With the continuous development of society and economy, energy consumption and exhaust emissions of high-speed trains have also gained more and more attention from the industry. Hence, optimizing the operation of high-speed trains is of pivotal significance to achieve optimization as required. On the basis of the intelligent robot palletizer technology, a spatial construction method and intelligent robot palletizer capable of operating through the dispatching of high-speed trains are put forward in this paper on the basis of the situation of high-speed trains assigned. The method of changing the arrival time of the trains and the order of departure are adopted to control the operation of the high-speed trains in an efficient and intelligent manner. With regard to the intervals of departure time, the overtaking of trains and other issues, a three-dimensional spatial travel route is established and used for processing. The intelligent robot palletizer is used to implement the dispatching of trains in the aspect of height. Subsequently, the minimum value method and secure network technology are used to verify that the technology of the intelligent robot palletizer is mature and reliable. Finally, a practical case analysis is carried out in this paper on some sections of the Harbin–Dalian high-speed railway to verify the accuracy and effectiveness of the method proposed in this paper. Through the comparative analysis with other methods, the advantages of the algorithm put forward in this paper can be observed.
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