Optimal disc brake design for reducing squeal instability using slip-dependent complex eigenvalue analysis

•Proposal of the new optimization methodology for squeal reduction in a brake system.•Applying the slip-dependent stability analysis combining with the model-based design.•Targeting maximum squeal instability reduction during entire braking scenario.•Effectiveness verified by comparing the average m...

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Veröffentlicht in:Mechanical systems and signal processing 2022-09, Vol.177, p.109240, Article 109240
Hauptverfasser: Yoon, Jungro, Park, Joosang, Min, Seungjae
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container_title Mechanical systems and signal processing
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creator Yoon, Jungro
Park, Joosang
Min, Seungjae
description •Proposal of the new optimization methodology for squeal reduction in a brake system.•Applying the slip-dependent stability analysis combining with the model-based design.•Targeting maximum squeal instability reduction during entire braking scenario.•Effectiveness verified by comparing the average maximum power of each design. This paper proposes an improved disc brake system optimization method for squeal instability reduction using slip-dependent eigenvalue results. Although complex eigenvalue analysis is widely used for minimizing brake squeal instability, conventional optimization approaches still have the limitation of not being able to reflect slip rate-varying squeal instability characteristics. While relative angular velocity between the pad and disc declines due to braking, disc brake system instability gradually increases up to a specific peak velocity point and decreases until the vehicle stops, which means a maximum instability point exists during the braking process. Therefore, instability optimization should target the prevention of a maximum value during a braking scenario. The proposed optimization formulation is conducted considering maximum instability during full braking. To obtain braking time profiles, a model-based design method is employed and utilized instead of full finite element transient dynamic analysis to reduce computational cost. Kriging surrogate modeling is also used for solving the optimization problem and better express the multi-variable squeal problem. The proposed optimal design method produces minimal squeal instability during the full vehicle braking time range. The effectiveness of the proposed disc brake optimal design is demonstrated via acceleration power value comparison of the structure acceleration with that derived by conventional optimization approach.
doi_str_mv 10.1016/j.ymssp.2022.109240
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This paper proposes an improved disc brake system optimization method for squeal instability reduction using slip-dependent eigenvalue results. Although complex eigenvalue analysis is widely used for minimizing brake squeal instability, conventional optimization approaches still have the limitation of not being able to reflect slip rate-varying squeal instability characteristics. While relative angular velocity between the pad and disc declines due to braking, disc brake system instability gradually increases up to a specific peak velocity point and decreases until the vehicle stops, which means a maximum instability point exists during the braking process. Therefore, instability optimization should target the prevention of a maximum value during a braking scenario. The proposed optimization formulation is conducted considering maximum instability during full braking. To obtain braking time profiles, a model-based design method is employed and utilized instead of full finite element transient dynamic analysis to reduce computational cost. Kriging surrogate modeling is also used for solving the optimization problem and better express the multi-variable squeal problem. The proposed optimal design method produces minimal squeal instability during the full vehicle braking time range. 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This paper proposes an improved disc brake system optimization method for squeal instability reduction using slip-dependent eigenvalue results. Although complex eigenvalue analysis is widely used for minimizing brake squeal instability, conventional optimization approaches still have the limitation of not being able to reflect slip rate-varying squeal instability characteristics. While relative angular velocity between the pad and disc declines due to braking, disc brake system instability gradually increases up to a specific peak velocity point and decreases until the vehicle stops, which means a maximum instability point exists during the braking process. Therefore, instability optimization should target the prevention of a maximum value during a braking scenario. The proposed optimization formulation is conducted considering maximum instability during full braking. To obtain braking time profiles, a model-based design method is employed and utilized instead of full finite element transient dynamic analysis to reduce computational cost. Kriging surrogate modeling is also used for solving the optimization problem and better express the multi-variable squeal problem. The proposed optimal design method produces minimal squeal instability during the full vehicle braking time range. The effectiveness of the proposed disc brake optimal design is demonstrated via acceleration power value comparison of the structure acceleration with that derived by conventional optimization approach.</description><subject>Acceleration</subject><subject>Angular velocity</subject><subject>Braking</subject><subject>Complex eigenvalue analysis</subject><subject>Cost analysis</subject><subject>Design optimization</subject><subject>Design techniques</subject><subject>Disc brakes</subject><subject>Eigenvalues</subject><subject>Finite element method</subject><subject>Friction-induced vibration</subject><subject>Model-based design</subject><subject>Optimization</subject><subject>Slip</subject><subject>Squeal instability</subject><subject>Stability</subject><subject>Stability analysis</subject><subject>Surrogate modeling</subject><issn>0888-3270</issn><issn>1096-1216</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kE1rwzAMhs3YYN3HL9jFsHM623Fi97DDKPuCQi_b2SS2UpylSWYlZfn3c5udBwIJ6X2F9BByx9mSM54_1Mtpj9gvBRMidlZCsjOyiEWecMHzc7JgWuskFYpdkivEmjG2kixfkHrbD35fNNR5tLQMxRdQB-h3La26QAO40fp2R_F7hKjyLQ5F6Rs_THTE06DxfeKgh9ZBO1Db7fsGfij4HbSHohmBFm3RTOjxhlxURYNw-5evyefL88f6LdlsX9_XT5vECs2HRFshQCrlOE-ZzQFUKWVZphq0qhRTOlMZSChjVIWSjEmeWcWFcKByrXl6Te7nvX3o4tU4mLobQzwCjYiCTGdMyqhKZ5UNHWKAyvQhggiT4cwcoZranKCaI1QzQ42ux9kF8YGDh2DQemgtOB_ADsZ1_l__Lziagq0</recordid><startdate>20220901</startdate><enddate>20220901</enddate><creator>Yoon, Jungro</creator><creator>Park, Joosang</creator><creator>Min, Seungjae</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20220901</creationdate><title>Optimal disc brake design for reducing squeal instability using slip-dependent complex eigenvalue analysis</title><author>Yoon, Jungro ; Park, Joosang ; Min, Seungjae</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c281t-8c22e477d1130c6ee7b44bb38e87f7078575e4eb4ebfa7400415c7122de768813</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Acceleration</topic><topic>Angular velocity</topic><topic>Braking</topic><topic>Complex eigenvalue analysis</topic><topic>Cost analysis</topic><topic>Design optimization</topic><topic>Design techniques</topic><topic>Disc brakes</topic><topic>Eigenvalues</topic><topic>Finite element method</topic><topic>Friction-induced vibration</topic><topic>Model-based design</topic><topic>Optimization</topic><topic>Slip</topic><topic>Squeal instability</topic><topic>Stability</topic><topic>Stability analysis</topic><topic>Surrogate modeling</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yoon, Jungro</creatorcontrib><creatorcontrib>Park, Joosang</creatorcontrib><creatorcontrib>Min, Seungjae</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics &amp; Communications Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Mechanical systems and signal processing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yoon, Jungro</au><au>Park, Joosang</au><au>Min, Seungjae</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optimal disc brake design for reducing squeal instability using slip-dependent complex eigenvalue analysis</atitle><jtitle>Mechanical systems and signal processing</jtitle><date>2022-09-01</date><risdate>2022</risdate><volume>177</volume><spage>109240</spage><pages>109240-</pages><artnum>109240</artnum><issn>0888-3270</issn><eissn>1096-1216</eissn><abstract>•Proposal of the new optimization methodology for squeal reduction in a brake system.•Applying the slip-dependent stability analysis combining with the model-based design.•Targeting maximum squeal instability reduction during entire braking scenario.•Effectiveness verified by comparing the average maximum power of each design. This paper proposes an improved disc brake system optimization method for squeal instability reduction using slip-dependent eigenvalue results. Although complex eigenvalue analysis is widely used for minimizing brake squeal instability, conventional optimization approaches still have the limitation of not being able to reflect slip rate-varying squeal instability characteristics. While relative angular velocity between the pad and disc declines due to braking, disc brake system instability gradually increases up to a specific peak velocity point and decreases until the vehicle stops, which means a maximum instability point exists during the braking process. Therefore, instability optimization should target the prevention of a maximum value during a braking scenario. The proposed optimization formulation is conducted considering maximum instability during full braking. To obtain braking time profiles, a model-based design method is employed and utilized instead of full finite element transient dynamic analysis to reduce computational cost. Kriging surrogate modeling is also used for solving the optimization problem and better express the multi-variable squeal problem. The proposed optimal design method produces minimal squeal instability during the full vehicle braking time range. The effectiveness of the proposed disc brake optimal design is demonstrated via acceleration power value comparison of the structure acceleration with that derived by conventional optimization approach.</abstract><cop>Berlin</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.ymssp.2022.109240</doi></addata></record>
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subjects Acceleration
Angular velocity
Braking
Complex eigenvalue analysis
Cost analysis
Design optimization
Design techniques
Disc brakes
Eigenvalues
Finite element method
Friction-induced vibration
Model-based design
Optimization
Slip
Squeal instability
Stability
Stability analysis
Surrogate modeling
title Optimal disc brake design for reducing squeal instability using slip-dependent complex eigenvalue analysis
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