A multi-path routing-inventory problem for a closed-loop supply chain considering the heterogeneous fleet of vehicles

In this paper, the inventory-routing problem is studied for a closed-loop supply chain. This closed-loop supply chain considers suppliers, manufacturers, whole-sellers, and disposal centers. To formulate this problem, a mixed integer linear programming model is proposed. This mathematical model minimizes the total costs of the supply chain, including the fixed and variable costs of vehicles, and holding inventory costs of final products and scraps. The proposed model considers the road roughness degree, multi-path setting and the heterogeneous fleet of vehicles, which increases its flexibility and the quality of solutions. Then, two symmetry-breaking constraints are proposed to reduce the complexity of the mathematical model. In order to evaluate the integrity of the proposed model, 20 instances of different sizes are randomly generated and solved. Finally, a comprehensive sensitivity analysis is conducted with respect to five key features of the problem, such as the impact of the symmetry-breaking constraints on the CPU time, multi-path setting, fixed cost of vehicles, heterogeneous fleet of vehicles, and lost sales. The results indicate that the consideration of multi-path setting and the heterogeneous fleet of vehicles improves the quality of solutions significantly.     

广东省船舶排放源清单及时空分布特征研究

分别采用基于船舶引擎功率和耗油量的排放因子法,估算了广东省地区2010年的船舶排放清单,并选取客货运输吞吐量、航道通航能力因子和港口地理坐标等数据作为权重因子,研究了该地区各类船舶排放的时空分布特征.结果表明,广东省各类船舶在2010年的SO2、NO x、CO、PM10、PM2.5和VOCs排放总量分别为14.6×104t、23.1×104t、3.0×104t、7.9×103t、7.2×103t和9.3×103t.广东省客货运输船舶月排放波动较小;渔业船舶在1月、4月和11月份的排放比例最高.广东省客货运输船舶水域排放集中在西江干线水道和珠江三角洲高等级航道网内,港口排放主要分布在广东省珠江三角洲沿海发达城市地区;渔船港口排放量呈显著的沿海条带状空间分布特征.     

武汉市秸秆燃烧VOCs排放估算及管理对策

秸秆燃烧是我国人为源挥发性有机物(volatile organic compounds,VOCs)排放的重要来源之一,其排放对气候变化和人体健康都有很大影响.对该来源VOCs排放量的可靠估算是在区域或城市范围内进行排放效应分析和污染控制的重要前提.根据2005~2011年武汉市农作物的总产量,采用排放因子分析法估算了武汉市及主要6个农作物产区的秸秆燃烧VOCs的排放量,并分别计算其耕地排放强度(I c)和区域排放强度(I r).结果表明,武汉市2005~2011年年均秸秆燃烧VOCs排放量约为(3 163±139)t,I c和I r分别为(1.52±0.06)t·km-2和(0.37±0.02)t·km-2.粮食类和油料类农作物秸秆燃烧是主要的排放源,需优先控制7大类21种VOCs物质.武汉市分区VOCs排放量从大到小排序依次为黄陂区、新洲区、江夏区、蔡甸区、汉南区、东西湖区,前4个区的排放总量占到武汉市的近九成.江夏区、汉南区、黄陂区和新洲区应作为秸秆燃烧VOCs排放的优先控制区,尤其是能作为全国代表性的江夏区,应引起高度重视.在进行区域或城市范围的秸秆燃烧产生污染物质的生态风险评价时,该污染物的I c和I r都是需要考虑的重要基础数据.最后,提出大力发展农村秸秆资源综合循环经济利用是解决区域或城市范围内秸秆燃烧产生环境问题的可行之径.     

利用IVE模型建立成都市轻型汽油客车排放清单

城市机动车污染物排放清单的建立是控制机动车污染的关键.本研究以2012年为基准年,通过对成都市轻型汽油客车技术水平分布、活动水平和保有量等数据的调查,将IVE模型本地化,计算了成都市2012年轻型汽油客车VOCs、PM、NOx、CO的排放清单,并分析了清单的不确定性.结果表明:成都市2012年轻型汽油客车排放的VOCs、PM、NOx和CO分别为2.23×104t、1.6×102t、1.26×104t和2.03×105t;轻型汽油客车中黄标车VOCs、PM、NOx、CO的排放量分别占排放总量的27.5%、18.1%、37.2%和42.5%,表明黄标车是轻型汽油客车污染物排放的主要来源;排放清单的不确定性主要来自于排放因子,VOCs、PM、NOx和CO清单的不确定性分别为-31.67%~32.35%、-54.75%~55.09%、-6.56%~6.76%和-12.22%~12.51%.     

常州市裸露地面风蚀扬尘排放清单及分布特征研究

以2014年为基准年,以常州市行政边界为研究区域,利用卫星遥感解译的土地利用类型和裸土面积信息,并通过国土、气象等部门提供的土壤类型、气象因子等相关资料获取本地化因子和参数,估算常州市行政区域内裸露地面土壤扬尘中颗粒物的年排放量。结果表明:常州市裸露地面主要分布在金坛市、溧阳市和武进区,市中心区域最少,裸露土地利用类型主要为农田、滩涂、裸露山体、荒地及未硬化或未绿化的空地等;2014年常州市行政区域内裸露地面风蚀扬尘中TSP、PM 10、PM 2.5的年排放量分别为62.66 t、5.63 t、0.24 t,其中,金坛市土壤起尘量最大,其次为武进区,再次为新北区、溧阳市,市中心区域土壤扬尘最少。     

Two-echelon closed-loop supply chain deterministic inventory models in a batch production environment

This paper considers a two-echelon closed-loop supply chain consisting of a manufacturer and a remanufacturer at the upper echelon and a retailer at the lower echelon. The retailer faces a constant demand from customers, which is satisfied through recovered and new products received from the remanufacturer and the manufacturer, respectively. The manufacturer produces the product with finite rate, whereas the recovery of returned product is instantaneous at the remanufacturer. We develop three models to determine the optimal production-inventory policy of the players for minimizing the joint total cost of the system. In the first model, the retailer receives the product in batches from the manufacturer and the remanufacture simultaneously, whereas in the second and third models, the batches are received alternatively. In the third model, however, the procurement of raw material at the manufacturer is also considered. Numerical illustration is presented to examine the impact of certain key parameters.     

臭氧前体物排放清单相关模型及应用

欧美等国家对于O_3污染的研究开展较早,已建立较成熟的O_3污染生成、扩散及空气质量等模型。文章主要介绍评述了美国环保局推荐使用的计算O_3前体物的相关模型(MOVES、NONROAD、SMOKE、EMFAC和EDMS),从基本原理和功能、污染源类型、研究尺度、所需参数等方面对比分析各模型的特点和适用范围,并综述其国内外研究应用情况;讨论了中国在这些模型的使用方面应该注意的问题,如加强开展模型计算结果验证和基础实验获得本土化的模型参数,以及中国开发的相关模型的优势和适用性等。     

沈阳市固定燃烧源挥发性有机化合物2007年排放清单研究

挥发性有机化合物(VOCs)与.OH的反应是对流层臭氧形成的重要化学过程,是导致城市光化学烟雾的根本原因。为建立沈阳市固定燃烧源VOCs排放清单,选取了电力热力行业、钢铁行业和秸秆燃烧3个主要排放源进行研究。结果表明:(1)2007年,沈阳市固定燃烧源VOCs排放总量为8 544.539 t,其中排放量最大的是秸秆燃烧,为6 317.115 t;其次是电力热力行业,为2 225.780 t;最小的是钢铁行业,为1.644 t。(2)沈阳市各区县固定燃烧源VOCs排放量由大到小排序依次为新民市、法库县、东陵区、康平县、辽中县、于洪区、苏家屯区、大东区、沈北新区、铁西区、沈河区、皇姑区、和平区;VOCs排放强度由大到小排序依次为大东区、沈河区、铁西区、东陵区、皇姑区、和平区、于洪区、苏家屯区、法库县、康平县、辽中县、沈北新区、新民市。     

青岛市港口船舶大气污染排放清单的建立及应用

2002~2006年青岛市环保局与瑞典国际开发合作署合作开发了青岛市空气环境质量管理系统,建立青岛市海上交通源大气污染排放清单是其中的一项子专题,范围涉及青岛沿岸分布的港口,重点考虑船舶停泊港口及航线过程的大气污染物排放,划分了20条航线。建立的青岛市海上交通源大气污染排放清单在开发的基于GIS地理信息系统EnviMan复合源大气扩散模型中得到较好应用,实现了对沿海主要大气污染物排放量的空间模拟测算,解析出大气污染排放清单建立年度青岛市港口、航运排放的大气污染物对市区环境空气中的SO₂、NO_X浓度贡献分别约占8.0%、12.9%。     

Optimizing model for land use/land cover retrieval from remote sensing imagery based on variable precision rough sets

The suitable spectral mode in remote sensing is often desirable to facilitate the inversion of ecological environment and landscape. This paper put forward an optimizing model based on variable precision rough sets (VPRS) for the land cover discrimination in wetland inventory. In the case study of Lake Baiyangdian which has important ecological functions to the northern China, this model is established successfully according to the domain-experts knowledge. The procedure is as follows. First step is data collection, including remote-sensing data (e.g., Landsat-5 TM bands), the digitized relief maps, and statistical yearbooks. Second, the remote sensing imagery (RSI) and relief maps are co-registered into the same resolution. Third, a condition set, including various attributes is derived from spectral bands, band math or ratio indices based on previous studies, at the same time, the decision set is derived from true land types after investigation and validation. Then, the remote sensing decision table (RSDT) is constructed by linking condition set with decision set according to the sequential pixels in RSI. Fourth, we create one forward greedy searching algorithm based on VPRS to handle this RSDT. After adjusting parameters such as β and knowledge granularity diameter (KGD), we obtain the stable optimized results. Comparative experiments and evaluation show that the discrimination or retrieval accuracy of VPRS model is satisfying (overall accuracy: 87.32% and KHAT: 0.84) and better than original data. Moreover, data dimension has been decreased dramatically (from 12 to 3) and key attributes found by the model may be useful for specific retrieval in wetland inventories.