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1.
余鹏  马珩 《运筹与管理》2021,30(3):177-182
借助“制造业高级化”产业升级理论, 从结构优度、价值链高度、环境保护程度三个维度构建制造业产业升级评价指标体系。根据TOPSIS思想, 以被评价对象数列和理想方案指标数列两相邻点间围成图形的面积来表征关联系数, 同时采用标准差修正G1组合赋权原理对指标赋权并进一步计算灰关联相对贴近度; 通过引入时间变量并赋予时间序列权重以实现对长三角制造业产业升级动态评价。研究结果显示:2010至2016年间, 上海市排名最高, 江苏省略高于浙江省, 安徽省最低; 安徽省是长三角制造业产业升级的短板。基于上述结论, 给出长三角制造业产业升级的政策建议。  相似文献   
2.
发动机润滑油是保障汽车发动机持久且稳定运转的基石,准确评定发动机润滑油各项性能指标是其在生产到使用全过程必不可少的步骤。发动机润滑油在一段时间的使用后会因为多种原因引起油品变质,发动机润滑油变质的指标可以用其中非磁性颗粒物浓度、金属屑含量、pH值、粘稠度、含水率等表述。关于发动机润滑油含水量的检测,传统的检测方法存在操作复杂,及时性差等缺点。太赫兹对水吸收强烈,适合用于对样品中微水含量的分析。通过透射式太赫兹时域光谱系统获得1.0~3.5 THz下的六种不同水含量的发动机润滑油的吸收系数谱线,对谱线进行Savitzky-Golay(SG)平滑去噪,剔除奇异样本后,采用Kennard-Stone算法划分样品集,尝试常规区间偏最小二乘法(iPLS)、向后区间偏最小二乘法(BiPLS)和联合区间偏最小二乘法(SiPLS)对其太赫兹时域光谱特征谱区间进行筛选,着重研究区间间隔数、PLS组件数、最佳主因子数和区间选择等因素对PLS模型属性的影响,并且对不同含水量的润滑油建模分析,对不同模型比较选优,建立最优定量分析模型。建模结果表示特征谱区筛选可以提高建模性能、降低模型复杂性,特征谱区筛选算法通过剔除发动机润滑油太赫兹吸收系数谱线中非线性或者无关变量的方式,使建模结果更好的表达吸收系数谱线与其含水量的关系。结果表明:采用BiPLS模型用于发电机润滑油中微量水含量的定量分析时建模效果最佳,模型区间数为26,入选区间为[18 10 4 3 8 12 5 11 24 13 16 21 2],主因子数为10,最优模型的交互验证均方根误差RMSECV为0.003 5,预测均方根误差RMSEP为0.004 6,校正集相关系数r为0.919 3,预测集相关系数r为0.865 7。由此可见,可以采用反向区间偏最小二乘法(BiPLS)用于发动机润滑油水含量的测定,且实验过程简单,建模计算速度快,效果理想,可以适用于非接触式油品含水量的定量分析。  相似文献   
3.
Epoxy resins made from vegetable oils are an alternative to synthesize epoxy resins from renewable sources. Tung oil is rich in α -eleostearic fatty acid, which contains three double bonds producing epoxy resins with up to three epoxy groups per fatty acid. This work studied the production of tung oil epoxy resin using hydrogen peroxide as an oxidizing agent and acetic and formic acid as percarboxylic acid precursors, applying low frequency high power ultrasound. This study evaluated the effects of ultrasound power density, hydrogen peroxide concentration, acetic acid concentration, and formic acid concentration on the yield into epoxy resin, selectivity, and by-products formation. Application of ultrasound was carried out using a 19 kHz probe ultrasound (horn ultrasound) with a 1.3 cm diameter titanium probe, 500 W nominal power, 2940 W L−1 maximum effective power density applied to the reaction mixture. Ultrasound technology yielded up to 85% of epoxy resin in 3 h of reaction. The use of formic acid resulted in a slightly lower oil conversion than acetic acid but with a much higher selectivity towards epoxidized tung oil. However, using acetic acid resulted in the production of high-value by-products, such as 2-heptenal and 2,4-nonadienal. The ultrasound-assisted epoxidation showed to be particularly efficient when applied to oils containing conjugated double-bonds.  相似文献   
4.
对船舶柴油机而言,润滑油常受到冷却液的污染,引起润滑油劣化变质,从而导致其功能失效。冷却液的主要成分是水、乙二醇及少量的防腐蚀、抗穴蚀、消泡沫等添加剂。将拉曼光谱用于检测润滑油被冷却液污染的浓度,是一种针对复杂混合物的拉曼光谱检测问题,单个拉曼峰强度的定量分析方法无法满足浓度的定量检测。为此,将拉曼光谱分析和LSTM神经网络数据挖掘方法应用于检测润滑油冷却液污染的浓度。在实验室条件下,配制了冷却液污染浓度为2%,1.5%,1%,0.5%,0.25%和0%的柴油机润滑油油样,对每个油样取样50次,并进行拉曼光谱分析,共获得300个拉曼光谱数据,随机抽取其中80%的数据作为神经网络训练样本,剩余20%的数据作为测试样本,拉曼光谱样本数据的光谱范围为300~2 000 cm-1;对数据进行预处理,包括采样、拟合、离散点平均梯度估计等;构建训练样本集,将LSTM神经网络和多层全连接层(FC)结合,建立4种不同的神经网络模型结构;得到其在训练集和测试集上的平均误差曲线、测试集上的检测准确率曲线。分析结果表明,FCs,LSTM-FCs-1,LSTM-FCs-2和LSTM-FCs-3等4种神经网络模型,检测准确率分别为96.7%,93.3%,98.3%和83.3%。选取任意1%的波数点,加入幅值随机正负变化1%的噪声之后,4种神经网络模型的检测准确率分别为88.3%,90.0%,96.7%和78.3%。可见,相比于其他3种神经网络结构模型,LSTM-FCs-2模型更适用于进行润滑油冷却液污染的定量估计,加噪后最高准确率仍可以达到96.7%,鲁棒性优于其他三种模型。拉曼光谱结合LSTM网络中的LSTM-FCs-2模型,应用于冷却液污染浓度分别为0.2%和0.4%的实际油样检测,相对误差分别为5.0%和7.5%,结果表明该方法可用于在用润滑油冷却液污染浓度的检测。  相似文献   
5.
The chemical composition and potential bioactivities of essential oil from Quercus mongolica bark (EOQMB) were researched for value-added utilization processing by-product. The results of gas chromatography-mass spectrometry (GC–MS) analysis showed that 30 components accounting for 98.42% were identified in EOQMB, with pentadecanoic acid the most abundant compound accounting for 34.90%, which was further confirmed by the Fourier transform infrared observation. EOQMB exerts antioxidant activities, and the IC50 values for scavenging DPPH radical, ABTS radical, and hydroxyl radical were 8.48, 0.77, and 3.54 mg/mL, respectively. The effects of EOQMB on prolonging activated partial thromboplastin time and thrombin time and on decreasing fibrinogen are similar to those of heparin, and the promising anticoagulant activities of EOQMB could be largely contributed by pentadecanoic acid. Herein, the present study uncovered that the waste Q. mongolica bark can serve as a new potential material in pharmaceutical products.  相似文献   
6.
针对溢油应急响应中海上油膜所具有的动态特性,综合考虑需求点的时变物资需求、运输网络的不确定性以及物资调度决策与外部决策环境之间的相互作用关系之后,构建了效率目标与成本目标相结合的多目标海上溢油应急物资调度优化模型。根据模型的特点,提出了一种基于鲸鱼算法的求解方法。该算法利用非线性收敛因子克服了算法后期易陷入局部最优的不足,同时还引入小生境共享机制以确保解的多样性。最后,通过仿真案例对模型与算法的有效性与可行性进行了验证。结果表明,该方法可以为决策者提供高质量的决策支持。  相似文献   
7.
The synthesis of nontoxic plasticizers derived from the waste residues of the rosin-processing industry can reduce pollution and promote the high-value utilization of the waste residues of rosin. In this study, four kinds of sustainable branched plasticizers derived from a biomass resource, eugenol (derived from the waste residues of the rosin processing industry), were synthesized via one-pot solvent free polymerization and used to plasticize polyvinyl chloride (PVC). Internally plasticized PVC was fabricated using thiolated DPE (branched plasticizers based on eugenol). The thermal stability, tensile properties, microstructure, volatility behavior, and solvent extraction resistance of plasticized PVC were investigated. Compared with the behavior of the commercial plasticizer dioctyl phthalate, the thermal stability, plasticizing efficiency, and migration resistance of the branched plasticizers are superior. The acute oral toxicity dose of each branched plasticizer was extremely high at 5000 mg/kg of body weight, with no deaths among test animals. Compared with externally plasticized PVC, the internally plasticized PVC showed zero weight loss in volatility and leaching tests despite its less effective plasticization. All the branched plasticizers have potential application in plastic products.  相似文献   
8.
Two dimensional incompressible steady viscous nano-fluid flow with the impacts of heat generation and porous medium is examined numerically. For this objective Ti6Al4v are taken as nano-particles dispersed in different base fluids such as methanol, engine oil and water. Basically in this study we will compare three different nano-fluids to assess their flow behaviour and thermal performance. The flow model is developed under certain assumptions. The two dimensional non-linear PDEs are converted into non-linear ODEs with suitable transformation. The numerical procedure is adopted to find the results by using Bvp4c technique in MATLAB. Moreover, graphs are generated for various parameters against the temperature and velocity profiles. The fluid behaviour for different parameter is examined on velocity and temperature profile. It is depicted that for high values of volume fraction and curvature parameter nano-particles leads to high velocity and temperature profile. Moreover, velocity profile decreases for permeability parameter, while temperature profile enhances for heat generation parameter. The influence of Nusselt number and skin friction also assessed. The model of entropy generation is also presented.  相似文献   
9.
针对传统暂堵酸化用暂堵剂颗粒耐酸性差、降解性差和除堵工艺复杂等问题,本研究通过水溶液自由基聚合法制备了一种新型的自降解暂堵剂CQZDJ。考察了单体加量、交联剂加量、引发剂加量对CQZDJ凝胶强度和降解性的影响;通过FT-IR、TGA、SEM对其结构进行表征;并对其降解机理进行了探讨;最后在长8区块的环平81-8实验井进行了现场实践。结果表明:CQZDJ凝胶强度及降解时间与单体加量、交联剂加量、引发剂加量成正比关系,且降解时间可控;降解性实验表明CQZDJ在(1%~10%)HCl溶液、水、(2%~10%)NaCl溶液中均可在4 d内完全降解,具备良好的降解性能,对地层伤害小;SEM照片显示CQZDJ的降解过程是从初始三维网状结构逐渐崩解为层状结构,最终降解为无规则线性小分子链的过程;暂堵后现场流压上升6.3 MPa,日产油由3.87 t/d增产至5.22 t/d,实现了储层的有效改造,增产效果显著。   相似文献   
10.
The red flour beetle, Tribolium castaneum, and the mold Aspergillus flavus are well known threats of stored grain commodities, causing nutritional loss and poisoning of stored products, respectively. T. castaneum has developed resistance against most insecticides, leading to the use of extensive amounts of synthetic insecticides to protect stored grains. Synthetic pesticides not only toxify the environment but also cause serious health issues in humans using pesticide treated grains. This study aimed to identify plant-based natural pesticides to control T. castaneum and A. flavus. Essential oils were extracted from fresh aerial parts of Chenopodium ambrosioides, Conyza sumatrensis, Erigeron canadensis, and Tagetes minuta through steam distillation and investigated for insecticidal and anti-fungal activities against adult T. castaneum and A. flavus, respectively. GC–MS analysis of C. sumatrensis revealed the presence of 37.7% cis-lachnophyllum ester, 13.4% germacrene D, and 21.6% limonene, whereas in E. canadensis the major compounds were limonene, germacrene D, and cis-lachnophyllum ester (43.4%, 12.9% and 5.9%, respectively). In bioassays with treated grain, C. sumatrensis and E. canadensis essential oils exhibited excellent toxicity against adult T. castaneum with LD50 of 3.7 and 5.6 mg per 10 g grains whereas in a fumigation bioassay they showed LD50 of 6.6 and 10.6 mg/L, respectively. The essential oils extracted from C. ambrosioides and E. canadensis exhibited good anti-fungal activity against A. flavus. Our findings suggest that essential oils of C. sumatrensis and E. canadensis can play an important role in protecting stored grains from T. castaneum and A. flavus contamination.  相似文献   
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