2019-11-05
使用Granutools粉體流動性分析儀進行乳糖粉體分析
介紹
理論概況
Granular materials and fine powders are widely used in industrial applications. To control and to optimize processing methods, these materials have to be precisely characterized. The characterization methods are related either to the properties of the grains (granulometry, morphology, chemical composition, …) and to the behaviour of the bulk powder (flowability, density, blend stability, electrostatic properties, …). However, concerning the physical behaviour of bulk powder, most of the techniques used in R&D or quality control laboratories are based on old measurement techniques. During the last decade, we have updated these techniques to meet the present requirements of R&D laboratories and production departments. In particular, the measurement processes have been automatized and rigorous initialization methods have been developed to obtain reproducible and interpretable results. Moreover, the use of image analysis techniques improves the measurements precision.
顆粒狀材料和精細粉體在工業上有著廣泛的應用。為了控制和優化加工方法，必須對這些材料進行的表征。表征方法既與顆粒的性質(粒度、形態、化學成分等)有關，也與粉體的行為(流動性、密度、共混穩定性、靜電性能等)有關。然而，關于散裝粉末的物理性能，大多數在研發或質量控制實驗室使用的技術是基于舊的測量技術。在過去的十年中，我們更新了這些技術，以滿足研發實驗室和生產部門目前的要求。特別是，測量過程已經自動化，并開發了嚴格的初始化方法，以獲得可重復和可解釋的結果。利用圖像分析技術提高了測量精度。
A range of measurement methods has been developed to cover all the needs of industries processing powders and granular materials. However, in this application note, we will be focused on the GranuFlow instrument.
一系列的測量方法已經得到發展，以涵蓋所有的需要，工業加工粉末和顆粒材料。但是，在這個應用中，我們將主要關注GranuFlow儀器。
粉體流動性分析儀
GranuFlow is an improved laboratory silo compared to the ancient Hall Flow Meter (ASTM B213, ISO4490) and compared to the “Flow Through An Orifice” method described in the Pharmacopea (USP1174).
與古老的霍爾流量計(ASTM B213, ISO4490) 或者與藥典(USP1174)中描述的“通過孔口的流動”方法相比，GranuFlow是一個先進的流速計。
GranuFlow is a straightforward powder flowability measurement device composed of a silo with different apertures associated with a dedicated electronic balance to measure the flowrate. This flowrate is computed automatically from the slope of the mass temporal evolution measured with the balance. The aperture size is modified quickly and easily with an original rotating system. The measurement and the result analysis are assisted by software. The flowrate is measured for a set of aperture sizes to obtain a flow curve. Finally, the whole flow curve is fitted with the well-known Beverloo theoretical model to obtain a flowability index (Cb, related to the powder flowability) and the minimum aperture size to obtain a flow (Dmin) (for theoretical background, user can refer to Appendix 1). The whole measurement is performed easily, fastly and precisely.
GranuFlow是一種簡單明了的粉末流動性測量裝置，它由一個不同孔徑的筒倉和一個專用的電子天平組成。這種流量是根據用天平測量的流速質量隨時間演化的比率（斜率）自動計算出來的。利用原有的旋轉系統，可以快速、方便地調整孔徑大小。軟件輔助測量和結果分析。通過測量一組孔徑尺寸來獲得流量曲線。后,整個流動曲線是配備Beverloo理論模型獲得流動性指數(Cb、粉末流動性相關)和小孔徑大小獲得流(Dmin)(為理論背景,用戶可以參考附錄1)。整個測量容易執行,快速準確。
In this paper, we used a complete set of hole diameters: 4, 6, 8, 10, 12, 14 and 16mm.
在本文中，我們使用了一套完整的孔徑:4、6、8、10、12、14和16毫米。
The main purpose of this application note is to provide information regarding lactose analysis for the Pharmaceutical field.
本應用說明的主要目的是為醫藥領域提供有關乳糖分析的信息。
乳糖分析
材料
The powders used in this application are provided by Meggle Pharma. All these samples are made of lactose. They are called by the manufacturer Tablettose 70, Tablettose 80, Flowlac 90 and Flowlac 100. According to supplier’s data, the physico-chemical properties of these powders are described by the following table:
本應用中使用的粉末由Meggle Pharma提供。所有這些樣品都是乳糖。他們被制造商稱為Tablettose 70, Tablettose 80, Flowlac 90和Flowlac 100。根據供應商的數據，這些粉末的理化性能描述如下表:
Table 1: Lactose physico-chemical properties
表1:乳糖理化性質
| 松裝密度(g/l) | 振實密度 | 豪斯納比 |
Tablettose 70 |
|
|
|
Tablettose 80 |
|
|
|
Flowlac 90 |
|
|
|
Flowlac 100 |
|
|
|
SEM pictures have been made in order to have an information of the particle size distribution and particles shape:
為了獲得顆粒尺寸分布和顆粒形狀的信息，通過掃描電鏡獲得如下圖片：
The first observation concerns the particles shape, indeed, all Flowlac samples have spherical shape, while Tablettose samples have irregular one.
首先觀察到的是顆粒的形狀，所有的Flowlac樣品都是球形的，而Tablettose樣品是不規則的。
Then, with the help of ImageJ Software, the granulometric analysis of the four samples have been carried out (dpp is the mean primary particle diameter and σ the standard deviation):
mageJ軟件的幫助下,四個樣品進行了粒度分析(ddp是指初級粒子直徑和標準差σ):
Table 2: Lactose granulometric analysis.
表2:乳糖顆粒分析。
使用GranuFlow進行分析
GranuFlow analysis were performed at 26°C and 40.0%RH (w = 8.5gH20/kgDryAir). Mass Flowrate was investigated for different hole size (from 4mm to 16mm). F is the powder flowrate (in g/s) and Cb the Beverloo parameter (in g/mm3). Dmin is the minimum aperture size to obtain a flow:
在26°C和40.00% RH下(w = 8.5gH20/kg干燥空氣)進行顆粒流分析。研究了不同孔徑(4mm ~ 16mm)下的質量流量。F為粉末流量(單位為g/s)， Cb為Beverloo參數(單位為g/mm3)。Dmin是獲得流量的小孔徑尺寸:
Table 3: Raw data obtained with the GranuFlow instrument for the four lactose samples.
表3:通過GranuFlow儀器獲得的四個乳糖樣品的原始數據。
These results are really interesting, indeed by the look of Hausner ratio (cf. Table 1), we can see that the classical tap density test (“Densitap”) is unable to make differentiation between one sample to another (despite the high heterogeneity in terms of samples physico-chemical composition). However, GranuFlow allows to its user to make powder classification with great accuracy (with the help of Cb and Dmin parameters). Although Flowlac 90 and Tablettose70 have the same Cb parameter, Dmin information allows us to affirm that Flowlac90 has the best flowability from all samples and its followed by Tablettose70. Flowlac100 comes in third position, while Tablettose80 has the lower flowability. To prove these assumptions the following figure shows the mass flowrate according to hole diameter:
這些結果確實很有趣，從豪斯納比(cf. Table 1)可以看出，經典的振實密度測試(“Densitap”)無法區分樣品之間的差異(盡管樣品的物理化學成分具有高度異質性)。然而，GranuFlow滿足用戶對粉末進行非常的分類(借助Cb和Dmin參數)。雖然Flowlac90和Tablettose70具有相同的Cb參數，但Dmin信息可以讓我們確認Flowlac90在所有樣本中流動性好，其次是Tablettose70。Flowlac100排在第三位，而Tablettose80的流動性較差。為了證明這些假設，下圖顯示了根據孔直徑的質量流量:
Figure 5: Mass flowrate versus aperture size for all lactose samples. Lines represent the Beverloo law.
圖5:所有乳糖樣品的質量流量與孔徑大小。線條代表貝弗里洛定律。
This graph shows the good correlation between experimental data and modeled values (with Beverloo law). This fact is highly important, because with the Beverloo model, user can make data interpolation, and thus predicts the mass flowrate for different hole sizes.
這個圖表顯示了實驗數據和模型值之間的良好相關性(用貝弗里洛定律)。這一事實是非常重要的，因為在貝弗盧模型中，用戶可以進行數據補充，從而預測不同孔大小的質量流量。
Conclusions
總結
? GranuFlow allows to plot the full mass flowrate curve.
GranuFlow能夠繪制完整的質量流量曲線
? GranuFlow gives information about the Beverloo law (i.e powder flowability and minimum diameter for the powder to flow in silo configuration).
GranuFlow給出了滿足貝弗里洛定律計算需要的信息(如：在粉末在筒倉中，粉末的流動性和小流出孔徑)
? GranuFlow allows to classify powders in terms of flowability, even if the classical tap density test is unable to see Hausner ratio difference.
即使經典的振實密度測試無法看出豪斯納比值的差異，GranuFlow也能夠根據流動性對粉末進行分類。
Bibliography
參考文獻
Appendix 1: GranuFlow theoretical background
附錄1：GranuFlow理論背景
The mass flowrate F through a circular orifice of diameter D is given by the product of the mean speed of the grains <vout>, the aperture area and the bulk density ρ. One has the general expression:
質量流率F通過圓孔的直徑D的產物顆粒的平均速度<流出速度>、孔徑面積和體積密度ρ。一個是一般表達式:
?? = ?? < ???????? >
?? ??2 4
The Beverloo's law is based on two hypotheses:
貝弗里洛定律基于兩個假設:
• The flow is blocked when the orifice diameter is below a threshold Dmin.
當孔板直徑低于閾值Dmin時，阻擋流動。
• The grains experience a free fall before passing through the orifice, i.e. ???????? = √2 ?? ?? ??. This relation comes from the idea that the jamming mechanism is due to the formation of a semispherical arch before the orifice. If this arch has a typical size proportional to the aperture, we obtain ?? = 0,5. To be more general, the parameter ?? can be a free parameter.
Finally, the mass flowrate expression becomes:
顆粒自由落體,然后再通過孔,即????????=√2??????。這種關系來自于這樣一種觀點，即堵塞機構是由于在孔口前形成半球形的拱。如果這拱具有典型的孔徑大小成正比的,我們獲得??= 0、5。通常來講,參數??可以自由參數。
后，質量流量表達式為:
?? =
?? √2 ?? ?? 4
√?? (?? − ????????)2,5 = ???? √?? (?? − ????????)2,5
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