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Terminal Sliding Mode Fuzzy Control Based on Multiple Sliding Surfaces for Nonlinear Ship Autopilot Systems 被引量:2
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作者 袁雷 吴汉松 《Journal of Marine Science and Application》 2010年第4期425-430,共6页
A terminal sliding mode fuzzy control based on multiple sliding surfaces was proposed for ship course tracking steering, which takes account of rudder characteristics and parameter uncertainty. In order to solve the p... A terminal sliding mode fuzzy control based on multiple sliding surfaces was proposed for ship course tracking steering, which takes account of rudder characteristics and parameter uncertainty. In order to solve the problem, the controller was designed by employing the universal approximation property of fuzzy logic system, the advantage of Nussbaum function, and using multiple sliding mode control algorithm based on the recursive technique. In the last step of designing, a nonsingular terminal sliding mode was utilized to drive the last state of the system to converge in a finite period of time, and high-order sliding mode control law was designed to eliminate the chattering and make the system robust. The simulation results showed that the controller designed here could track a desired course fast and accurately. It also exhibited strong robustness peculiarly to system, and had better adaptive ability than traditional PID control algorithms. 展开更多
关键词 ship course control unmatched uncertainty multiple sliding mode control nonsingular terminal sliding mode control ROBUSTNESS
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Active Anti-Rolling for Ships by Tank Swing and Robust Controller Design
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作者 ZHANG Yi-ping XIE Ming-xiang +2 位作者 JI Xing-ying XU Li ZHANG Xing-wang 《China Ocean Engineering》 2025年第4期635-647,共13页
Ships experience rolling motion under the action of sea waves and may even face the risk of capsizing.Anti-rolling devices are designed to reduce this motion and enhance vessel safety.This is especially critical for e... Ships experience rolling motion under the action of sea waves and may even face the risk of capsizing.Anti-rolling devices are designed to reduce this motion and enhance vessel safety.This is especially critical for engineering ships operating at sea under zero-speed conditions,where a stable posture is essential for efficient performance.Gyro stabilizers can suppress roll motion at zero speed;however,their high cost typically makes them unsuitable for large civilian vessels.Additionally,most existing anti-rolling devices rely on a certain water speed to function,which results in increased drag.In this study,an anti-rolling system incorporating swing control is proposed.Inspired by the human body's ability to maintain balance by swinging arms during walking or running,the system generates an antirolling moment by oscillating a water tank.This approach operates independently of water speed and does not generate additional drag.The mechanical design of the anti-rolling system is introduced,and a corresponding control system model is derived.The swing-tank mechanism provides phase lead compensation and reduces the system's sensitivity to wave disturbances.To enhance performance,robust control techniques are applied.Simulation results demonstrate that the proposed anti-rolling system delivers effective roll reduction for ships. 展开更多
关键词 safety of offshore structures ship safety anti-rolling ship motion control
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Nonlinear Backstepping Ship Course Controller 被引量:7
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作者 Anna Witkowska Roman Smierzchalski Gdansk 《International Journal of Automation and computing》 EI 2009年第3期277-284,共8页
A ship, as an object of course control, is characterized by a nonlinear function describing the static maneuvering characteristics. The backstepping method is one of the methods that can be used during the designing p... A ship, as an object of course control, is characterized by a nonlinear function describing the static maneuvering characteristics. The backstepping method is one of the methods that can be used during the designing process of a nonlinear course controller for ships. The method has been used for the purpose of designing two configurations of nonlinear controllers, which were then used to control the ship course. One of the configurations took dynamic characteristic of a steering gear into account during the designing stage. The parameters of the obtained nonlinear control structures have been tuned to optimise the operation of the control system. The optimisation process has been performed by means of genetic algorithms. The quality of operation of the designed control algorithms has been checked in simulation tests performed on the mathematical model of a tanker. The results of simulation experiments have been compared with the performance of the system containing a conventional proportional-derivative (PD) controller. 展开更多
关键词 Backstepping method genetic algorithm marine ships control nonlinear control tuning parameters.
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Study on dangerous collision area of ships out of control in Sutong Bridge area 被引量:1
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作者 Fang Jianhua Xu Yanmin +2 位作者 Liu Mingjun Zhang Jingcheng Li Bing 《Engineering Sciences》 EI 2009年第1期83-86,共4页
Motion state of ship out of control in bridge area was analyzed.Motion procedure after losing control was divided into two steps.One is drift step within stopping period.The other is drift step without inertia,which i... Motion state of ship out of control in bridge area was analyzed.Motion procedure after losing control was divided into two steps.One is drift step within stopping period.The other is drift step without inertia,which is induced by wind and current.Mathematical model for motion of ship out of control,considering wind-induced drift,current-induced drift,stopping ability,etc.,was established.Dangerous collision areas for main pier and auxiliary piers were analyzed according to different calculation conditions. 展开更多
关键词 Sutong Bridge ship out of control dangerous collision area drift induced by wind drift induced by cur- rent stopping ability
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Adaptive robust dissipative designs on straight path control for underactuated ships 被引量:3
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作者 Li Tieshan Yang Yansheng Hong Biguang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第1期177-181,共5页
An adaptive robust control algorithm for ship straight path control system in the presence of both modeling uncertainties and the bounded disturbances is proposed. Motivated by the backstepping approach, the algorithm... An adaptive robust control algorithm for ship straight path control system in the presence of both modeling uncertainties and the bounded disturbances is proposed. Motivated by the backstepping approach, the algorithm is developed by using the dissipation theory, such that the resulting dosed-loop system is both strictly dissipative and asymptotically adaptively stable for all admissible uncertainties. Also, it is able to steer an underactuated ship along a prescribed straight path with ultimate bounds under external disturbances induced by wave, wind and ocean current. When there are no disturbances, the straight path control can be implemented in a locally asymptotically stable manner. Simulation results on an ocean-going training ship ‘YULONG' are presented to validate the effectiveness of the algorithm. 展开更多
关键词 underactuated ship straight path control nonlinear system adaptive backstepping design robust control.
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An Energy-based Nonlinear Coupling Control for Offshore Ship-mounted Cranes 被引量:2
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作者 Yu-Zhe Qian Yong-Chun Fang Tong Yang 《International Journal of Automation and computing》 EI CSCD 2018年第5期570-581,共12页
This paper proposes a novel nonlinear energy-based coupling control for an underactuated offshore ship-mounted crane,which guarantees both precise trolley positioning and payload swing suppressing performances under e... This paper proposes a novel nonlinear energy-based coupling control for an underactuated offshore ship-mounted crane,which guarantees both precise trolley positioning and payload swing suppressing performances under external sea wave disturbance. In addition to having such typical nonlinear underactuated property, as it is well known, an offshore ship-mounted crane also suffers from much unexpected persistent disturbances induced by sea waves or currents, which, essentially different from an overhead crane fixed on land, cause much difficulty in modeling and controller design. Inspired by the desire to achieve appropriate control performance against those challenging factors, in this paper, through carefully analyzing the inherent mechanism of the nonlinear dynamics, we first construct a new composite signal to enhance the coupling behavior of the trolley motion as well as the payload swing in the presence of ship′s roll motion disturbance. Based on which, an energy-based coupling control law is presented to achieve asymptotic stability of the crane control system′s equilibrium point. Without any linearization of the complex nonlinear dynamics, unlike traditional feedback controllers, the proposed control law takes a much simpler structure independent of the system parameters. To support the theoretical derivations and to further verify the actual control performance, Lyapunov-based mathematical analysis as well as numerical simulation/experimental results are carried out, which clarify the feasibility and superior performance of the proposed method over complicated disturbances. 展开更多
关键词 Energy-based control offshore ship-mounted cranes Lyapunov methods UNDERACTUATED nonlinear control systems.
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Contouring error modeling and simulation of a four-axis motion control system
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作者 张代林 张旭 +3 位作者 谢经明 袁楚明 陈幼平 汤漾平 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第1期141-149,共9页
A layered modeling method is proposed to resolve the problems resulting from the complexity of the error model of a multi-axis motion control system. In this model, a low level layer can be used as a virtual axis by t... A layered modeling method is proposed to resolve the problems resulting from the complexity of the error model of a multi-axis motion control system. In this model, a low level layer can be used as a virtual axis by the high level layer. The first advantage of this model is that the complex error model of a four-axis motion control system can be divided into several simple layers and each layer has different coupling strength to match the real control system. The second advantage lies in the fact that the controller in each layer can be designed specifically for a certain purpose. In this research, a three-layered cross coupling scheme in a four-axis motion control system is proposed to compensate the contouring error of the motion control system. Simulation results show that the maximum contouring error is reduced from 0.208 mm to 0.022 mm and the integration of absolute error is reduced from 0.108 mm to 0.015 mm, which are respectively better than 0.027 mm and 0.037 mm by the traditional method. And in the bottom layer the proposed method also has remarkable ability to achieve high contouring accuracy. 展开更多
关键词 layered modeling ship model machining motion control cross coupling control
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XAI: Navigating the future of autonomous ships
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作者 李朦 《疯狂英语(新读写)》 2025年第8期24-27,77,共5页
The Titanic sunk 113 years ago on April 14-15,after hitting an iceberg,with human error likely causing the ship to wander into those dangerous waters.Today,autonomous systems built on AI can help ships avoid such acci... The Titanic sunk 113 years ago on April 14-15,after hitting an iceberg,with human error likely causing the ship to wander into those dangerous waters.Today,autonomous systems built on AI can help ships avoid such accidents.But could such a system explain to the captain why it was controlling the ship in a certain way? 展开更多
关键词 controlling ship navigation safety autonomous ships iceberg avoidance AI captain explanation human error
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Adaptive robust control of mobile satellite communication system with disturbance and model uncertainties
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作者 Jun Jiang Jian Guo +1 位作者 Bin Yao Qingwei Chen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第5期761-767,共7页
The tracking and stable control of a typical shipmounted mobile satellite communication system(MSCS) is studied.Unlike the former studies based on simplified single-axis models,a tri-axis nonlinear model including t... The tracking and stable control of a typical shipmounted mobile satellite communication system(MSCS) is studied.Unlike the former studies based on simplified single-axis models,a tri-axis nonlinear model including the kinematic and dynamic features of the MSCS is used as the control object.An adaptive robust controller with trajectory planning is designed to deal with large parametric uncertainties and uncertain nonlinearities of the system.A theoretic performance result is given and proved.The designed adaptive robust controller and other two traditional controllers are tested in the comparative simulations under three different situations.The simulation results show the tracking and stable validity of the proposed controller. 展开更多
关键词 ship-mounted mobile satellite communication system adaptive control robust control tracking control
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Design and implementation of an expert system for remote fault diagnosis in ship lift
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作者 易春辉 李天石 石晓俊 《Journal of Pharmaceutical Analysis》 SCIE CAS 2007年第2期159-163,共5页
In this paper an expert system for remote fault diagnosis in the ship lift was developed by analysis of the fault tree and combination with VPN. The fault tree was constructed based on the operation condition of the s... In this paper an expert system for remote fault diagnosis in the ship lift was developed by analysis of the fault tree and combination with VPN. The fault tree was constructed based on the operation condition of the ship lift. The diagnosis model was constructed by hierarchical classification of the fault tree structure, and the inference mechanism was given. Logical structure of the fault diagnosis in the ship lift was proposed. The implementation of the expert system for remote fault diagnosis in the ship lift was discussed, and the expert system developed was realized on the VPN virtual network. The system was applied to the Gaobaozhou ship lift project, and it ran successfully. 展开更多
关键词 fault diagnosis ship lift fault tree analysis expert control system remote monitoring virtual private network
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非凸推力可行域下的喷水推进船推力分配方法
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作者 丁江明 慕鹏宁 罗腾 《哈尔滨工程大学学报》 北大核心 2026年第1期228-234,共7页
为在喷水推进船舶矢量控制过程中充分利用推进器的性能,本文对喷水推进器特有的非凸推力可行域下的推力分配进行研究。采用区域分配策略和两步优化结构,先将非凸推力可行域划分为多个凸子域进行约束,以避免推力分配时因非凸约束条件导... 为在喷水推进船舶矢量控制过程中充分利用推进器的性能,本文对喷水推进器特有的非凸推力可行域下的推力分配进行研究。采用区域分配策略和两步优化结构,先将非凸推力可行域划分为多个凸子域进行约束,以避免推力分配时因非凸约束条件导致局部最优解,再进行第1步优化计算,得到各喷水推进器的推力指令;然后根据各喷水推进器推力指令确定各喷水推进器运转参数的变化范围,进行第2步优化计算,得到各喷水推进器运转参数指令,从而实现喷水推进船的矢量控制。以一艘喷水推进单体滑行艇为研究对象,对上述方法进行仿真验证,结果表明,该方法能有效处理非凸约束条件下的推力分配问题。 展开更多
关键词 船舶 喷水推进 矢量控制 单手柄操纵系统 推力分配 非凸优化 区域分配 序列二次规划法
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基于神经网络的电力卸船机能耗优化方法
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作者 黄国舵 刘刚 +2 位作者 黄文壮 邹景齐 王家慧 《河北工业大学学报》 2026年第1期17-23,共7页
针对电力港口抓斗式卸船机摆动系统工作过程中抓斗摆动抑制的问题,本文提出了一种新颖的动态事件触发控制方法。通过径向基(radial basis function,RBF)神经网络拟合卸船机系统中非线性部分和不确定部分,利用渐近滑模降低控制律的高频抖... 针对电力港口抓斗式卸船机摆动系统工作过程中抓斗摆动抑制的问题,本文提出了一种新颖的动态事件触发控制方法。通过径向基(radial basis function,RBF)神经网络拟合卸船机系统中非线性部分和不确定部分,利用渐近滑模降低控制律的高频抖动,考虑电力驱动系统存在执行器衰减及电网波动导致的驱动力扰动的问题,提出一种不依赖模型的抓斗式起重机自适应动态事件触发控制,并从理论层面证明了控制器的稳定性。最后,通过仿真验证了所提方法在电力港口复杂工况下的控制性能,结果表明该方法在电力系统能源运输场景可有效减少电耗并提升定位精度。 展开更多
关键词 RBF神经网络 动态事件触发 执行器衰减 自适应滑模控制 欠驱动卸船机系统
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基于ControlNet现场总线的船舶控制系统设计
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作者 杨国伟 《舰船科学技术》 北大核心 2018年第2X期187-189,共3页
当前海洋船舶运输对船舶自动化的要求越来越高,船舶控制系统自动化水平的高低决定着船舶性能的优劣,并且也决定着船舶运输的安全。现场总线技术已经在船舶控制系统中得到广泛应用,本文提出一种基于ControlNet现场总线的船舶控制系统,该... 当前海洋船舶运输对船舶自动化的要求越来越高,船舶控制系统自动化水平的高低决定着船舶性能的优劣,并且也决定着船舶运输的安全。现场总线技术已经在船舶控制系统中得到广泛应用,本文提出一种基于ControlNet现场总线的船舶控制系统,该总线能够采用同时间多路访问机制,寻址方式灵活,传输速度不受传输距离影响。本文对基于ControlNet现场总线的船舶控制系统进行整体设计,并对同时间多路访问机制在船舶传感器数据读取中的应用进行分析。 展开更多
关键词 controlNET 船舶 控制系统 现场总线
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A Virtual Erection Simulation System for a Steel Structure Based on 3-D Measurement Data
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作者 Deok Eun Kim Tuo Han Chen 《Journal of Marine Science and Application》 2012年第1期52-58,共7页
he virtual erection simulation system was explained for a steel structure including ship and ocean plant blocks. The simulation system predicted the erection state to optimize any gap or overlap of blocks based on 3-D... he virtual erection simulation system was explained for a steel structure including ship and ocean plant blocks. The simulation system predicted the erection state to optimize any gap or overlap of blocks based on 3-D measurement data. The blocks were modified (cut) on the basis of the simulation result on the ground before erecting them by crane. The re-cutting process was not required and the blocks were erected into a mother ship speedily. Therefore, the erection time is reduced, increasing the dock turnover. 展开更多
关键词 block erection dimensional accuracy control 'of ship block production planning and scheduling ship construction virtual simulation system steel structure
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专创融合AI协同育人的专业课程教学体系研究 被引量:1
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作者 李冰 綦志刚 +1 位作者 于鑫 刘洪丹 《高教学刊》 2025年第22期75-78,共4页
随着高等教育深化改革和“双一流”建设的推进,建设工程教育强国、培养创新创业型卓越工程技术人才,成为当前我国高等教育机构的重要使命。船舶控制系统课程作为哈尔滨工程大学的特色专业核心课程,需要紧跟时代的需求,基于Deepseek-R1... 随着高等教育深化改革和“双一流”建设的推进,建设工程教育强国、培养创新创业型卓越工程技术人才,成为当前我国高等教育机构的重要使命。船舶控制系统课程作为哈尔滨工程大学的特色专业核心课程,需要紧跟时代的需求,基于Deepseek-R1大模型,依托课程相关科研项目,寻求基于专创融合的AI课程立体化教学模式,该模式通过培养搜集和处理信息的能力、获得新知识的能力、分析解决问题的能力,从而培养适应新时期的创新型人才,进而践行专创融合的教学理念。 展开更多
关键词 专创融合 协同育人 AI教学 教学体系 船舶控制系统
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舰船关键控制系统的网络安全漏洞挖掘研究
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作者 韩冰 王仁强 《舰船科学技术》 北大核心 2025年第22期185-189,共5页
考虑舰船关键控制系统直接关联航行、动力等核心功能,此类系统的通信网络漏洞多与控制逻辑相关,难以获取节点内部运行日志,漏洞挖掘难度较大。为此研究新的舰船关键控制系统的网络安全漏洞挖掘方法。剖析舰船关键控制系统的组成结构、CA... 考虑舰船关键控制系统直接关联航行、动力等核心功能,此类系统的通信网络漏洞多与控制逻辑相关,难以获取节点内部运行日志,漏洞挖掘难度较大。为此研究新的舰船关键控制系统的网络安全漏洞挖掘方法。剖析舰船关键控制系统的组成结构、CAN网络节点构成及报文格式,明确ID标识字段与数据字段是网络安全漏洞的核心检测信息;提出基于舰船CAN网络报文信息熵的安全漏洞挖掘方法,通过计算网络报文信息熵与相对距离,分析正常与漏洞状态下报文分布的差异,从而识别异常报文来源,实现漏洞的精准挖掘。实验结果表明,该方法可精准挖掘漏洞报文ID,KL距离骤升至0.6以上,与正常网络报文形成明显区分,可准确挖掘舰船关键控制系统的网络安全漏洞。 展开更多
关键词 舰船关键控制系统 网络安全 漏洞挖掘
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基于改进强化学习的复杂海况下船舶升沉补偿控制研究
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作者 张琴 周静宜 +1 位作者 王星月 胡雄 《工程科学与技术》 北大核心 2025年第4期123-137,共15页
受多变海况下风浪涌影响,剧烈的船舶随机运动威胁着海上风机吊载安装的安全性,并对海上作业和人员换乘等造成不好的影响。为提高海上作业的可靠性、安全性和稳定性,针对船舶升沉运动补偿中面临的环境多变和建模不准确的问题,提出基于改... 受多变海况下风浪涌影响,剧烈的船舶随机运动威胁着海上风机吊载安装的安全性,并对海上作业和人员换乘等造成不好的影响。为提高海上作业的可靠性、安全性和稳定性,针对船舶升沉运动补偿中面临的环境多变和建模不准确的问题,提出基于改进强化学习的复杂海况下船舶升沉补偿控制方法。首先,对由伺服驱动器、伺服电机及编码器和电动缸构成的补偿系统进行机理法建模,作为强化学习训练的环境。其次,通过马尔可夫决策过程描述智能体的策略和奖励,同时采用双延迟深度确定策略梯度算法(TD3)强化学习算法作为控制策略,将Actor网络中的输出层TanH层的幅值扩大两倍,使TD3算法能更好地应对复杂海况,并通过主网络和目标网络的Actor和Critic 6个网络的迭代更新,得到自学习的最优控制动作输出。最后,添加OU动作噪声到目标策略中,能够更好地探索状态空间,并通过组合奖励函数改善智能体的学习和决策能力,使智能体可以适应复杂海况下的强化学习任务,在不同海况等级下利用已知的信息找到最优解,从而避免陷入局部最优,以提高船舶升沉运动的补偿精度。仿真结果表明,在恶劣的复杂海况下改进TD3算法有较好的补偿控制效果;将训练好的模型用于3~6级以及历时更长的变海况环境下的船舶升沉运动补偿,其补偿效率最高可达到99.95%,优于PSO优化的反步法控制和传统TD3强化学习方法,体现了良好的泛化性。 展开更多
关键词 复杂海况环境 船舶升沉运动 补偿控制系统 TD3强化学习
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船舶导航系统的智能控制和优化
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作者 赵越 王仁强 《舰船科学技术》 北大核心 2025年第15期129-132,共4页
为解决船舶导航系统跟踪精度受限、艏向控制稳定性差等问题,提出船舶导航系统智能控制与优化方法。以船舶动力学模型为控制设计基础,运用视线(Line of Sight,LOS)导航算法,通过轨迹偏差计算期望艏向角,简化航迹控制为艏向角控制;引入坐... 为解决船舶导航系统跟踪精度受限、艏向控制稳定性差等问题,提出船舶导航系统智能控制与优化方法。以船舶动力学模型为控制设计基础,运用视线(Line of Sight,LOS)导航算法,通过轨迹偏差计算期望艏向角,简化航迹控制为艏向角控制;引入坐标补偿策略,依据航段方位角差修正转向偏差,优化期望艏向角,减少航迹切换误差;以优化后的期望艏向角为线性自抗扰控制器(Linear Active Disturbance Rejection Controller,LADRC)输入,经扩张状态观测器(Extended State Observer,ESO)估计干扰并补偿后,结合比例-微分(Proportional-Derivative,PD)控制律输出信号控制舵机转向,实现船舶导航智能优化控制。实验结果显示,该方法的应用可以降低期望艏向角波动,避免航迹切换时艏向突变;使舵角输出更平稳,增强航向控制稳定性;获取贴近规划路径的导航路径,缩小航迹偏差。 展开更多
关键词 船舶导航系统 智能控制 LOS算法 坐标补偿 艏向角
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直升机着舰气动特性实验测控系统设计
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作者 车兵辉 赵光银 +2 位作者 史喆羽 章贵川 彭先敏 《实验流体力学》 北大核心 2025年第5期121-127,共7页
舰船在海面上航行时会发生空间六自由度运动,对直升机着舰的气动特性和操控性能产生不利影响。为研究机舰耦合流场中直升机着舰气动特性,自主设计了模拟机舰耦合特性的风洞实验测控系统。该系统能实现舰船六自由度运动模拟、直升机模型... 舰船在海面上航行时会发生空间六自由度运动,对直升机着舰的气动特性和操控性能产生不利影响。为研究机舰耦合流场中直升机着舰气动特性,自主设计了模拟机舰耦合特性的风洞实验测控系统。该系统能实现舰船六自由度运动模拟、直升机模型载荷和转速监测采集、舰船姿态与直升机载荷同步采集。通过实验,得到不同工况下直升机模型载荷和舰船姿态数据:当舰船俯仰振荡时,由于桨盘与舰船甲板距离的周期性变化以及地面效应的影响,旋翼升力会以相同频率动态变化,并且存在相位滞后。结果表明,该测控系统成功实现了舰船运动时直升机着舰气动载荷与舰船姿态的同步测量,所获数据契合直升机空气动力学规律,完全满足实验要求,为直升机在机舰耦合复杂流场下的气动特性研究提供了关键技术支撑和数据依据。 展开更多
关键词 直升机 机舰耦合 气动特性 测控系统
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舰船调距桨控制系统设计及性能测试
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作者 陈新梅 周一 +1 位作者 杨静 刘念 《武汉船舶职业技术学院学报》 2025年第1期65-69,共5页
舰船调距桨控制系统的设计与实现过程中,首先分析了调距桨在现代船舶中的重要性及其控制系统的基本要求;其次,阐述了调距桨控制系统的总体设计方案,包括硬件选型、软件架构和人机界面设计;然后,对关键技术进行了深入探讨,如调距桨驱动... 舰船调距桨控制系统的设计与实现过程中,首先分析了调距桨在现代船舶中的重要性及其控制系统的基本要求;其次,阐述了调距桨控制系统的总体设计方案,包括硬件选型、软件架构和人机界面设计;然后,对关键技术进行了深入探讨,如调距桨驱动器的控制策略、传感器数据处理算法以及故障诊断与容错机制;最后,通过实训台实际测试验证了调距桨控制系统的性能,并提出了进一步优化的建议。 展开更多
关键词 舰船调距桨 控制系统 硬件设计 软件开发 性能评估
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