基于Q学习算法的城轨列车智能控制策略

牵引能耗是列车能耗的主要组成部分,针对城轨列车节能运行的问题,将列车运行状态离散化,以列车对速度控制作为动作空间,时间和能耗作为奖励函数,提出一种基于Q学习算法的城轨列车智能控制策略.在不使用离线优化速度曲线的情况下,根据列车当前位置和速度实时计算最优控制策略;同时,在传统Q学习基础上,将∈-greedy策略与司机驾驶...     

纤维改善沥青混合料高温性能研究

纤维沥青混合料有着良好的高温性能及广泛的应用前景,值得推广应用。     

国产轻轨车辆的主要技术参数特点

国产轻轨车辆采用铰接式、短轴距转向架及大截面铝合金车体等先进技术,实现了3、4、5辆车灵活编组及单辆车的双向运行。简要介绍车体、转向架、主电路、辅助电源、制动等主要系统和部件的特点及其技术参数。     

Design optimization of a TetraSpar-type floater and tower for the IEA Wind 15 MW reference wind turbine

We present an optimization study for the conceptual design of wind turbine floaters of the TetraSpar type. The optimization variables include all geometric dimensions of the floater, keel, mooring lines and tower design. A gradient based optimization method is applied to a mass proportional objective cost function. The objective function accounts for the different weight components of the floater, including secondary steel, the wind turbine tower, and the mooring system. A frequency domain response method is utilized, so that each design evaluation also takes into account the dynamic response for 12 wind speeds with associated wave conditions. Nineteen constraints are applied for static and dynamic response, natural frequencies, and fatigue at the bottom of the tower. Two reference designs are presented, namely one with a soft–stiff tower and one with a stiff–stiff tower. Due to the anti-phase coupling of the floater pitch and tower vibration, the soft–stiff tower needs a stronger floater stiffness in pitch. This design thus has a larger water plane area moment than the more compact stiff–stiff floater, which is found to be the least economical. A constraint analysis is next presented based on Lagrange multipliers and a relative cost index. We find that the strongest cost influence is exerted by the 3P tower frequency constraint for the stiff-stiff and soft-stiff designs. Finally, a third design variant with a free optimizable tower frequency is introduced. This design is found to be 11% cheaper than the soft–stiff design and highlights the potential cost savings of tower designs within the 3P region.     

Research on the calculation method of penetration resistance of bucket foundation for offshore wind turbines

The cost of foundations for offshore wind turbines constitutes approximately 35% of the total cost of an offshore wind farm. The bucket foundations show significant potential due to their superior transportation and installation efficiencies compared to pile foundations, leading to potential cost savings for the foundation of up to 30%. For a bucket foundation to be installed successfully, the penetration resistance must be predicted. However, there is currently a lack of clarity on how to select a suitable calculation method for penetration resistance based on known geological parameters to guide construction. In order to evaluate the current methods of calculation for bucket foundation penetration resistance, this study combines theoretical calculation methods with two sets of practical measurement data from the field. The calculation methods of penetration resistance for bucket foundation are first reviewed and categorized. The applicability range of each method and the parameters needed for calculation are given. Next, according to the measured data in the process of penetration of bucket foundation on site, the evolution of compartment pressure, tilt angle, resistance and required suction in the process of penetration are analyzed. Finally, the reviewed methods are compared to the results of two practical projects in order to analyze the differences between them and make recommendations for the calculation technique. The findings can be used as a guide for calculating the bucket foundation's penetration resistance in complex geological conditions.     

Influence of seabed sand wave on hydrodynamic performance of submersible北大核心CSCD

[目的]研究潜器在海底沙波地形干扰下的水动力特性。[方法]基于计算流体力学(CFD)方法,使用STAR-CCM+软件并结合重叠网格方法对潜器经过海底沙波的过程进行模拟,计算潜器阻力系数和升力系数在此过程中的变化。[结果]结果表明,当潜器近海底航行时,沙波地形会对潜器产生一定的干扰,当艏部运动至波峰附近时,负升力出现最大值,当艉部运动至波峰附近时,阻力出现最大值;在不同航速下,潜器表面压力分布规律的不同会导致升力系数的变化规律不同;随着近海底距离的减小,海底沙波对潜器阻力和升力变化影响显著,当H/D>5时,海底沙波对潜器阻力和升力的影响可以忽略。[结论]所做研究可为潜器的安全及操纵性能提供一定的参考。     

基于自适应可变权重的铁路继电器机电参数融合方法研究

铁路继电器性能优劣直接影响铁路系统的正常运行.为分析铁路继电器长期动作造成的性能退化,研究一种融合继电器机械参数和电参数的方法来综合反映继电器性能状态.利用熵权法分析继电器性能参数所含退化信息量,客观确定参数基础权重.根据性能参数退化特征,引入考虑关键参数优化差异的劣化参数凸显因子和异常趋势惩罚因子,对基础权重进行优化...     

含地面再生制动能量利用装置的供电设计和节能指标评估

逆变回馈装置和储能装置等地面再生制动能量利用装置(GRUD)在城市轨道交通牵引供电系统中的应用逐渐普遍.针对GRUD的供电系统设计问题,首先建立不同GRUD的供电计算模型,并以此为基础,建立GRUD的优化设计与运营模型,设计阶段目标函数为GRUD寿命期限内的系统综合成本,运营阶段目标函数为系统牵引能耗.针对含GRUD供电系统的节能效果评估问题,提出从牵引能耗和主变电所能耗两个角度计量的节能效果评估指标,并提出基于节能效果评估的在线监测与控制系统.最后,对含GRUD的供电系统设计提出应转变的思路,为系统设计提供一定参考.     

中国新能源汽车的发展现状及未来展望

随着全球能源和生态环境面临严峻挑战,节能和新能源汽车是解决中国能源和环境问题的关键措施,那么新能源汽车的推广也就会越来越广泛.对于不同技术的前景,产业界和学术界尚未达成共识.本文首先介绍了新能源汽车的概念和发展历史,讲述了我国纯电动汽车、插电式混合动力汽车和燃料电池汽车的发展现状,并进一步分析了目前新能源汽车产业的发展...     

边界条件对柴油机瞬态过程能量流及?流的影响规律研究

在一台高压共轨增压中冷柴油机上,分析了负荷加载时间、冷却系统温度等边界条件对典型恒转速增转矩瞬变过程能量流及?流的影响规律。结果表明,柴油机负荷加载过程热效率和?效率总体呈现先上升后下降的趋势,且加载时间越短,进气迟滞引起的能量劣变会导致更低的能量利用率;改变中冷器冷却特性,提高加载过程进气温度将导致缸内扩散燃烧份额增加、传热时间更长,而冷却液温度降低则不利于改善瞬态工况缸内等效绝热特征,导致传热和排气过程能量损失及其中的可用能份额增大;调制负荷加载时间和冷却系统温度有助于改善柴油机加载过程进气响应特性、缸内热氛围状态和绝热特征,提升柴油机瞬态工况能量利用水平。