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Third-type of Strain Aging of GH4720Li Over a Wide Range of Temperatures and Strain Rates GH4720Li在大温度和应变速率下的第三类应变时效
IF 0.4 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-09-30 DOI: 10.12982/cmjs.2022.088
Jie Chen, Zhijun Wang, H. Zhang, Qingxiang Yang, Hongtao Zhang, Ruo-Xun Zhai
In this study, the working environment of the GH4720Li alloy was simulated using a dynamic compression test with a strain rate range of 0.01–4000 s-1 and a temperature range of 20–1000 °C, and its dynamic mechanical properties under operating conditions were studied. Based on the signifi cant volume of the test data, it was observed that there was an abnormal stress peak in the GH4720Li alloy owing to third strain aging. The third strain aging behavior is an irregular bell-shaped stress curve. In addition, the effects of the temperature and strain rate on the bell-shaped stress curve were studied. With an increase in the strain rate, the bell-shaped stress curve shifted to the high-temperature zone, and the stress peak and temperature width of the bell-shaped curve gradually decreased. Finally, the change mechanism of the strain rate effect on the bell-shaped stress curve is explained from a microscopic point of view.
本研究采用应变速率范围为0.01 ~ 4000 s-1,温度范围为20 ~ 1000℃的动态压缩试验,模拟GH4720Li合金的工作环境,研究其在工作条件下的动态力学性能。基于大量的试验数据,可以观察到GH4720Li合金由于第三应变时效而出现异常应力峰。第三种应变时效行为为不规则的钟形应力曲线。此外,还研究了温度和应变速率对钟形应力曲线的影响。随着应变速率的增大,钟形应力曲线向高温区移动,钟形曲线的应力峰值和温度宽度逐渐减小。最后,从微观角度解释了应变率效应对钟形应力曲线的变化机理。
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引用次数: 0
Sorption Studies of Cesium on Kunipia-F Bentonite and Silicon Dioxide Kunipia-F膨润土和二氧化硅对铯的吸附研究
IF 0.4 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-09-30 DOI: 10.12982/cmjs.2022.093
A. O-manee, Y. Enokida, Kayo Sawada
Adsorption is one of the effective methods used for the removal of contaminants from radioactive wastewater. In this research, removal efficiency of Cs from the prepared low-concentration Cs solution (100 μg/L) was studied using two different adsorbents namely high purity Kunipia-F bentonite and Silicon dioxide (SiO2). After performing the adsorption tests, the Cs ions in liquid and solid phases were analyzed using the inductively coupled plasma mass spectrometry (ICP-MS) technique. The adsorption capacities of both materials were then compared. It was found that the Cs adsorption capacity of bentonite was higher than that of SiO2. The distribution coefficient of Cs in the bentonite was 1.0 L-sol/g-solid, which was 100 times greater than that of SiO2. The highest sorption of Cs on bentonite could be attributed to its smaller particle size (0.362 μm), compared to the SiO2 particle size (0.625 μm). Bentonite is natural clay and is generally used as a buffer material in geological disposal systems for high-level nuclear waste. The results of this research indicate that bentonite could be an effective absorbent for decontaminating low concentration Cs in radioactive wastewater.
吸附法是去除放射性废水中污染物的有效方法之一。采用高纯度Kunipia-F膨润土和二氧化硅(SiO2)两种不同的吸附剂,对制备的低浓度(100 μg/L) Cs溶液中的Cs进行了去除效果研究。在进行吸附试验后,采用电感耦合等离子体质谱(ICP-MS)技术对液相和固相中的Cs离子进行分析。然后比较了两种材料的吸附能力。结果表明,膨润土对Cs的吸附量高于SiO2。Cs在膨润土中的分布系数为1.0 L-sol/g-solid,是SiO2的100倍。膨润土的粒径为0.362 μm,比SiO2的粒径(0.625 μm)小。膨润土是一种天然粘土,通常用作高放核废料地质处置系统中的缓冲材料。研究结果表明,膨润土可作为一种有效的吸收剂,用于放射性废水中低浓度铯的净化。
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引用次数: 0
Investigation of Welding Process Parameters In Friction Stir Welding of AA1100 Alloy Using Taguchi Technique 田口法AA1100合金搅拌摩擦焊接工艺参数研究
IF 0.4 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-09-30 DOI: 10.12982/cmjs.2022.090
Sridhar Sivasubramaniam, T. Ramanathan, Nandhakumar Shanmugham, Karthick Sekar [
Friction stir welding (FSW) of aluminium alloy AA1100 is investigated in this work. The process parameters considered in the work includes; tool tilt angle, tool pin geometry, tool rotational speed and welding speed. The tensile strength, welding temperature and hardness are considered as the responses and selection of optimum welding process parameters for maximizing tensile strength, hardness and minimization of the welding temperature are demonstrated using Taguchi technique and Response surface methodology. Four levels for the welding process parameters are selected and Taguchi L16 orthogonal array is used to perform 16 experiments as designed by the design of experiments software. Aluminium alloys of AA1100 of thickness 2mm are chosen for this experimental work. The specially designed tool which is made up of high tool steel material is used in this Friction Stir Welding (FSW) process. Tool pins of various shapes are considered in this study. ANOVA analysis is carried out for every response and the S/N ratio for the strength, hardness and welding temperature are determined and the main effects plots for signal to noise ratio are plotted and discussed. The microstructure of the grain size infl uences the tensile strength of the weld joint. It is observed that the tool tilt angle provides very less infl uence in the determination of the tensile strength during FSW of AA1100 aluminium alloy. It is observed that by increasing the tool tilt angle, tool penetration into the specimen will increase and as a result it leads to an increase in the welding temperature.
对铝合金AA1100的搅拌摩擦焊进行了研究。工作中考虑的工艺参数包括:刀具倾斜角度,刀具销几何形状,刀具转速和焊接速度。以抗拉强度、焊接温度和硬度为响应参数,采用田口法和响应面法对焊接工艺参数的选择进行了论证,以最大限度地提高抗拉强度、硬度和最小限度地降低焊接温度。选取4个水平的焊接工艺参数,采用田口L16正交阵列,通过实验软件的设计,进行了16个实验。本实验选用厚度为2mm的AA1100铝合金。搅拌摩擦焊采用特殊设计的高工具钢材料制成的工具。本研究考虑了各种形状的工具销。对每个响应进行方差分析,确定了强度、硬度和焊接温度的信噪比,绘制了信噪比的主要影响图,并进行了讨论。晶粒尺寸的微观组织影响焊接接头的抗拉强度。结果表明,刀具倾角对AA1100铝合金FSW拉伸强度的影响很小。结果表明,随着刀具倾角的增加,刀具对试样的渗透程度会增加,从而导致焊接温度升高。
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引用次数: 1
Experimental Study of Determining Technique for Table Grape Qualities using Visible Wavelength of Imaging and Spectroscopy 可见波长成像光谱法测定鲜食葡萄品质的实验研究
IF 0.4 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-09-30 DOI: 10.12982/cmjs.2022.0085
C. Kanchanomai, K. Nakano, D. Naphrom, K. Takizawa, Yating Xiong, Phonkrit Maniwara, S. Ohashi
Imaging and spectroscopy are non-destructive techniques for determining fruit qualities. The qualities of table grapes (Vitis vinifera) such as soluble solids content (SSC), pH, fi rmness and seedlessness are key parameters. This research was focused on comparison between imaging and spectroscopy in laboratory and fi eld. The results of Partial least squares regression (PLSR) showed that the best coeffi cient of determination (R2) for prediction (R2 pred) on SSC for laboratory was 0.8085, for fi eld was 0.8169, and for imaging was 0.7994. The best R2 pred on fi rmness for laboratory was 0.6925, for fi eld was 0.5737, and for imaging was 0.6216. The best R2 pred on pH for laboratory was 0.6820, for fi eld was 0.7101 and for imaging was 0.6494. Partial least squares discriminant analysis (PLS-DA) was analyzed the successful percentage of seedlessness classifi cation: 89.66%, 93.10% and 81.25% for spectroscopy in laboratory, fi eld and imaging, respectively. The results of SSC and seedlessness in fi eld are almost same effi cient as in laboratory. That means farmer can do spectroscopy on SSC and seedlessness anywhere and non-destructively. By the way, we can use both techniques as effi cient non-destructive techniques for determining these key parameters of table grape qualities.
成像和光谱学是测定水果品质的非破坏性技术。鲜食葡萄(Vitis vinifera)的品质,如可溶性固形物含量(SSC)、pH值、硬度和无籽性是关键参数。本文的研究重点是在实验室和现场对成像和光谱学进行比较。偏最小二乘回归(PLSR)结果表明,实验室SSC预测的最佳确定系数(R2)为0.8085,野外为0.8169,影像学为0.7994。实验室、野外、影像的最佳R2值分别为0.6925、0.5737和0.6216。实验室pH值最佳R2为0.6820,野外pH值最佳R2为0.7101,成像pH值最佳R2为0.6494。偏最小二乘判别分析(PLS-DA)的无籽分类成功率分别为89.66%、93.10%和81.25%。田间无籽增温和无籽增温的效果与实验室基本相同。这意味着农民可以在任何地方无损地对SSC和无籽进行光谱分析。顺便说一下,我们可以使用这两种技术作为有效的非破坏性技术来确定食葡萄品质的这些关键参数。
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引用次数: 0
Risk-Sensitive Portfolio Management by Using C51 Algorithm 基于C51算法的风险敏感投资组合管理
IF 0.4 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-09-30 DOI: 10.12982/cmjs.2022.094
Thammasorn Harnpadungkij, Warasinee Chaisangmongkon, P. Phunchongharn
Financial trading is one of the most popular problems for reinforcement learning in recent years. One of the important challenges is that investment is a multi-objective problem. That is, professional investors do not act solely on expected profi t but also carefully consider the potential risk of a given investment. To handle such a challenge, previous studies have explored various kinds of risk-sensitive rewards, for example, the Sharpe ratio as computed by a fi xed length of previous returns. This work proposes a new approach to deal with the profi t-to-risk tradeoff by applying distributional reinforcement learning to build a risk awareness policy instead of a simple risk-based reward function. Our new policy, termed C51-Sharpe, is to select the action based on the Sharpe ratio computed from the probability mass function of the return. This produces a signifi cantly higher Sharpe ratio and lower maximum drawdown without sacrifi cing profi t compared to the C51algorithm utilizing a purely profi t-based policy. Moreover, it can outperform other benchmarks, such as a Deep Q-Network (DQN) with a Sharpe ratio reward function. Besides the policy, we also studied the effect of using double networks and the choice of exploration strategies with our approach to identify the optimal training confi guration. We fi nd that the epsilon-greedy policy is the most suitable exploration for C51-Sharpe and that the use of double network has no signifi cant impact on performance. Our study provides statistical evidence of the effi ciency in risk-sensitive policy implemented by using distributional reinforcement algorithms along with an optimized training process.
金融交易是近年来强化学习最热门的问题之一。其中一个重要的挑战是,投资是一个多目标问题。也就是说,专业投资者不仅根据预期利润行事,而且还会仔细考虑特定投资的潜在风险。为了应对这样的挑战,以前的研究已经探索了各种风险敏感型回报,例如,由固定长度的先前回报计算的夏普比率。这项工作提出了一种新的方法来处理利润与风险的权衡,通过应用分布式强化学习来构建风险意识策略,而不是简单的基于风险的奖励函数。我们的新策略,称为C51-Sharpe,是根据从收益的概率质量函数计算出的夏普比率来选择行动。与使用纯粹基于利润的策略的c51算法相比,这在不牺牲利润的情况下产生了明显更高的夏普比率和更低的最大下降。此外,它可以优于其他基准测试,例如具有夏普比率奖励函数的深度Q-Network (DQN)。除了策略之外,我们还研究了使用双网络的效果和探索策略的选择,以确定最优的训练配置。我们发现epsilon-greedy策略是最适合C51-Sharpe的探索策略,双网络的使用对性能没有显著影响。我们的研究为使用分布式强化算法和优化的训练过程实现风险敏感策略的效率提供了统计证据。
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引用次数: 0
Parametric Optimization In Drilling Process Parameters For Machining Of Glass Fibre Reinforced Composites Using Grey Relational Grade Analysis 基于灰色关联度分析的玻璃纤维增强复合材料钻孔工艺参数优化
IF 0.4 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-09-30 DOI: 10.12982/cmjs.2022.091
T. Ramanathan, Kannan Sithan, Subbarayan Ramanathan, Prakash Ramasamy
The aim of the research is to optimize the drilling process parameters while drilling of glass fi bre reinforced composites using solid carbide drill by integrating response surface methodology and Taguchi technique. Drilling process parameters includes cutting speed, Feed rate and point angle with three levels. The responses measured against these drilling parameters are; material removal rate, surface roughness, oversize and delamination factor. The ANOVA analysis is carried out for the responses and the regression equations are developed and checked for its adequacy. The R-squared value for material removal rate is found to be 99.40%, for surface roughness is found to be 96.81% , for over size is found to be 98.2% and for delamination factor is found to be 96.46% and these values are acceptable. Also Taguchi grey relational grade analysis is carried and the grey relational coeffi cients are determined and they are ranked. The optimal parameter is fi nally determined using the grey relational analysis and the experiments are validated.
结合响应面法和田口技术,对固体硬质合金钻头在玻璃纤维增强复合材料钻孔过程中的工艺参数进行优化研究。钻孔工艺参数包括切削速度、进给速度和棱角三个层次。根据这些钻井参数测量的响应如下:材料去除率,表面粗糙度,超大尺寸和分层系数。对响应进行了方差分析,并开发了回归方程并检查了其充分性。材料去除率的r平方值为99.40%,表面粗糙度的r平方值为96.81%,尺寸过大的r平方值为98.2%,分层系数的r平方值为96.46%,这些值都是可以接受的。并进行了田口灰色关联度分析,确定了灰色关联度系数并进行了排序。通过灰色关联分析确定了最优参数,并对实验结果进行了验证。
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引用次数: 1
Cement Immobilization of Hazardous and Radioactive Electric Arc Furnace Dust 有害放射性电弧炉粉尘的水泥固定化
IF 0.4 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-09-30 DOI: 10.12982/cmjs.2022.092
S. Issarapanacheewin, K. Yubonmhat, T. Akharawutchayanon, U. Lamdab, W. Silpradit, Wilasinee Kingkam, W. Katekaew, N. Prasertchiewchan
This paper reveals an appropriate ingredient to operating the hazardous and radioactive electric arc furnace dust (EAFD) from the steel production factory using the cement immobilization technique. The cement specimens were prepared by mixing tap water with the binders (i.e., ordinary Portland cement: OPC, and the EAFD) at the different EAFD replacement of 0%, 15%, 25%, 35%, 40%, 45%, and 50% by weight. The water-to-binders ratio was fi xed at 0.40. The compressive strength test on the fabricated samples was performed at two different curing times of 14 and 28 days. It was found that the highest compressive strength of the samples can be obtained when the EAFD loading was 25%. However, the compressive strength criteria for the cement waste form, the use of the ingredient with the higher EAFD loading (35% EAFD with 28-day curing time) for the immobilization is favorable while meets the criteria. The phase composition and microstructure morphology of all samples were analyzed by X-ray diffraction (XRD), X-ray fl uorescence (XRF) and scanning electron microscopy (SEM-EDS).
本文揭示了用水泥固定技术处理炼钢厂有害放射性电弧炉粉尘的适宜成分。在EAFD替代量为0%、15%、25%、35%、40%、45%和50%的情况下,将自来水与粘结剂(即普通硅酸盐水泥:OPC和EAFD)混合制备水泥试件。水胶比固定为0.40。在14天和28天的养护时间下,对制备的试样进行了抗压强度试验。结果表明,当EAFD加载量为25%时,试样的抗压强度最高。然而,对于水泥废料形式的抗压强度标准,使用较高EAFD载荷的成分(35% EAFD, 28天养护时间)进行固定是有利的,并且符合标准。采用x射线衍射(XRD)、x射线荧光(XRF)和扫描电子显微镜(SEM-EDS)分析了样品的相组成和微观结构。
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引用次数: 2
Lactarius pseudoaurantiozonatus (Russulales), A New Species of Lactarius subgenus Lactarius from China 文章标题中国乳牛亚属一新种——伪aurantiozonatus (Russulales
IF 0.4 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-09-30 DOI: 10.12982/cmjs.2022.080
S. Tang, Komsit Wisitrassameewong, Feng-Ming Yu, Lei Ye, Lin Gao, Luo Xia
Lactarius pseudoaurantiozonatus, belonging to Lactarius subg. Lactarius, is proposed as a new species from Anhui Province, China based on detailed morphology and molecular analyses (nrITS) region. Lactarius pseudoaurantiozonatus, is characterized by a pale yellow to orange-yellow, zonate pileus, subglobose to broadly ellipsoid basidiospores which measure 5.5–7.9 × 4.5–6.5 μm, white latex which quickly turns olive-yellow, indistinct odor and burning-acrid taste.
伪金乳牛,隶属于乳牛亚科。基于详细的形态学和分子分析(nrITS)区域,提出了一种来自中国安徽省的新种——乳牛属(Lactarius)。乳酸菌(Lactarius pseudoaurantiozonatus)具有浅黄色至橙黄色的特征,菌毛呈带状,孢子直径为5.5 ~ 7.9 μm × 4.5 ~ 6.5 μm,孢子直径为近球形至宽椭球状,乳汁呈白色,可迅速变成橄榄黄色,气味不清,味辛辣。
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引用次数: 0
Green SBA-15 as a Fenton Catalytic Support for Efficient Degradation of Indigo Carmine 绿色SBA-15 Fenton催化剂高效降解靛蓝胭脂红
IF 0.4 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-09-30 DOI: 10.12982/cmjs.2022.084
Pornpan Namkhang, Paisan Kongkachuichay
Green mesoporous SBA-15 was synthesized by using corn stack ash (CSA), a new renewable silica source, as the main raw material. 80 wt% sodium silicate solution from CSA was mixed with a tetraethyl orthosilicate (TEOS) solution, and fi nally after a hydrothermal process, mesoporous SBA- 15 was obtained. Subsequently, iron metal was incorporated into the prepared SBA-15 and used as an effi cient Fenton catalyst for degradation of indigo carmine (IC) under various conditions. Effects of various parameters of the Fenton process: initial pH, H2O2 concentration, Fe content, and reaction temperature were studied. It was observed that Fe2O3/80CSBA demonstrated good activity not only for a wide range of pH (both of acidic and basic conditions), but also at room temperature. Using the optimum condition, 98% of IC removal can be reached within 10 min. Moreover, the catalyst exhibited long-term stability and strong resistance to leaching of Fe species, while incorporating metal only 0.5 wt% of metal.
以新型可再生硅源玉米堆灰(CSA)为主要原料,合成了绿色介孔SBA-15。将80 wt%的CSA水玻璃溶液与正硅酸四乙酯(TEOS)溶液混合,经水热法制备介孔SBA- 15。随后,将金属铁掺入制备的SBA-15中,作为Fenton催化剂在不同条件下降解靛蓝胭脂红(IC)。考察了初始pH、H2O2浓度、Fe含量、反应温度等参数对Fenton工艺的影响。结果表明,Fe2O3/80CSBA不仅在较宽的pH范围内(酸性和碱性条件下)表现出良好的活性,而且在室温下也表现出良好的活性。在最佳条件下,10 min内IC去除率可达98%。此外,该催化剂具有长期稳定性和较强的抗Fe类浸出能力,而金属的掺入率仅为0.5 wt%。
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引用次数: 0
Poling Effects of Piezoelectric Properties of Modified BCZT Ceramics with High Piezoelectric Performance 高压电性能改性BCZT陶瓷的极化效应
IF 0.4 4区 综合性期刊 Q3 MULTIDISCIPLINARY SCIENCES Pub Date : 2022-09-30 DOI: 10.12982/cmjs.2022.087
Narongdetch Boothrawong, L. Tawee, Suwanan Thammarong, P. Jaita, D. Sweatman, G. Rujijanagul, T. Tunkasiri
Due to the toxic of lead content ceramics, many free piezoelectric ceramics have received much attention. To obtain high piezoelectric properties for such free piezoelectric ceramics, poling conditions are often referred. In the present work, effects of the poling electric field on the many properties of Sm doped BCZT ceramic were investigated. The samples were fabricated using a solid-state reaction technique. The XRD analysis indicated that the sample contained a mixture of phases of rhombohedral, tetragonal, and orthorhombic phases with high purity, dense, and large average grain size. A transformation from the symmetric S-E loop for the unpoled sample to an asymmetry loop for the poled sample was observed, while a slight change in the P-E shape was noted. The poling electric field showed a small effect on ɛr and kp values. However, it had large effects on HS, d33, g33, and FoM values. The low HS (9.2%), but high d33 (562 pC/N), g33 (15.55×10−3 Vm/N) and FoM (20.65 pm2/N) values indicated that this ceramic system has potential for piezoelectric and energy harvesting applications.
由于含铅陶瓷的毒性,许多自由压电陶瓷受到了广泛的关注。为了获得这种自由压电陶瓷的高压电性能,通常需要考虑极化条件。本文研究了极化电场对Sm掺杂BCZT陶瓷诸多性能的影响。样品是用固态反应技术制备的。XRD分析表明,样品中含有菱面体相、四方相和正交相的混合物,纯度高,致密,平均晶粒尺寸大。观察到从非极化样品的对称S-E环到极化样品的不对称环的转变,同时注意到P-E形状的轻微变化。极化电场对系数和kp值的影响较小。但对HS、d33、g33、FoM值影响较大。低HS(9.2%),但高d33 (562 pC/N), g33 (15.55×10−3 Vm/N)和FoM (20.65 pm2/N)值表明该陶瓷系统具有压电和能量收集应用的潜力。
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引用次数: 0
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Chiang Mai Journal of Science
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