改进BP网络在航材需求预测中的应用

针对航材备件需求预测问题,在对影响航材备件需求量的多个因素进行分析研究的基础上,运用改进BP神经网络算法进行预测的仿真实验。实验结果表明,改进BP神经网络能够对积累的历史数据进行充分的应用,并且有较高的预测准确性。     

压风机恒压供风系统设计

针对某矿压风机往井下输送高压空气时存在输气总管压力波动大且调节困难的问题,设计了一种基于变频调速和闭环负反馈控制的压风机恒压供风系统。该系统通过输气总管上的压力传感器采集实时压力信号,与输入压力信号比较后得到偏差信号,PLC对偏差信号进行分析和处理,并输出相应的变频器调节信号,使变频器改变压风机电动机的电源频率,从而达到调节输气总管压力的目的。实际应用表明,该系统运行稳定、可靠,实现了输气总管高压空气的恒压输送。     

Speed-of-sound measurements in liquid and gaseous air

The speed of sound in air has been measured along isotherms for a standard air mixture (0.7811 N₂+0.2097 O₂+0.0092 Ar) in the gas and liquid phases at pressures to 14 MPa. A cylindrical resonator was used in the vapor and supercritical gas phases, and a time-of-flight system was used for measurements of the liquid phase. Data were obtained for the liquid phase at 90, 100, 110, 120, and 130 K. Data were taken at 110, 120, 130, 135, 140, 150, 200, and 300 K in the vapor and supercritical gas phases. These experimental results were compared to a predictive computer model, namely, AIRPROPS.     

Environmental and climate justice and technological carbon removal

Environmental justice (EJ) and climate justice are becoming central foci of climate policy. Awareness is also growing on the need for some amount of carbon dioxide removal (CDR) to curb warming to 1.5 °C. In this paper we map dimensions of environmental and climate justice that stakeholders and communities will need to consider -- from local to global scales. Mapping issues is a step towards developing frameworks to undertake CDR in an environmentally just way.     

PAN/FPU Composite Nanofiber Membrane with Superhydrophobic and Superoleophobic Surface as a Filter Element for High-Efficiency Protective Masks

Recently, because of the outbreak of COVID-19, the demand for various types of filter elements in protective materials has increased globally. Furthermore, new requirements for the filtration performance of PM2.5 liquid (oil) particles have been put forward. In this work, Superhydrophobic and superoleophobic composite nanofibers with excellent filtration capacity for oil and salt particles are developed through the modification of polyacrylonitrile (PAN) by fluoro-polyurethane (FPU) doping. The results show that the PAN/FPU composite nanofibers doped with 9 wt% FPU has a uniform fiber morphology with a diameter of 240 ± 30 nm. Compared to the pure PAN nanofibers, the water-based contact angle of PAN/FPU increases from 90 ± 5° to 151 ± 5°, and the oil-based contact angle increases from 58 ± 2° to 152 ± 3°. Importantly, at a high flow rate of 95 L min⁻¹, the filtration efficiency of the PAN/FPU nanofiber membrane for 0.3 µm oil particles increases from 92 ± 1% to 99.2 ± 0.1%. After cyclic loading, the filtration efficiency of 0.3 µm oil particles remains above 98%. Meanwhile, the filtration efficiency for 0.3 µm salt particles remains at 98.23 ± 0.1%. The PAN/FPU nanofiber membrane developed in this work is effective in applications and has good market prospects as a protective filtration material.     

原材料对水泥砂浆性能的影响研究

水泥和砂的质量、引气剂的种类均会对水泥砂浆性能产生影响,其中水泥中高吸附性材料对制备的砂浆工作性能影响较大,需严格加以控制。不同引气剂的起泡、稳泡能力和气泡尺寸不同,对砂浆的稠度、分层度和强度会造成不同影响,采用摇泡试验可快速甑选出合适的引气剂。另外,砂的细度模数,甚至洁净程度（泥灰含量）和堆积密度也会对砂浆性能产生较大影响,在控制水泥的砂浆性能时,应验证并确保重新配制试验用砂的稳定性。     

浅议降低脉冲袋式除尘器运行费用的几点措施

脉冲袋式除尘器,因其具有良好的清灰效果,并可在较高的过滤风速下稳定运行,因而在袋式除尘器中,占有极其重要的地位。本文介绍了如何降低脉冲袋式除尘器的运行费用,并提出了相应的措施及其在设计中应注意的问题。     

空压机叶片腐蚀分析

空压机第三级叶轮的叶片严重腐蚀，经光谱、能谱及X射线分析，结果表明光叶腐蚀是因进入空压机的空气中含有大量SO2有害气体和第二级中间冷却器放水器排水不正常，使第三级叶片处于含硫的酸性气氛中而引起的。     

热管空冷器在淬火介质控温过程中的应用

针对连续淬火介质在工作中存在的冷却问题，提出由空气冷却代替水冷系统，研制出的热管空冷器可以精确控制连续淬火介质温度，保证热处理工件的金相组织和力学性能，在实际应用中取得较大成效。     

用于气体保护焊的自动混气设备

介绍了一种用于焊接现场的气体保护焊的自动混气设备，该设备能精确控制气体混合比例。设备主要由气体传输、气体混合、信号检测和电气控制几大部分组成。计算机适时采集、显示混合气体的混合比例、输出压力、气体湿度等信息，超限发出声光报警。混气设备通过气体分析仪、比例阀和计算机形成闭环控制，从而实现气体混合比例的精确控制。