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Tytuł:
Analysis and perspectives on multivariate statistical process control charts used in the industrial sector: a systematic literature review
Autorzy:
Ueda, Renan M.
Agostino, Ìcaro R. S.
Souza, Adriano M.
Powiązania:
https://bibliotekanauki.pl/articles/2127533.pdf
Data publikacji:
2022
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
multivariate statistical process control
systematic review
control chart
manufacturing
industrial
Opis:
The objective of this article is to carry out a systematic review of the literature on multivariate statistical process control (MSPC) charts used in industrial processes. The systematic review was based on articles published via Web of Science and Scopus in the last 10 years, from 2010 to 2020, with 51 articles on the theme identified. This article sought to identify in which industry the MSPC charts are most applied, the types of multivariate control charts used and probability distributions adopted, as well as pointing out the gaps and future directions of research. The most commonly represented industry was electronics, featuring in approximately 25% of the articles. The MSPC chart most frequently applied in the industrial sector was the traditional T2 of Harold Hotelling (Hotelling, 1947), found in 26.56% of the articles. Almost half of the combinations between the probabilistic distribution and the multivariate control graphs, i.e., 49.4%, considered that the data followed a normal distribution. Gaps and future directions for research on the topic are presented at the end.
Źródło:
Management and Production Engineering Review; 2022, 13, 2; 48--60
2080-8208
2082-1344
Pojawia się w:
Management and Production Engineering Review
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Interval Type-2 fuzzy Exponentially Weighted Moving Average Control Chart
Autorzy:
Adepoju, Akeem Ajibola
Abdulkadir, Sauta S.
Jibasen, Danjuma
Chiroma, Haruna
Powiązania:
https://bibliotekanauki.pl/articles/2021442.pdf
Data publikacji:
2022-03-15
Wydawca:
Główny Urząd Statystyczny
Tematy:
Exponentially weighted moving average control chart
Fuzzy control chart
Fuzzy sets
Interval Type-2 fuzzy sets
Interval Type-2 fuzzy Exponentially Weighted Moving Average Control Chart
Statistical process control
Opis:
Some industrial data often come with uncertainty, which in some cases depends on the decision of those responsible for taking the measurement in the production process. While the fuzzy approach helps to tackle the ambiguity that arises in the measurement, an interval type-2 fuzzy set deals with such uncertainty better due to its flexibility over the control limits of its control chart. This paper aims to develop an Interval Type-2 fuzzy Exponentially Weighted Moving Average Control Chart (IT2FEWMA) under the fuzzy type-2 condition. This development will facilitate monitoring small and moderate shifts in the production process in conditions of uncertainty.
Źródło:
Statistics in Transition new series; 2022, 23, 1; 185-200
1234-7655
Pojawia się w:
Statistics in Transition new series
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Production cost calculation approach based on data collected during manufacturing process
Autorzy:
Krześniak, Grzegorz
Powiązania:
https://bibliotekanauki.pl/articles/23944755.pdf
Data publikacji:
2022
Wydawca:
Stowarzyszenie Menedżerów Jakości i Produkcji
Tematy:
cost calculation
cost modeling
manufacturing costs
control chart
quality costs
Statistical Process Control (SPC)
kalkulacja kosztów
modelowanie kosztów
koszty produkcji
wykres kontrolny
koszty jakości
statystyczna kontrola procesu
Opis:
The aim of the article is to present a proposal and discuss the production cost calculation procedures based on data collected during manufacturing process, according to standard SPC control chart evaluation. It is applied as a tool to support the process of continuous improvement of the manufacturing process and improve profitability by reducing the cost of production. Research methodology - the study uses the results of a literature review on the issue of cost analysis and their modeling. Key elements are the main cost components, but also those that are considered less important and may be overall decisive. Application of Statistical Process Control - as a method of data collection for cost modeling to improve overall cost structure is proposed. Originality/value - the considerations presented in the study may be the basis for determining the key components of the cost of production. The proposed simulation model allows for the determination of the main quality cost factors. This, in turn, should allow to define the main directions of searching for the optimization of the product cost in order to achieve the expected level of cost and quality.
Źródło:
System Safety : Human - Technical Facility - Environment; 2022, 4, 1; 19-27
2657-5450
Pojawia się w:
System Safety : Human - Technical Facility - Environment
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Statistical process control of commercial force-sensing resistors
Autorzy:
Palacio Gómez, Carlos Andrés
Paredes-Madrid, Leonel
Garzon, Andrés Orlando
Powiązania:
https://bibliotekanauki.pl/articles/2173875.pdf
Data publikacji:
2022
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
force sensing resistors
FSR
pressure sensor
statistical process control
hysteresis error
drift error
Opis:
The manufacturing and characterization of polymer nanocomposites is an active research trend nowadays. Nonetheless, statistical studies of polymer nanocomposites are not an easy task since they require several factors to consider, such as: large amount of samples manufactured from a standardized procedure and specialized equipment to address characterization tests in a repeatable fashion. In this manuscript, the experimental characterization of sensitivity, hysteresis error and drift error was carried out at multiple input voltages () for the following commercial brands of FSRs (force sensing resistors): Interlink FSR402 and Peratech SP200-10 sensors. The quotient between the mean and the standard deviation was used to determine dispersion in the aforementioned metrics. It was found that a low mean value in an error metric is typically accompanied by a comparatively larger dispersion, and similarly, a large mean value for a given metric resulted in lower dispersion; this observation was held for both sensor brands under the entire range of input voltages. In regard to sensitivity, both sensors showed similar dispersion in sensitivity for the whole range of input voltages. Sensors’ characterization was carried out in a tailored test bench capable of handling up to 16 sensors simultaneously; this let us speed up the characterization process.
Źródło:
Metrology and Measurement Systems; 2022, 29, 3; 469--481
0860-8229
Pojawia się w:
Metrology and Measurement Systems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Study of process stability in injection molding based on product weight
Autorzy:
Chaciński, Tomasz
Jaskólski, Piotr
Pałubicki, Michał
Powiązania:
https://bibliotekanauki.pl/articles/2106429.pdf
Data publikacji:
2022
Wydawca:
Politechnika Koszalińska. Wydawnictwo Uczelniane
Tematy:
injection molding
quality control
statistical process control
process capability indicators
wtryskiwanie
kontrola jakości
statystyczne sterowanie procesem
wskaźnik zdolności procesowej
Opis:
This paper describes a stability study of a plastic injection molding process. There is a need - underpinned by economic considerations - to continuously improve and lead to a maximum reduction in the level of deficiencies in production processes. One of the methods that can help to improve the process is SPC (Statistical Process Control). One of the SPC tools are proces capability indicators (Cp, Cpk) or performance indicators, such as Pp, Ppk. In this paper, on a mass measuring station, a study was conducted on three types of products manufactured in a company, and the measurements concerned each piece of the product manufactured during one work shift. The data collected were used to calculate the process capability and to evaluate these processes.
Źródło:
Journal of Mechanical and Energy Engineering; 2022, 6, 1; 21--26
2544-0780
2544-1671
Pojawia się w:
Journal of Mechanical and Energy Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
The Application of Six Sigma for Process Control Analysis in the Malaysian Poultry Wastewater Treatment
Autorzy:
Ishak, Anuar Bin
Mohamad, Effendi Bin
Arep, Hambali Bin Arep
Powiązania:
https://bibliotekanauki.pl/articles/2086415.pdf
Data publikacji:
2022
Wydawca:
Polskie Towarzystwo Inżynierii Ekologicznej
Tematy:
six sigma
wastewater treatment
poultry wastewater
statistical quality control
process capability
treatment reliability
Opis:
In this paper, the researchers presented the process control analysis of a Poultry Wastewater (PWW) treatment plant that was designed to comply with the Environmental Quality (Industrial Effluent) Regulations, 2009. In this pilot case study, the researchers highlighted the fact that owing to the existing global environmental challenges, a Six Sigma approach needs to be used for developing a new technique that helps in optimising process capability and assesses the treatment reliability. This would allow the effective treatment of different pollutants like pH, BOD5, TSS, COD, O&G and NH3-N before their discharge into the environment. The researchers used several quality control process tools like the I-MR control charts, treatment process capability analysis and treatment reliability assessment in the study. After analysing the data, the researchers concluded that the plant could effectively treat NH3-N, as well as fairly decrease the pH, BOD5, and COD values, whereas it displayed low ability in treating TSS and O&G within the research period. The researchers noted that the process showed low reliability in the treatment of TSS and O&G, i.e., 88.6% and 29.8% respectively, led to the discharge of fine colloids in the effluent. This was attributed to problematic processes in the PWW treatment procedure, such as malfunction of the DAF unit process, ineffective physical-chemical treatment, and tertiary filtration breakdown. The researchers concluded that this PWW plant required additional control and design improvement so that it released a low concentration of toxic compounds in the effluent discharge, and complied with the standards. This research could be used as a reference for additional studies that aimed to improve the quality of the wastewater treatment processes.
Źródło:
Journal of Ecological Engineering; 2022, 23, 5; 116--129
2299-8993
Pojawia się w:
Journal of Ecological Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of X-S Control Cards to Parameter Control in the Machining Process of Piston Castings for Internal Combustion Engines
Autorzy:
Krępa, Adam
Piątkowski, J.
Powiązania:
https://bibliotekanauki.pl/articles/2126905.pdf
Data publikacji:
2021
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
control cards
casting quality
machining of castings
SPC
Statistical Process Control
karty kontrolne
jakość odlewów
obróbka odlewów
statystyczna kontrola procesu
Opis:
This article discusses the possibility of using a two-track X-S control card on a Mesas device to control the production process parameters of piston castings for combustion engines. The research was carried out at the Federal-Mogul Gorzyce company. The basis for estimating the variability of the process results from the mean value (X) is the standard deviation (S). Thanks to specially designed measuring stations that use algorithms to calculate process indicators (Cp and/or Cpk) and their visualization, the cost of manufacturing products and the number of non-compliant products (scraps) are reduced. The process stability was investigated by measuring the key dimensions of the piston casting in a specific population and a given measurement cycle. Taking into account the precision of details, their technical condition, and surface quality, the production machines and cutting tools were optimally selected. It has been found that an important element of the effective use of Statistical Process Control (SPC) are trained/experienced operators who can correctly interpret the resulting control chart forms.
Źródło:
Archives of Foundry Engineering; 2021, 21, 4; 116--120
1897-3310
2299-2944
Pojawia się w:
Archives of Foundry Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Assessing the representative elementary volume of rock types by X-ray computed tomography (CT) – a simple approach to demonstrate the heterogeneity of the Boda Claystone Formation in Hungary
Autorzy:
Abutaha, Saja M.
Geiger, János
Gulyás, Sándor
Fedor, Ferenc
Powiązania:
https://bibliotekanauki.pl/articles/2204358.pdf
Data publikacji:
2021
Wydawca:
Uniwersytet im. Adama Mickiewicza w Poznaniu
Tematy:
Hounsfield Unit
HU
autoregressive integrated moving average
ARIMA
Statistical Process Control
SPC technique
skala Hounsfielda
model ARIMA
statystyczna kontrola procesu
SPC
Opis:
X-ray computed tomography (CT) can reveal internal, three-dimensional details of objects in a non-destructive way and provide high-resolution, quantitative data in the form of CT numbers. The sensitivity of the CT number to changes in material density means that it may be used to identify lithology changes within cores of sedimentary rocks. The present pilot study confirms the use of Representative Elementary Volume (REV) to quantify inhomogeneity of CT densities of rock constituents of the Boda Claystone Formation. Thirty-two layers, 2 m core length, of this formation were studied. Based on the dominant rock-forming constituent, two rock types could be defined, i.e., clayey siltstone (20 layers) and fine siltstone (12 layers). Eleven of these layers (clayey siltstone and fine siltstone) showed sedimentary features such as, convolute laminations, desiccation cracks, cross-laminations and cracks. The application of the Autoregressive Integrated Moving Averages, Statistical Process Control (ARIMA SPC) method to define Representative Elementary Volume (REV) of CT densities (Hounsfield unit values) affirmed the following results: i) the highest REV values corresponded to the presence of sedimentary structures or high ratios of siltstone constituents (> 60%). ii) the REV average of the clayey siltstone was (5.86 cm3) and (6.54 cm3) of the fine siltstone. iii) normalised REV percentages of the clayey siltstone and fine siltstone, on the scale of the core volume studied were 19.88% and 22.84%; respectively. iv) whenever the corresponding layer did not reveal any sedimentary structure, the normalised REV values would be below 10%. The internal void space in layers with sedimentary features might explain the marked textural heterogeneity and elevated REV values. The drying process of the core sample might also have played a significant role in increasing erroneous pore proportions by volume reducation of clay minerals, particularly within sedimentary structures, where authigenic clay and carbonate cement were presumed to be dominant.
Źródło:
Geologos; 2021, 27, 3; 157--172
1426-8981
2080-6574
Pojawia się w:
Geologos
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Proposal of methodology for practical application of nonparametric control charts
Autorzy:
Noskievičová, Darja
Smajdorová, Tereza
Powiązania:
https://bibliotekanauki.pl/articles/104130.pdf
Data publikacji:
2019
Wydawca:
Stowarzyszenie Menedżerów Jakości i Produkcji
Tematy:
statistical process monitoring
nonparametric control charts
median run length
simulation
quantiles
statystyczne monitorowanie procesów
nieparametryczne wykresy kontrolne
mediana długości przebiegu
symulacja
kwantyle
Opis:
This paper deals with the methodology for practical application of nonparametric control charts. This topic is very important for two reasons: firstly nonparametric control charts are very effective instruments for the realization of the statistical process monitoring phase I due to their robustness against various deviations from the data assumptions that must be met when applying model-based control charts. Secondly nonparametric control charts have very weak SW support and also they are not taught in the frame of training courses not even of the university study programmes. For that reason the practitioners do not know them and do not use them. The paper offers the proposal how to practically apply these control charts which is based on the complex simulation study of various nonparametric control charts performance when various data assumptions have not been met. The study has covered these nonparametric control charts: Shewhart sign control chart, nonparametric EWMA and nonparametric CUSUM control charts, nonparametric progressive mean control chart, control chart based on Mood statistics and robust median absolute deviation control chart. All charts have been studied in condition of not normally distributed data, autocorrelated data and data with nonconstant distribution parameters. The simulations were realized for statistically stable (IC – in control) and also statistically unstable (OC – out of control) processes. For the evaluation of the control charts performance median run length, 0.05-quantile, and 0.95-quantile were used.
Źródło:
Quality Production Improvement - QPI; 2019, 1, 1; 464-471
2657-8603
Pojawia się w:
Quality Production Improvement - QPI
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Quality assurance processes in series production of car elements
Autorzy:
Mazur, Magdalena
Powiązania:
https://bibliotekanauki.pl/articles/103959.pdf
Data publikacji:
2019
Wydawca:
Stowarzyszenie Menedżerów Jakości i Produkcji
Tematy:
quality assurance
automotive industry
statistical control
process quality indicato
zapewnienie jakości
przemysł motoryzacyjny
kontrola statystyczna
wskaźnik jakości procesu
Opis:
The paper presents partial results of qualitative analyzes conducted on the production line in the automotive industry. The subject of analyzes is the safety element for motor vehicles and meeting the quality requirements. The quality requirements that the manufacturer must meet are based on customer guidelines (automotive concern) for components manufactured for first assembly. The presented analyzes relate to the identification of production discrepancies and the results of statistical analyzes for the cutting process and component control for one type of cable. This work contains basic issues in the field of production management for elements intended for the automotive market, detailing the basic applicable rules and standards in this field. It also contains the results of the analysis and evaluation of the production process of the company operating on this market. A preliminary analysis of the causes of production problems and statistical analysis for the indicated process was presented.
Źródło:
Quality Production Improvement - QPI; 2019, 1, 1; 610-617
2657-8603
Pojawia się w:
Quality Production Improvement - QPI
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
System przetwarzania danych pomiarowych wykorzystujący SPC do obróbki krótkich serii zgodny z ideą Przemysłu 4.0
The System of Measurement Data Analysis Based on SPC Dedicated for Short Batches
Autorzy:
Oborski, P.
Bielicki, B.
Powiązania:
https://bibliotekanauki.pl/articles/276442.pdf
Data publikacji:
2017
Wydawca:
Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
Tematy:
systemy pomiarowe
Statystyczne Sterowanie Pomiarami
wytwarzanie
produkcja małoseryjna
obróbka części lotniczych
automatyzacja
integracja informatyczna
Przemysł 4.0
measurement systems
Statistical Process Control
manufacturing
small batch production
airplane industry
shop floor control
automation
integration of data flow
Opis:
W artykule przedstawiono wyniki badań opracowanej metody efektywnego pomiaru części w przemyśle lotniczym, redukującej zaangażowanie pracowników i umożliwiającej sterowanie procesem w oparciu o wyniki pomiarów. Stosując ideę SPC opracowano metodę analizy danych dostosowaną do nadzorowania i sterowania produkcją krótkich serii wysoko dokładnych części. Została ona zaimplementowana w zbudowanym w ramach badań systemie pomiarowym składającym się z dedykowanej aplikacji informatycznej współpracującej z systemem ERP zarządzającym zlecaniami produkcyjnymi, systemem zarządzania danymi technologicznymi i pomiarowymi oraz elektronicznymi urządzeniami pomiarowymi. Zbudowany system pomiarowy pozwalający na automatyzację zaawansowanego przetwarzania danych pomiarowych jest obecnie poddawany testom przemysłowym.
The article presents results of the research on new data analysing method suitable for control of production of high quality parts manufactured in short batches. The method was implemented in the IT measurement system. It allows automation of most of operations done by machine operator. It is also integrated with the ERP system for orders management, the system of process data management, barcodes sensors for parts and documentation identification and electronic measurement tools.
Źródło:
Pomiary Automatyka Robotyka; 2017, 21, 2; 71-78
1427-9126
Pojawia się w:
Pomiary Automatyka Robotyka
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Applicability of statistical process control for surface modification plant and properties of coated calcite
Autorzy:
Ucurum, M.
Malgir, E.
Deligezen, H.
Karaer, N.
Avsar, M.
Powiązania:
https://bibliotekanauki.pl/articles/110501.pdf
Data publikacji:
2016
Wydawca:
Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
Tematy:
calcite
surface modification
pin mill plant
statistical process control
coated calcite properties
Opis:
Due to its low surface energy, easy dispersion, high homogeneity and whiteness, coated (modified) calcite has increasingly been used in many industries, particularly in the plastics. The demand for this product will most likely increase in the years to come. Surface modification of calcite with a fatty acid would lead to a great expansion of industrial applications. The color values of coated calcite products are the first quality parameter. Therefore, it is very important to monitor the variations in the color characteristics of the coated calcite products. It is well known that statistical process control (SPC) techniques have been widely used in the many industries. In the present study, the surface of micronized calcite was coated with stearic acid by a pin mill. X-R control graphics and process capability index were applied for monitoring variations in quality control based on color parameters (L*, a* and b*) for the pin mill plant. In addition, active ratio, particle size distribution, whiteness parameters, BET, FTIR, TGA-DTA and SEM were then determined on a coated calcite sample. The results show that the pin mill plant seems under control and the coating technology is very effective in modifying the surface of micronized calcite products.
Źródło:
Physicochemical Problems of Mineral Processing; 2016, 52, 2; 803-820
1643-1049
2084-4735
Pojawia się w:
Physicochemical Problems of Mineral Processing
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
On line diagnostics and self-tuning method for the fluidized bed temperature controller
Autorzy:
Porzuczek, J.
Powiązania:
https://bibliotekanauki.pl/articles/240482.pdf
Data publikacji:
2016
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
fluidized bed boiler
bed temperature
temperature control
statistical process control
kocioł fluidalny
temperatura złoża
regulacja temperatury
statystyczne sterowanie procesem
Opis:
The paper presents the method of on-line diagnostics of the bed temperature controller for the fluidized bed boiler. Proposed solution is based on the methods of statistical process control. Detected decrease of the bed temperature control quality is used to activate the controller self-tuning procedure. The algorithm that provides optimal tuning of the bed temperature controller is also proposed. The results of experimental verification of the presented method is attached. Experimental studies were carried out using the 2 MW bubbling fluidized bed boiler.
Źródło:
Archives of Thermodynamics; 2016, 37, 1; 31-46
1231-0956
2083-6023
Pojawia się w:
Archives of Thermodynamics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of Special Cause Control Charts to Green Sand Process
Autorzy:
Perzyk, M.
Rodziewicz, A.
Powiązania:
https://bibliotekanauki.pl/articles/381885.pdf
Data publikacji:
2015
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
quality management
information technology
foundry industry
statistical process control
time series analysis
control charts
zarządzanie jakością
technologia informatyczna
przemysł odlewniczy
statystyczne sterowanie procesem
analiza szeregów czasowych
karta kontrolna
Opis:
Statistical Process Control (SPC) based on the well known Shewhart control charts, is widely used in contemporary manufacturing industry, including many foundries. However, the classic SPC methods require that the measured quantities, e.g. process or product parameters, are not auto-correlated, i.e. their current values do not depend on the preceding ones. For the processes which do not obey this assumption the Special Cause Control (SCC) charts were proposed, utilizing the residual data obtained from the time-series analysis. In the present paper the results of application of SCC charts to a green sand processing system are presented. The tests, made on real industrial data collected in a big iron foundry, were aimed at the comparison of occurrences of out-of-control signals detected in the original data with those appeared in the residual data. It was found that application of the SCC charts reduces numbers of the signals in almost all cases It is concluded that it can be helpful in avoiding false signals, i.e. resulting from predictable factors.
Źródło:
Archives of Foundry Engineering; 2015, 15, 4; 55-60
1897-3310
2299-2944
Pojawia się w:
Archives of Foundry Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Application of statistical process control for proper processing of the Fore-Sudetic Monocline copper ore
Autorzy:
Tasdemir, A.
Kowalczuk, P. B.
Powiązania:
https://bibliotekanauki.pl/articles/110236.pdf
Data publikacji:
2014
Wydawca:
Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
Tematy:
copper
upgrading
statistical process control
ARIMA model
Shewhart’s chart
autocorrelation
Opis:
The paper deals with Statistical Process Control (SPC) applied to three original and three generated variables of copper ore upgrading by flotation. The six variables were evaluated by the SPC charts based on industrial upgrading of copper ore data gathered during one month of operation in the form of copper content in feed, concentrate and tailing. The remaining three upgrading variables were concentrate yield, copper recovery in concentrate and non-copper components recovery in tailing. Although, all variables obeyed normal distribution, considerable autocorrelation was detected between observations for all variables. For this reason, the traditional Shewhart control charts, that assume the process data generated are normally and independently distributed, resulted in many of out-of-control points which may lead to wrong decisions regarding the control of process variables. The most suitable ARIMA time series models were determined for all variables to remove autocorrelations. The ARIMA(0,1,1) model was found the best for copper content in feed, copper content in concentrate, concentrate yield and non-copper components recovery in tailing, while the AR(1) model was suitable for copper content in tailing and copper recovery in concentrate.
Źródło:
Physicochemical Problems of Mineral Processing; 2014, 50, 1; 249-264
1643-1049
2084-4735
Pojawia się w:
Physicochemical Problems of Mineral Processing
Dostawca treści:
Biblioteka Nauki
Artykuł
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