期刊文献+
共找到1,255篇文章
< 1 2 63 >
每页显示 20 50 100
Integration optimization of novel electric power steering system based on quality engineering theory 被引量:4
1
作者 赵万忠 赵婷 +3 位作者 李怿骏 王春燕 张宗强 段婷婷 《Journal of Central South University》 SCIE EI CAS 2013年第6期1519-1526,共8页
The dynamic model of a novel electric power steering (EPS) system integrated with active front steering function (the novel EPS system) is built. The concepts and quantitative expressions of the steering road feel... The dynamic model of a novel electric power steering (EPS) system integrated with active front steering function (the novel EPS system) is built. The concepts and quantitative expressions of the steering road feel, steering sensibility, and steering operation stability are introduced. Based on quality engineering theory, the optimization algorithm is proposed by integrating the Monte Carlo descriptive sampling, elitist non-dominated sorting genetic algorithm (NSGA-II) and 6-sigma design method. With the steering road feel and the steering portability as optimization targets, the system parameters are optimized by the proposed optimization algorithm. The simulation results show that the system optimized based on quality engineering theory can improve the steering road feel, guarantee steering stability and steering portability and thus provide a theoretical basis for the design and optimization of the novel electric power steering system. 展开更多
关键词 vehicle engineering electric power steering active front steering road feel genetic algorithm
在线阅读 下载PDF
Progress of Journal 'Advanced Technology of Electrical Engineering and Energy' 被引量:5
2
作者 QIN Jie LIN Liang-zhen QI Zhi-ping MA Yu-huan SHEN Guo-liao JING Bo-hong 《电工电能新技术》 CSCD 北大核心 2009年第2期78-80,共3页
The paper has introduced the Journal 'Advanced Technology of Electrical Engineering and Energy',presented its main journal evaluation indexes. The result indicates that the journal has made great progress in r... The paper has introduced the Journal 'Advanced Technology of Electrical Engineering and Energy',presented its main journal evaluation indexes. The result indicates that the journal has made great progress in recent years. It gives much info. about the journal to authors. 展开更多
关键词 《电工电能新技术》 期刊 编辑工作 发行工作
在线阅读 下载PDF
Progress and Statistical Analysis of Journals on Electrical Engineering in China 被引量:1
3
作者 QIN Jie LIN Liang-zhen QI Zhi-ping MA Yu-huan SHEN Guo-liao JING Bo-hong 《电工电能新技术》 CSCD 北大核心 2009年第3期77-80,共4页
The paper has introduced the journals on electrical engineering in China in detail, presented its publication year, the distributions for all elec. eng. journals and its core journals, the position and level of the jo... The paper has introduced the journals on electrical engineering in China in detail, presented its publication year, the distributions for all elec. eng. journals and its core journals, the position and level of the journals, its main journal evaluation indexes, its core journal proportion and inclusion info. by famous international database. The paper offers much information about the journals on electrical engineering in China to readers, and also points out present problems and gives suggestion. 展开更多
关键词 《电工电能新技术》 期刊 编辑工作 发行工作
在线阅读 下载PDF
Statistics and Analysis on Papers Published on Journal ‘Advanced Technology of Electrical Engineering and Energy’ 被引量:1
4
作者 QIN Jie LIN Liang-zhen QI Zhi-ping MA Yu-huan SHEN Guo-liao JING Bo-hong 《电工电能新技术》 CSCD 北大核心 2009年第4期76-80,共5页
The paper presented the statistics and analysis on papers published on the journal 'Advanced Technology of Electrical Engineering and Energy' from 1996 to 2008: the paper acceptance rate,the paper category,the... The paper presented the statistics and analysis on papers published on the journal 'Advanced Technology of Electrical Engineering and Energy' from 1996 to 2008: the paper acceptance rate,the paper category,the first author's affiliations,the top 7 first authors,the top 10 coauthors and also the journal evaluation indexes of the journal.It offers details of the journal to anyone interested,especially to our editorial board and our broad readers. 展开更多
关键词 《电工电能新技术》 期刊 读者 编辑工作
在线阅读 下载PDF
Research and Development of Engine-Generator Set Control System for Tracked Vehicle Electric Transmission System 被引量:1
5
作者 黄英 黄千 +2 位作者 孙逢春 刘波澜 刘嘉 《Defence Technology(防务技术)》 SCIE EI CAS 2007年第3期179-184,共6页
As an energy generating equipment, the engine-generator set supplies power to the electric transmission. Therefore, its control is one of the key technologies of electric vehicles. Based on the discussion about the de... As an energy generating equipment, the engine-generator set supplies power to the electric transmission. Therefore, its control is one of the key technologies of electric vehicles. Based on the discussion about the demands to the engine-generator set in tracked vehicles, the detailed function of engine-generator and the control strategy are determined. The hardware and software of the control system are also developed and tested in a prototype vehicle. The experiment results show that the control system has good reliability and can satisfy the power requirements of vehicles under all operating conditions. 展开更多
关键词 自动控制技术 电力传输 汽车发动机 控制理论
在线阅读 下载PDF
Engineering property test of kaolin clay contaminated by diesel oil 被引量:3
6
作者 刘志彬 刘松玉 蔡奕 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第12期4837-4843,共7页
Engineering property of kaolin clay contaminated by diesel oil was studied through a series of laboratory experiments.Oil contents(mass fraction) of 4%,8%,12%,16% and 20% were selected to represent different contamina... Engineering property of kaolin clay contaminated by diesel oil was studied through a series of laboratory experiments.Oil contents(mass fraction) of 4%,8%,12%,16% and 20% were selected to represent different contamination degrees,and the soil specimens were manually prepared through mixing and static compaction method.Initial water content and dry density of the test kaolin clay were controlled at 10% and 1.58 g/cm^3,respectively.Test results indicate that since part of the diesel oil will be released from soil by evaporation,the real water content should be derived through calibration of the quasi water content obtained by traditional test method.As contamination degree of the kaolin clay increases,both liquid limit and plastic limit decrease,but there's only a slight increase for plasticity index.Swelling pressure of contaminated kaolin clay under confined condition will be lowered when oil-content gets higher.Unconfined compressive strength(UCS) of the oil-contaminated kaolin clay is influenced by not only oil content but also curing period.Increase of contamination degree will continually lower UCS of the kaolin clay specimen.In addition,electrical resistivity of the contaminated kaolin clay with given water content decreases with the increase of oil content.However,soil resistivity is in good relationship with oil content and UCS.Finally,oil content of 8% is found to be a critical value for engineering property of kaolin clay to transit from water-dominated towards oil-dominated characteristics. 展开更多
关键词 engineering PROPERTY KAOLIN CLAY DIESEL OIL contaminated soil electrical RESISTIVITY
在线阅读 下载PDF
H∞ control of novel active steering integrated with electric power steering function 被引量:8
7
作者 ZHAO Wan-zhong LI Yi-jun +2 位作者 WANG Chun-yan ZHAO Ting GU Xiao-yue 《Journal of Central South University》 SCIE EI CAS 2013年第8期2151-2157,共7页
Based on the traditional active steering system, a novel active steering system integrated with electric power steering function was introduced, which can achieve the functions of both active steering and electric pow... Based on the traditional active steering system, a novel active steering system integrated with electric power steering function was introduced, which can achieve the functions of both active steering and electric power steering. In view of the interference from road random signal and sensor noise in the novel active steering system, the H∞ control model of the novel active steering system was built. With satisfying steering feel, good robust performance and steering stability being the control objectives, the H∞ controller for the novel active front steering (AFS) system was designed. The simulation results show that the novel AFS system with H∞ control strategy can attenuate the road interference quickly, and there is no resonance peak in the bode diagram. It can make the driver obtain more useful information in the low frequency range, and attenuate the road interference better in the high frequency range, thus the driver can get more satisfying road feeling. Therefore, the designed H∞ controller can synthesize the advantages of both robust performance and robust stability, and has certain contribution to the design of novel AFS system. 展开更多
关键词 vehicle engineering active steering electric power steering H∞ control
在线阅读 下载PDF
Performance optimization of electric power steering based on multi-objective genetic algorithm 被引量:2
8
作者 赵万忠 王春燕 +1 位作者 于蕾艳 陈涛 《Journal of Central South University》 SCIE EI CAS 2013年第1期98-104,共7页
The vehicle model of the recirculating ball-type electric power steering (EPS) system for the pure electric bus was built. According to the features of constrained optimization for multi-variable function, a multi-obj... The vehicle model of the recirculating ball-type electric power steering (EPS) system for the pure electric bus was built. According to the features of constrained optimization for multi-variable function, a multi-objective genetic algorithm (GA) was designed. Based on the model of system, the quantitative formula of the road feel, sensitivity, and operation stability of the steering were induced. Considering the road feel and sensitivity of steering as optimization objectives, and the operation stability of steering as constraint, the multi-objective GA was proposed and the system parameters were optimized. The simulation results show that the system optimized by multi-objective genetic algorithm has better road feel, steering sensibility and steering stability. The energy of steering road feel after optimization is 1.44 times larger than the one before optimization, and the energy of portability after optimization is 0.4 times larger than the one before optimization. The ground test was conducted in order to verify the feasibility of simulation results, and it is shown that the pure electric bus equipped with the recirculating ball-type EPS system can provide better road feel and better steering portability for the drivers, thus the optimization methods can provide a theoretical basis for the design and optimization of the recirculating ball-type EPS system. 展开更多
关键词 vehicle engineering electric power steering multi-objective optimization genetic algorithm
在线阅读 下载PDF
Research on the Static Magnetic Field of Ships with Corrosion and Anticorrosion Efficacy Using Electric Dipole Model
9
作者 陈聪 李定国 龚沈光 《Defence Technology(防务技术)》 SCIE EI CAS 2010年第2期133-139,共7页
In the case of three-layered(air-seawater-seabed)model,the analytical expressions of the static electric and static magnetic field produced by the static electric dipole located in seawater were derived by using the m... In the case of three-layered(air-seawater-seabed)model,the analytical expressions of the static electric and static magnetic field produced by the static electric dipole located in seawater were derived by using the mirror image theory.Combined with the distribution of the underwater electric potential measured in laboratory,an electric dipole model for physical scale of ship was established and the distribution characteristics of an actual ship' s corrosion related magnetic field were obtained.Based on established models,theoretical analysis and calculation were made to catch out the distribution characteristics of static magnetic field related with corrosion and anticorrosion,which can not be measured directly in seawater.The results show that the static magnetic field related with corrosion and anticorrosion is a kind of noteworthy obstacle signal for degaussed ships. 展开更多
关键词 weaponry engineering corrosion related magnetic field static electric field underwater electric potential mirror image theory electric dipole model
在线阅读 下载PDF
Monitoring Method for the Electrical Properties of Piezoelectric Transducer
10
作者 李文 朱泽琪 《Defence Technology(防务技术)》 SCIE EI CAS 2012年第3期188-192,共5页
The monitoring of cutting force in a vibration cutting process has a great significance in the popularization of ultrasonic vibration cutting technology. A new monitoring method of which the cutting force of ultrasoni... The monitoring of cutting force in a vibration cutting process has a great significance in the popularization of ultrasonic vibration cutting technology. A new monitoring method of which the cutting force of ultrasonic elliptic vibration cutting is monitored using the electrical properties of transducer was proposed by studying on the relationship of cutting force, transducer electric impedance and load. A measurement system was designed for the electrical properties of transducer. The feasibility of cutting force monitoring method based on the electrical properties of piezoelectric transducer was proved by the cutting experiments. 展开更多
关键词 mechanical engineering cutting force TRANSDUCER electrical property
在线阅读 下载PDF
Analysis on Thermal Current Field in Powertrain Cabin of Tracked Vehicles With Electric Transmission System Configuration-2 被引量:1
11
作者 张豫南 李瀚飞 +4 位作者 颜南明 尚颖辉 王冬 李源 袁文涛 《Defence Technology(防务技术)》 SCIE EI CAS 2007年第1期1-6,共6页
The electric transmission system congfiguration-2 is one of the main electric drives for tracked vehicles. The geometrical model for the power-train cabin is established and the preliminary design for its cooling syst... The electric transmission system congfiguration-2 is one of the main electric drives for tracked vehicles. The geometrical model for the power-train cabin is established and the preliminary design for its cooling system is implemented. The mathematic model is established for thermal current field computation, simulation and analysis in the powertrain cabin. The three-dimensional structure of the powertrain cabin is optimized. The validity of the cooling system design is proved. The foundation for optimizing the whole electric transmission system configuration is laid. 展开更多
关键词 履带车辆 电传动系统 电传系舱室 热流场 结构优化 数学模型
在线阅读 下载PDF
Modeling and Performance Prediction of Induction Motor Drive System for Electric Drive Tracked Vehicles 被引量:1
12
作者 陈树勇 陈全世 孙逢春 《Defence Technology(防务技术)》 SCIE EI CAS 2007年第3期172-178,共7页
The principle of rotor flux-orientation vector control on 100/150 kW three-phase AC induction motor for electric drive tracked vehicles is analyzed, and the mathematic model is deduced. The drive system of induction m... The principle of rotor flux-orientation vector control on 100/150 kW three-phase AC induction motor for electric drive tracked vehicles is analyzed, and the mathematic model is deduced. The drive system of induction motor is modeled and simulated by Matlab/Simulink. The characteristics of motor and drive system are analyzed and evaluated by practical bench test. The simulation and bench test results show that the model is valid, and the driving control system has constant torque under rated speed, constant torque above rated speed, widely variable speed range and better dynamic characteristics. In order to evaluate the practical applications of high power induction motor driving system in electric drive tracked vehicles, a collaborative simulation based on interface technology of Matlab/Simulink and multi-body dynamic analysis software known as RecurDyn is done, the vehicle performances are predicted in the acceleration time (0-32 km/h) and turning characteristic (v=10 km/h, R=B). 展开更多
关键词 电力工程 电气控制 电动车 控制系统
在线阅读 下载PDF
An investigation of cam-roller mechanism applied in sphere cam engine
13
作者 张雷 潘存云 +2 位作者 徐小军 徐海军 张正洲 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第4期825-833,共9页
As an alternative power source for hybrid electrical vehicle(HEV), electric generating system(EGS) driven by sphere cam engine(SCE) is said to own higher power density and integration. In this work, the structure and ... As an alternative power source for hybrid electrical vehicle(HEV), electric generating system(EGS) driven by sphere cam engine(SCE) is said to own higher power density and integration. In this work, the structure and working principle of EGS were introduced, based on which the advantages of EGS were displayed. The profile of sphere cam was achieved after the desired motion of piston was given. After establishing the dynamic model of power transmission mechanism, the characteristics of cam-roller mechanism were studied. The results show that the optimal cam profile of SCE is a sinusoid curve which has two peaks and two valleys and a mean pressure angle of 47.19°. Because of the special cam shape, the trace of end surface center of piston is an eight-shape curve on a specific sphere surface. SCE running at speed of 3000 r/min can generate the power of 33.81 kW, which could satisfy the need of HEVs. However, the force between cylinder and piston skirt caused by Coriolis acceleration can reach up to 1182 N, which leads to serious wear between cylinder liner and piston skirt and may shorten the lifespan of SCE. 展开更多
关键词 sphere cam engine hybrid electrical vehicle cam-roller mechanism kinetic analysis
在线阅读 下载PDF
Analysis and Comparison of Electric Drive System Projects of Military Tracked Vehicles
14
作者 廖自力 马晓军 +1 位作者 赵玉慧 臧克茂 《Defence Technology(防务技术)》 SCIE EI CAS 2007年第2期81-85,共5页
The electric drive system characteristics of different projects for tracked vehicles are analyzed.For the two most typical projects,the parameters of power,torque and rotating speed and others of drive motor are figur... The electric drive system characteristics of different projects for tracked vehicles are analyzed.For the two most typical projects,the parameters of power,torque and rotating speed and others of drive motor are figured out under the condition of satisfying adequate steering performance of the tracked vehicles.General opinions on the two projects are brought forward and conclusions are drawn. 展开更多
关键词 机械工程 轨道 装甲车 汽车工程
在线阅读 下载PDF
生成式人工智能在PBL实践教学中的应用 被引量:3
15
作者 周瑜 张其亮 王丽敏 《实验室研究与探索》 北大核心 2025年第8期166-172,共7页
将混沌学习理论与深度学习理论系统融入生成式人工智能支持的PBL全过程,构建兼具理论支撑、智能辅助与工程导向的“人机共创”实践教学模式。通过任务拆解、实时人工智能支持及多维评价机制优化PBL教学过程。以混沌学习理论为基础应对... 将混沌学习理论与深度学习理论系统融入生成式人工智能支持的PBL全过程,构建兼具理论支撑、智能辅助与工程导向的“人机共创”实践教学模式。通过任务拆解、实时人工智能支持及多维评价机制优化PBL教学过程。以混沌学习理论为基础应对学习过程中的不确定性,以深度学习理论指导知识迁移与能力建构。教学实施中,生成式人工智能提供案例生成、任务优化、逻辑验证与反馈迭代等智能支持。通过设立实验班与对照班开展对比分析,结果显示实验班在学习参与度、协作能力、主动性、专业归属感等方面显著优于对照班,学生的适应性与创造力得到提升,课程目标达成度明显提高。该教学模式为工科教学智能化改革提供了可行路径与实践依据。 展开更多
关键词 生成式人工智能 项目式学习 人机协同 电气工程 创新教学模式
在线阅读 下载PDF
电气工程专业双创人才CDCA培养模式探索与实践 被引量:1
16
作者 肖迁 贾宏杰 +3 位作者 余晓丹 穆云飞 李天翔 田森 《实验室研究与探索》 北大核心 2025年第5期148-152,共5页
从教学内容、教育目标、培养模式3个角度,深入剖析传统电气工程专业人才培养面临的痛点问题。在此基础上,梳理电气工程专业创新创业人才培养需求,明确多元化创新创业人才教育目标,构建“后备人才、攻关人才、拔尖人才、领军人才”金字... 从教学内容、教育目标、培养模式3个角度,深入剖析传统电气工程专业人才培养面临的痛点问题。在此基础上,梳理电气工程专业创新创业人才培养需求,明确多元化创新创业人才教育目标,构建“后备人才、攻关人才、拔尖人才、领军人才”金字塔型创新创业人才培养框架。通过这一框架,进一步完善教学内容,提出一种“思考—设计—合作—应用”的人才培养新模式,为电气工程专业人才培养提供新思路。实践表明,该模式符合电气工程专业创新创业人才培养需求,取得了较为显著的人才培养成效。 展开更多
关键词 创新创业 人才培养 思考—设计—合作—应用模式 电气工程 教学探索与实践
在线阅读 下载PDF
基于梯度提升决策树算法的电力工程造价预测模型 被引量:3
17
作者 邵帅 赵祥 +2 位作者 敖慧凝 柳禾丰 王冬 《沈阳工业大学学报》 北大核心 2025年第3期302-308,共7页
[目的]电力工程造价预测在电网企业资源优化、财务稳定、风险管理、效率提升、项目决策、政策制定、市场秩序维护和投资者决策等方面具有重要意义。针对传统预测方法综合性能较差的问题,并考虑电力工程造价数据的小样本特性,提出了一种... [目的]电力工程造价预测在电网企业资源优化、财务稳定、风险管理、效率提升、项目决策、政策制定、市场秩序维护和投资者决策等方面具有重要意义。针对传统预测方法综合性能较差的问题,并考虑电力工程造价数据的小样本特性,提出了一种基于梯度提升决策树(gradient boosting decision tree,GBDT)的预测模型,通过优化训练过程中的残差,显著提升预测精度。[方法]从自然环境和技术因素出发,深入分析了电力工程造价的影响因子,筛选出11个影响电力工程造价的关键变量。通过数据清洗、特征编码和对数变换,构建适配GBDT模型的特征工程。采用Optuna框架进行超参数调优,并利用5折交叉验证法评估模型性能。模型优化以拟合优度作为评价指标,迭代寻找最优超参数,直至满足预测精度要求或达到最大迭代次数,最终建立结合Optuna框架的梯度提升决策树预测模型。以某地区变电工程造价数据为例,90%的数据样本作为训练集和验证集,10%的数据样本作为测试集,对比分析随机森林、神经网络、GBDT和结合Optuna的GBDT模型的预测效果,通过拟合优度与均方根误差进行性能评估。[结果]实验结果显示,结合Optuna的GBDT模型预测效果优于随机森林、神经网络及GBDT算法,预测值在真实值的±10元/kVA区间浮动。在验证集上,拟合优度为0.8923,均方根误差为8.01;在测试集上,拟合优度为0.8866,均方根误差为8.09。[结论]基于GBDT的电力工程造价预测模型能够精准预测电力工程造价,相较传统方法具有更高预测精度,尤其适用于电力工程造价类的小样本数据集。结合Optuna框架进行超参数调优,进一步提升了预测效果。未来研究将引入更多样本数据,并结合神经网络算法,探索更优的预测方案,助力电网企业实现高效运营与良性发展。 展开更多
关键词 电力工程 造价预测 梯度提升决策树 残差优化 对数变换 影响因子 特征工程 Optuna框架
在线阅读 下载PDF
OBE理念下机电专业融入创新能力课程教学研究 被引量:2
18
作者 刘东 《农机使用与维修》 2025年第3期173-176,共4页
随着新一轮科技革命与产业变革的加速推进,机电行业正面临前所未有的机遇与挑战,培养具备创新能力的机电专业人才成为国家工业转型升级和高质量发展的关键。基于成果导向教育(OBE)理念,深入探讨机电专业课程融入创新能力的教学策略与实... 随着新一轮科技革命与产业变革的加速推进,机电行业正面临前所未有的机遇与挑战,培养具备创新能力的机电专业人才成为国家工业转型升级和高质量发展的关键。基于成果导向教育(OBE)理念,深入探讨机电专业课程融入创新能力的教学策略与实践,设计了机电专业课程体系构建思路与典型课程教学实施思路,探索解决当前机电专业教育在创新能力培养方面存在不足的有效途径,为培养适应未来工业发展需求的高素质机电专业人才提供有力支撑。 展开更多
关键词 机电专业 成果导向教育 创新能力 教学 研究
在线阅读 下载PDF
高电压技术发展现状及展望
19
作者 李立浧 罗兵 +11 位作者 董旭柱 李盛涛 司马文霞 韩永霞 刘刚 彭长志 李忠磊 邢云琪 卓然 胡上茂 范才进 陈秋霖 《高电压技术》 北大核心 2025年第8期3682-3720,共39页
高电压技术是研究在高电压作用下的物理现象、发展规律以及工业化应用的一门应用科学和试验技术相结合的重要学科,近代以来的主要研究内容包括:高电压绝缘技术、高电压试验技术、过电压与绝缘配合技术等,在电气工程领域中发挥着重要基... 高电压技术是研究在高电压作用下的物理现象、发展规律以及工业化应用的一门应用科学和试验技术相结合的重要学科,近代以来的主要研究内容包括:高电压绝缘技术、高电压试验技术、过电压与绝缘配合技术等,在电气工程领域中发挥着重要基础性作用。近20年来,高电压技术在基础理论和工程应用方面取得了巨大进步,成果丰硕。这些成果不仅支撑了西电东送国家战略的实施,还推动了新能源开发利用和新型电力系统建设,为中国远距离大容量输电的交直流特高压输电技术突破做出了重要贡献。该文重点对近20年来放电基础理论研究、计算高电压工程学、高压电工材料、特高压输电技术、高电压装备技术、高压测量及传感器技术等方面的研究成果及发展现状进行了综述,指出了现有研究中存在的问题,并对高电压技术未来的发展进行了总结和展望。 展开更多
关键词 高电压技术 放电理论 计算高电压工程学 电工材料 特高压输电 新型电力系统
在线阅读 下载PDF
基于改进PPO算法的混合动力汽车能量管理策略
20
作者 马超 孙统 +2 位作者 曹磊 杨坤 胡文静 《河北科技大学学报》 北大核心 2025年第3期237-247,共11页
为了提高功率分流式混合动力汽车(hybrid electric vehicle, HEV)的经济性,建立了HEV整车的纵向动力学模型,并提出了一种基于策略熵优化的改进近端策略优化(proximal policy optimization, PPO)算法的能量管理策略(energy management st... 为了提高功率分流式混合动力汽车(hybrid electric vehicle, HEV)的经济性,建立了HEV整车的纵向动力学模型,并提出了一种基于策略熵优化的改进近端策略优化(proximal policy optimization, PPO)算法的能量管理策略(energy management strategy, EMS)。在一般PPO算法基础上,通过采用经验池机制简化算法框架,只使用1个深度神经网络进行交互训练和更新,以减少策略网络参数同步的复杂性;为了有效探索环境并学习更高效的策略,在损失函数中增加策略熵,以促进智能体在探索与利用之间达到平衡,避免策略过早收敛至局部最优解。结果表明,这种基于单策略网络改进PPO算法的EMS相比于基于双策略网络PPO的EMS,在UDDS工况和NEDC工况下,均能更好地维持电池的荷电状态(state of charge, SOC),同时等效燃油消耗分别降低了8.5%和1.4%,并取得了与基于动态规划(dynamic programming, DP)算法的EMS相近的节能效果。所提改进PPO算法能有效提高HEV的燃油经济性,可为HEV的EMS设计与开发提供参考。 展开更多
关键词 车辆工程 混合动力汽车 能量管理策略 深度强化学习 近端策略优化
在线阅读 下载PDF
上一页 1 2 63 下一页 到第
使用帮助 返回顶部