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针对船舶柴油发电机转速控制问题,结合BP神经网络对非线性系统的高拟合性与经典PID控制的优良性能,形成船舶柴油发电机转速BP-PID并行控制系统。控制系统中BP神经网络控制器与PID控制器相结合,经过神经网络控制器的不断训练学习,控制器获取船舶柴油发电机转速系统的模型,并逐渐地由BP神经网络控制器占主要控制作用,从而达到对系统的实时控制。仿真结果证明了该方法的可行性。 相似文献
163.
数模混合电路故障诊断新方法 总被引:1,自引:0,他引:1
在基于DES理论的电路测试中,最小测试集的求取一直是重点和难点。该文提出了一种基于网络撕裂法和图论法相结合的算法来求取最小测试集。通过网络撕裂法将大规模的电路分割为小规模数字电路部分和模拟电路部分,然后再分别对其使用图论法来求取各自的最小测试集,最后整合得到电路的最小测试集。该方法计算量小、诊断定位精度高,适合于工程应用。 相似文献
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A bicriterion shortest path problem with a general nonadditive cost seeks to optimize a combination of two path costs, one of which is evaluated by a nonlinear function. This paper first identifies a number of emerging transportation applications for which such a shortest path problem might be considered a core subproblem. We propose to first approximate the general nonlinear cost function with a piecewise linear counterpart, and then solve each linear subproblem sequentially. A specialized algorithm is developed to solve the subproblems, which makes use of the efficient path set (or the convex hull) to update upper and lower bounds of the original problem. Conditions under which the solution to a subproblem must belong to the efficient path set are specified. Accordingly, we show that the optimal path must be efficient if the nonlinear cost function is concave. If the optimal path to a subproblem is not efficient, partial path enumeration, implemented using a simple K-shortest path ranking procedure, is conducted to close the gap. The proposed algorithm includes strategies aiming to expedite path enumeration by using upper bounds derived from the efficient path set. Numerical experiments are conducted to demonstrate correctness and effectiveness of the proposed algorithm. 相似文献
167.
The use of alternative energy sources instead of HFO has been recognized as a promising way for reducing emissions from shipping and promoting the development of green shipping. However, it is usually difficult for the decision-making to select the best choice among multiple alternative marine fuels. In order to address this, a complete criteria system for sustainability assessment of alternative marine fuels was firstly established, and a fuzzy group multi-criteria decision making method has been developed to rank the alternative marine fuels by combining fuzzy logarithmic least squares and fuzzy TOPSIS (Technique for Order Performance by Similarity to Ideal Solution). Fuzzy logarithmic least squares method has been employed to determine the weights of the criteria for sustainability assessment, and fuzzy TOPSIS was employed to determine the sustainability order of the alternatives. An illustrative case with three alternative marine fuels including methanol, LNG and hydrogen has been studied by the proposed method, and hydrogen has been recognized as the most sustainable scenario, follows by LNG, and methanol in the descending order. The results show that the proposed method is feasible for prioritizing the alternative marine fuels; it also has the ability to help the decision-makers to select the most sustainable option among multiple marine fuels. 相似文献
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为了解决列车轮对超声波探伤中的高速AD(模数转换芯片)与USB 2.0接口的数据传输瓶颈,使用FPGA(现场可编程门阵列)编制了一种SDRAM(同步动态存储器)控制器,并且通过切换bank、自动预冲和集中刷新,将AD实时采集来的数据进行连续存储,为接下来的USB 2.0传输环节的传输速率留下了裕量. 相似文献
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在重力式挡土墙稳定性分析中存在模糊的基础上,运用模糊集合论的理论,提出了重力式挡土墙稳定性分析的模糊优化设计方法,从而使挡土墙的稳定性分析更加接近客观实际. 相似文献