国内外低碳物流研究评析

随着全球化的气候问题日益严重和“低碳革命”的兴起,低碳物流已成为现代物流业发展的必然趋势.结合国内外学者对低碳物流的研究文献,从物流过程的碳排放测量、物流环节的低碳控制、物流系统的低碳设计方面系统回顾了国内外学者在低碳物流领域的研究成果,梳理了低碳物流的发展历程,并对现有的研究成果进行了分析,以期为相关学者的后续研究提供思路.     

基于Adam优化深度神经网络快速确定瓦斯抽采半径*

为解决煤矿瓦斯有效抽采半径难以快速准确确定的问题,采用基于Adam算法优化DNN（深度神经网络）方法来预测瓦斯抽采半径。查阅文献共收集已得到验证的970组数据集,每组数据选取煤层瓦斯初始渗透率、钻孔直径、抽采时间、地应力、煤层初始瓦斯压力作为预测模型的5个特征量,有效抽采半径作为目标输出值。接着预测模型进行不断学习和训练,最终训练得到1个最优的瓦斯有效抽采半径预测模型。利用训练好的最优预测模型结合Python语言开发出计算有效抽采半径的软件,并使用该软件在四季春煤矿和鹤煤六矿进行有效抽采半径预测的工程实例研究,验证该软件预测抽采半径的实用性和准确性。研究结果表明:通过使用开发的软件,可快速且较准确地计算出矿井瓦斯有效抽采半径,可为暂不具备现场测试条件的矿井抽采设计提供一定的参考依据。     

掘进面出风口风流与风幕调控下的粉尘分布响应曲面优化研究*

为了解决煤矿掘进面风筒出风口参数不能动态变化,而传统风幕全断面控尘效果不理想引起的粉尘浓度高等问题,通过分析风幕和出风口参数对粉尘分布规律的影响,以此得到合理的出风口风流与风幕综合调控方案,降低粉尘浓度。以陕西神木柠条塔煤矿N1212巷道为研究对象,利用Fluent软件建立出风口风流与风幕综合调控的粉尘场有限元模型,设计出风口风流及风幕综合调控响应曲面实验,得到最佳综合调控方案为:风幕射流出口宽度为0.16 m,风幕射流出口速度为6 m/s,出风口口径为0.9 m,出风口右偏角度为3°。搭建相似模拟实验平台来验证最佳综合调控方案,研究结果表明:调控后回风侧行人呼吸处和司机位置处粉尘平均浓度分别降低89%和81%,有效改善掘进面作业环境。     

湍球塔内气流分布优化的数值计算及试验

通过对湍球塔 (TCA)内三维流场的数值计算 ,找到了较佳的结构参数 ,在此基础上进行的试验表明 ,计算结果与试验结果相吻合。计算程序可为 TCA的设计及保证其长期安全经济运行提供理论依据。     

基于密码技术的计算机安全防护体系

密码技术是实现网络安全的关键技术之一,本文首先介绍密码技术的基本概念,然后着重讨论建立密码防护体系的基本思想和密码防护体系,加密算法,并详细探讨了密钥的管理方法和密码技术的应用。     

A SPATIAL LINEAR PROGRAM FOR OPTIMALLY SCHEDULING FOREST MANAGEMENT TO MEET STORMFLOW OBJECTWES1

ABSTRACT: A spatial linear program that strategically arranges and schedules forest treatments so as to meet peak stormflow objectives is formulated and demonstrated. The approach uses simulated spatial routing of stormflows nested as short‐term time schedules within longer‐term forest planning time periods. A simple case example is used to demonstrate the formulation and explore its spatial sensitivity.     

SIMULATED ANNEALING WITH MEMORY AND DIRECTIONAL SEARCH FOR GROUND WATER REMEDIATION DESIGN1

ABSTRACT: Review of recent literature indicates an emergence in the use of combinatorial methods such as simulated annealing in ground water management during the past nine to ten years. While previous studies demonstrated the feasibility of using these methods, a general finding was that computational processing requirements were inordinately high relative to gradient‐based methods. An enhanced annealing algorithm was developed and used to demonstrate the potential for greatly improving the computational efficiency of simulated annealing as an optimization method for ground water management applications. The algorithm incorporates “directional search” and “memory” capabilities. Selecting search directions based on better understanding of the current neighborhood of the configuration space was shown to improve algorithm performance. Also, “memory” concepts derived from the Tabu Search Method show particular promise for improving the rate and quality of convergence. Performance of the enhanced annealing method was evaluated and the resultant management method was demonstrated using an example from the literature.     

可持续发展与产业结构优化

可持续发展要求产业结构合理化、高度化、形成能够发挥资源禀赋比较优势的产业结构和发展环保产业,但是我国目前存在产业结构不合理、重复建设严重、地区产业结构趋同、产业技术水平低、第三产业发展不足、高新技术产业和环保产业发展滞后等情况,极不利于社会经济的可持续发展。为了真正的实现可持续发展,必须努力调整产业结构,淘汰落后过剩的生产能力,促进产业结构升级,大力发展第三产业、环保产业和高新技术产业。     

我国中小城市生活垃圾优化管理模型

根据我国中小城市生活垃圾基本特点,以区域优化、长期优化和综合处理优化管理为基本准则,以规划系统总处理费用最小为目标,提出我国中小城市生活垃圾处理的优化管理模型程序.模型程序为首先进行基础数据调查与评价,分析系统内生活垃圾状况,之后建立模型方程,通过参数赋值、求解,求出最终优化管理方案,为我国中小城市生活垃圾的运行组织管理和资本运行管理提供科学手段.     

OPTIMIZATION OF INTERMITTENT PUMPING SCHEDULES FOR AQUIFER REMEDIATION USING A GENETIC ALGORITHM1

ABSTRACT: Using a genetic algorithm (GA), optimal intermittent pumping schedules were established to simulate pump‐and‐treat remediation of a contaminated aquifer with known hydraulic limitations and a water miscible contaminant, located within the Duke Forest in Durham, North Carolina. The objectives of the optimization model were to minimize total costs, minimize health risks, and maximize the amount of contaminant removed from the aquifer. Stochastic ground water and contaminant transport models were required to provide estimates of contaminant concentrations at pumping wells. Optimization model simulations defined a tradeoff curve between the pumping cost and the amount of contaminant extracted from the aquifer. For this specific aquifer/miscible contaminant combination, the model simulations indicated that pump‐and‐treat remediation using intermittent pumping schedules for each pumping well produced significant reductions in predicted contaminant concentrations and associated health risks at a reasonable cost, after a remediation time of two years.