Aero-engine Pipe Layout Optimization Based on Adaptive Beetle Antennae Search Algorithm
Aiming at the low layout efficiency and space utilization in the design process of aero-engine external pipeline system, an automatic pipe layout method based on adaptive beetle antennae search algorithm is proposed. This method adds an adaptive variable step size mechanism to the original Beetle An...
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Veröffentlicht in: | Ji xie gong cheng xue bao 2020, Vol.56 (20), p.174 |
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creator | Jiapeng, YU Hexiang, YUAN Yonghua, YANG Shuo, ZHANG Qiang, FEI |
description | Aiming at the low layout efficiency and space utilization in the design process of aero-engine external pipeline system, an automatic pipe layout method based on adaptive beetle antennae search algorithm is proposed. This method adds an adaptive variable step size mechanism to the original Beetle Antennae Search algorithm, so that it could search for a better solution while retaining the advantage of high efficiency. A modeling method which process attachments and pipelines separately is proposed to describe obstacles in complex layout space. In this method, the axis-aligned bounding box of attachment is computed first, and the grid matrix of attachment in bounding box is constructed then. Specifically, the interference of pipes is judged by the method of line segment intersection, on this basis, choosing the obstacle avoidance strategy of the current pipe which could fully utilize the layout space. Pipeline length and pressure loss are selected as the optimization objectives to construct the mathematical model of pipe layout. Finally, the feasibility of the proposed method is demonstrated with a simulation instance. |
doi_str_mv | 10.3901/JME.2020.20.174 |
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This method adds an adaptive variable step size mechanism to the original Beetle Antennae Search algorithm, so that it could search for a better solution while retaining the advantage of high efficiency. A modeling method which process attachments and pipelines separately is proposed to describe obstacles in complex layout space. In this method, the axis-aligned bounding box of attachment is computed first, and the grid matrix of attachment in bounding box is constructed then. Specifically, the interference of pipes is judged by the method of line segment intersection, on this basis, choosing the obstacle avoidance strategy of the current pipe which could fully utilize the layout space. Pipeline length and pressure loss are selected as the optimization objectives to construct the mathematical model of pipe layout. 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This method adds an adaptive variable step size mechanism to the original Beetle Antennae Search algorithm, so that it could search for a better solution while retaining the advantage of high efficiency. A modeling method which process attachments and pipelines separately is proposed to describe obstacles in complex layout space. In this method, the axis-aligned bounding box of attachment is computed first, and the grid matrix of attachment in bounding box is constructed then. Specifically, the interference of pipes is judged by the method of line segment intersection, on this basis, choosing the obstacle avoidance strategy of the current pipe which could fully utilize the layout space. Pipeline length and pressure loss are selected as the optimization objectives to construct the mathematical model of pipe layout. Finally, the feasibility of the proposed method is demonstrated with a simulation instance.</description><subject>Adaptive algorithms</subject><subject>Adaptive search techniques</subject><subject>Adaptive systems</subject><subject>Aerospace engines</subject><subject>Algorithms</subject><subject>Antennae</subject><subject>Layouts</subject><subject>Mathematical analysis</subject><subject>Mathematical models</subject><subject>Matrix methods</subject><subject>Model testing</subject><subject>Obstacle avoidance</subject><subject>Optimization</subject><subject>Pipes</subject><subject>Pressure loss</subject><subject>Search algorithms</subject><issn>0577-6686</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNotkM1rAjEUxHNoodb23Gug59V87G7c4yr2C4uFCj2GbPZFI5psk92C_esbsZd5wzC8gR9CD5RMeEXo9O19OWGEkSQTKvIrNCKFEFlZzsobdBvjnhBeCUZH6KuG4DNwW-sAf9gO8Eqd_NDjddfbo_1VvfUOz1WEFidTtyrlP4DnAP0BcO16cE4B_gQV9A7Xh60Ptt8d79C1UYcI9_93jDZPy83iJVutn18X9SrTtCjyTEOVcw3cAFSNLrmoVAugFRXMQEtmWhPTMGIYL6BpmdaM8Lw0glPOaMP4GD1e3nbBfw8Qe7n3Q3BpUbKCFpTTPCepNb20dPAxBjCyC_aowklSIs_AZAImz8CSyASM_wEJrGBy</recordid><startdate>2020</startdate><enddate>2020</enddate><creator>Jiapeng, YU</creator><creator>Hexiang, YUAN</creator><creator>Yonghua, YANG</creator><creator>Shuo, ZHANG</creator><creator>Qiang, FEI</creator><general>Chinese Mechanical Engineering Society (CMES)</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>L7M</scope></search><sort><creationdate>2020</creationdate><title>Aero-engine Pipe Layout Optimization Based on Adaptive Beetle Antennae Search Algorithm</title><author>Jiapeng, YU ; Hexiang, YUAN ; Yonghua, YANG ; Shuo, ZHANG ; Qiang, FEI</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1554-ce943ce3fee9bc6379adeeca172fed08cc0fb20f235ebd2cc20346f731321b23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adaptive algorithms</topic><topic>Adaptive search techniques</topic><topic>Adaptive systems</topic><topic>Aerospace engines</topic><topic>Algorithms</topic><topic>Antennae</topic><topic>Layouts</topic><topic>Mathematical analysis</topic><topic>Mathematical models</topic><topic>Matrix methods</topic><topic>Model testing</topic><topic>Obstacle avoidance</topic><topic>Optimization</topic><topic>Pipes</topic><topic>Pressure loss</topic><topic>Search algorithms</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jiapeng, YU</creatorcontrib><creatorcontrib>Hexiang, YUAN</creatorcontrib><creatorcontrib>Yonghua, YANG</creatorcontrib><creatorcontrib>Shuo, ZHANG</creatorcontrib><creatorcontrib>Qiang, FEI</creatorcontrib><collection>CrossRef</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Ji xie gong cheng xue bao</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jiapeng, YU</au><au>Hexiang, YUAN</au><au>Yonghua, YANG</au><au>Shuo, ZHANG</au><au>Qiang, FEI</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Aero-engine Pipe Layout Optimization Based on Adaptive Beetle Antennae Search Algorithm</atitle><jtitle>Ji xie gong cheng xue bao</jtitle><date>2020</date><risdate>2020</risdate><volume>56</volume><issue>20</issue><spage>174</spage><pages>174-</pages><issn>0577-6686</issn><abstract>Aiming at the low layout efficiency and space utilization in the design process of aero-engine external pipeline system, an automatic pipe layout method based on adaptive beetle antennae search algorithm is proposed. This method adds an adaptive variable step size mechanism to the original Beetle Antennae Search algorithm, so that it could search for a better solution while retaining the advantage of high efficiency. A modeling method which process attachments and pipelines separately is proposed to describe obstacles in complex layout space. In this method, the axis-aligned bounding box of attachment is computed first, and the grid matrix of attachment in bounding box is constructed then. Specifically, the interference of pipes is judged by the method of line segment intersection, on this basis, choosing the obstacle avoidance strategy of the current pipe which could fully utilize the layout space. Pipeline length and pressure loss are selected as the optimization objectives to construct the mathematical model of pipe layout. 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subjects | Adaptive algorithms Adaptive search techniques Adaptive systems Aerospace engines Algorithms Antennae Layouts Mathematical analysis Mathematical models Matrix methods Model testing Obstacle avoidance Optimization Pipes Pressure loss Search algorithms |
title | Aero-engine Pipe Layout Optimization Based on Adaptive Beetle Antennae Search Algorithm |
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