchronous ethernet, precision time protocol, digital dual mixer time difference etc. for measuring as well as compensating link delays very accurately and provides time synchronisation within sub-nanosecond uncertainty. In order to enhance the accuracy and stability of the optical fibre link, a feedback loop has been utilised for estimating as well as compensating dynamic phase variation, which arises due to ambient temperature variation around the link.
Neelam, M. P. Olaniya, Sumit Kushwah, S. Panja
Variation of Atmospheric Boundary Layer Height and Application of Forward Selection Technique during Diwali
Abstract
During the Diwali festival in the Delhi region, the Atmospheric Boundary Layer (ABL) height is examined in relation to pollution (caused by firecrackers) and climatic conditions. Air quality, ABL height, and Ventilation Coefficient (VC) have all been studied over the past four years as a result of firecracker use. By employing a forward selection technique, we have determined the most important factors that influence the ABL's height. The primary goal of this study is to discover the air pollution parameter that has the greatest impact on the ABL height. SOund Detection And Ranging (SODAR) has become a key tool for the continuous monitoring of ABL height. On Diwali in 2014–2017, the daily average ABL height was 300, 660, 308, and 263 m, respectively. These year's heights were about 25, 15, and 6% lower than the comparable Pre-Diwali days in 2014, 2016, and 2017, respectively; nevertheless, they were 15% higher in 2015. Mean comparisons and correlations show that the burning of firecrackers on Diwali contributes significantly to the amount of particulate matter and gaseous pollutants in the atmosphere. Using a forward selection strategy to choose the most influential parameters, the strongest correlations between meteorological variables and pollution concentrations were found. Temperature, relative humidity, wind speed, NO2, and SO2 input variables were selected based on their importance in 2014–2017 using a forward selection technique.
Nishant Kumar, Kirti Soni, Ravinder Agarwal
Separation of Weak Signals from White Noises Using Python-Based Software
Abstract
Weak signals are available from various applications like, geological explorations, biomedical sciences, military, aerospace and other fields. Detection of such signals is important for further studies. However, these signals are often mixed with high-frequency noises. These noises have very high-frequency, zero expectation value and zero average value. Various fields of control theory like, convolution time domain, frequency domain, and time domain analysis are required along with different nonlinear theoretical tools, like, chaos, stochastic resonance etc. These theoretical algorithms are used to develop an instrument called a lock-in amplifier which has a strong detection ability and high reliability of many weak signals. Before actually developing the amplifier, a simulation model is required to be developed. In this paper, the authors have developed a simulated model for the separation of weak input signals from white noises. For this process, Google Colab notebook and Python software have been used. The main advantage of this work is that the authors have used Python-based software which is open source software and takes very less computer space.
Paramita Guha, Rina Sharma
Ozone Formation Potential of Volatile Organic Compounds During November 2021 at an Urban Site of Delhi
Abstract
Volatile organic compounds (VOCs) are the precursor of secondary aerosols and surface ozone in the atmosphere. The present study has been carried out to understand the ozone formation potential (OFP) of different VOCs at an urban site of Delhi in November 2021. Ambient air samples were collected for VOC analysis using GC-FID. The total concentration of VOCs was (80.47 ± 38.77) ppbv. Out of 22 species of VOCs, n-butane has the highest monthly average concentration (14.47 ± 8.78) ppbv. Alkanes were the most abundant (63.80%) followed by alkenes (19.66%), aromatic hydrocarbons (11.25%), and, acetylene (5.29%) respectively. 1 hexene has the highest OFP value (56.11 ppbv) and n-nonane has the lowest OFP (0.54 ppbv) as well as the lowest concentration (0.69 ± 0.15) ppbv. Alkenes have the maximum percentage contribution (56.09%) to total OFP followed by alkanes (24.03%), aromatics (17.73%), and Alkyne (2.15%).
Pooja Yadav, T. K. Mandal, S. K. Sharma
Calibration and Analysis of Precision Capacitance Bridge and LCR Meter for Dissipation Factor Measurement
Abstract
The series combination of standards resistor and capacitors is used as dissipation factor standard to calibrate precision LCR meter and capacitance bridge. The dissipation factor is measured in the range of 0.1 to 0.0001 with uncertainties in the range of 0.1% to 11%. The precision capacitance bridge and LCR meter are calibrated for dissipation factor at 1 kHz. The calibration results are compared and discussed in the presented work. It is observed that the accuracy of the dissipation factor measured with the GR1615 precision capacitance bridge is in good agreement with theoretical values.
Priyanka Jain, Satish, Sachin Kumar, Ashmeet K. Uppal, Jyotsana Mandal, J. C. Biswas
Elemental Analysis and Health Risk Assessment of PM2.5 at An Urban Site of Delhi
Abstract
In order to comprehend the elemental annual contributions to PM2.5 over Delhi’s urban region from January 2021 to December 2021, this study was carried out. Elemental analysis (Na, Mg, Ca, Cr, Al, P, S, K, Fe, Cu, Zn, Cl, and Mo) of PM2.5 was performed using a non-destructive method (Wavelength Dispersive X-Ray Fluorescence Spectrometry). During the sampling period, the observed annual average concentration of PM2.5 was 105 ± 44 μg m−3, which exceeds the National Ambient Air Quality Standards (NAAQS) limit (40 μg m−3) by approximately 2.5 times. Among elements, majorly Cl (22%), S (21%), and K (19%), Fe (11%), Zn (6%), Ca (5%), Al (4%), Cr (3%) contributed to PM2.5. Whereas Cu, Ga, Mo, Zr, Mg, Na, B, P, Mn, Pd, As, Br, Ni and Ti contributed ≤1%. The diagnostic ratios of Al/Fe, Al/Ca, and Al/Mg indicates their common source of these elements. According to enrichment factor estimation, Fe, Ca, Mg and Na contribute to crustal/ soil dust, while Mo, Cr, Zn, and Cu are likely to be emitted due to industrial activities. The health risk assessment (HRA) evaluated the non-carcinogenic risk of Cr and Pb along with the carcinogenic risk of Cr. The burning of fossil fuels and biomass, industrial pollutants, automobile emissions, and crustal or mineral dust are among the likely sources of the PM2.5 anticipated at Delhi's urban site.
Sakshi Gupta, S. K. Sharma, T. K. Mandal
Roundness of a Flick Standard and Analyzing Effects of Different Filters While Using Least Squares Reference Circle Method of Roundness Measurement
Abstract
It’s imperative to ascertain and specify the roundness of mechanical components, otherwise, they could fail in the real world. In this paper, an attempt is made to analyze the roundness of a flick standard with Least Squares Reference Circle method using different filtration techniques. This analysis will help us understand the effect of these filters during measurements and the results thus obtained will be compared against each other to optimize the filters for roundness measurements.
Sandeep Kumar, Jokhan Ram, Mukesh Jewariya, Rina Sharma, Yogesh Mishra
Analysis of Effect of Seasonal Variations on the Environmental Noise Levels in Urban Zones
Abstract
The paper presents the effects of seasonal variations on environmental noise levels and also discusses the correlation of different meteorological factors with the ambient noise levels. The present study is conducted for two major cities of India–Delhi and Mumbai. The day and night equivalent levels of different seasons for ten sites of each of the two cities were analysed. No specific trend was observed for the seasonal variation of the noise levels for different seasons. It was observed that day, night, and 24 h equivalent levels show the highest values in the summer season.
S. Kumar, N. Garg, C. Gautam
Importance of Cosine Response of Optical Detectors in Irradiance/Illuminance Measurements
Abstract
Quantification of artificial lighting is an important aspect in the field of radiometry and photometry. Optical detectors are employed for the radiometric and photometric measurements and need to be characterized in terms of linearity and angular response. This work highlights the importance of the cosine response of detectors while doing illumination measurements under different lighting conditions. It is found that the measurements under quasidirectional light sources result in erroneous values whereas the uniform distribution of illumination minimizes the measurement errors irrespective of the detector positioning. The discrepancies in the irradiance/illuminance measurements are attributed due to the cosine errors of the detectors. The analysis clearly shows the importance of ascertaining the linearity and angular response of detectors before employing them for measurement purposes. A study of angular response and corresponding measurement errors in irradiance/illuminance is also done.
Vijeta, Rajeev Dwivedi, Shibu Saha, V. K. Jaiswal, Parag Sharma
Realization of Total Spectral Radiant Flux of an Incandescent Lamp with Three Spectroradiometer Configurations
Abstract
In an attempt to realize the total spectral radiant flux (TSRF) scale from spectral irradiance and total luminous flux, a study has been carried out to determine the suitability of the spectroradiometric configurations for sphere spectroradiometric measurements. Three spectroradiometric configurations have been studied and spectral irradiance measured from all the configurations was used to derive the TSRF scale, which has been used for the calibration of sphere-spectroradiometer system. Total luminous flux of a set of test lamps was measured under all three calibrations. Ananalysis of the measured total luminous flux has been done to ascertain the suitability of all the configurations for deriving TSRF from the spectral irradiance.
Vijeta, Shibu Saha, V. K. Jaiswal, Parag Sharma
Studies on Pressure and Temperature Dependent Dielectric Properties of Lead Magnesium Niobate -Lead Titanate Binary Relaxor to Use as a Pressure Sensing Material
Abstract
Measurement of pressure with required accuracy is important in many industries such as process, chemical manufacturing, automobile etc. The accurate pressure measurement is important not only due to quality considerations but also for safety purposes. A large number of instruments and sensors are available to measure gauge, differential, and absolute pressures. The primary standards measure the pressure using the fundamental units. The Secondary or transfer pressure standards measure pressure in terms of some other quantity like resistance, capacitances etc. Since the discovery of ferroelectricity in single crystal materials (Rochelle salts) in 1921 and its subsequent extension towards the poly-crystalline material (barium titanate, BT) during the 1940s, there has been a continued discovery of new material and technological development leading to the use of ferroelectric relaxor in a significant number of applications like multilayer capacitor, actuators, energy storage etc. The present study describes the investigation of pressure and temperature dependent dielectric properties of Lead Magnesium Niobate-Lead Titanatebinary (PMN-PT) Binary relaxor specimens. In this study, the investigator optimized the specimen's preparation method by changing PT concentration to improve the specimen's pressure sensing properties. This study adds another pressure sensing application of relaxor materials amongst many other applications.
Vinay Kumar
Quality Management System of BND® Development in Collaboration with RMPs at CSIR-NPL, India
Abstract
CSIR-National Physical Laboratory (NPL), India, has recently initiated the activity of development and production of CRMs in various sectors (including Water & Chemicals, Cement and Building Materials, Petroleum Products, Precious Metals, Hardness Blocks, Ores & Minerals, Organic Substances, etc.) in collaboration with recognized RMPs under the “Make-In-India” initiative of the Government of India (GoI). The aim of this joint development activity is to harmonize the Quality Infrastructure and also to boost the production and availability of indigenous CRMs in the country. The developed CRMs are available with the trade name ‘BND®’. The procedure of the development and production of BNDs jointly by CSIR-NPL and concerned RMPs is controlled by the Quality Management System (QMS) of CSIR-NPL that is based on IS/ISO 17034: 2016 and IS/ISO/IEC 17,025: 2017. The ‘BND Outreach’ and ‘BND Management’ Sub-Divisions falling under the ‘BND Division’ at CSIR-NPL actively coordinate with numerous recognized RMPs for the joint development and production of BNDs. The ‘QMS’ system being followed by CSIR-NPL and concerned RMPs is being discussed in this article.
Vipin Jain, Pallavi Kushwaha, S. P. Singh, Nahar Singh
Metadata
Title
Recent Advances in Metrology
Editors
Sanjay Yadav
Naveen Garg
Shankar G. Aggarwal
Shiv Kumar Jaiswal
Harish Kumar
Venu Gopal Achanta
Copyright Year
2024
Publisher
Springer Nature Singapore
Electronic ISBN
978-981-9945-94-8
Print ISBN
978-981-9945-96-2
DOI
https://doi.org/10.1007/978-981-99-4594-8