Data on dimensional and geometric accuracy for laser-based powder bed fusion of PA12 (PA2200) (doi:10.18710/DHACHZ)

View:

Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Data on dimensional and geometric accuracy for laser-based powder bed fusion of PA12 (PA2200)

doi:10.18710/DHACHZ

DataverseNO

2021-09-02

1

Leirmo, Torbjørn Langedahl, 2021, "Data on dimensional and geometric accuracy for laser-based powder bed fusion of PA12 (PA2200)", https://doi.org/10.18710/DHACHZ, DataverseNO, V1, UNF:6:zWMScrs6/prUJvWHGRdF/Q== [fileUNF]

Data on dimensional and geometric accuracy for laser-based powder bed fusion of PA12 (PA2200)

Raw data from an experiment designed to investigate the effect of part build orientation and location

doi:10.18710/DHACHZ

Leirmo, Torbjørn Langedahl (NTNU – Norwegian University of Science and Technology)

NTNU – Norwegian University of Science and Technology

2020-07-09

Zeiss Calypso

DataverseNO

NTNU – Norwegian University of Science and Technology

Leirmo, Torbjørn Langedahl

Leirmo, Torbjørn Langedahl

2021-07-01

https://doi.org/10.18710/DHACHZ

Engineering, Additive Manufacturing, Tolerance engineering, Accuracy, PA12, Selective Laser Sintering, Laser-based powder bed fusion

This dataset contains measurements of dimensional- and geometric accuracy in laser-based powder bed fusion, with relevant background data. The experiment was conducted to investigate the effect of part build orientation on the dimensional- and geometric accuracy. The experiment was conducted at NTNU in Gjøvik where 135 specimens were produced over 3 builds alongside 372 additional parts not included in the main study. An elaborate build layout was designed to enable analysis of part position as well as orientation in the build chamber. An EOSINT P395 machine was used with a 50/50 blend of virgin and recycled PA12 polymer powder (PA2200 provided by EOS). The specimens were measured in a Zeiss Duramax coordinate measuring machine for minimum measurement error.

2020-06-22-2020-07-09

Experimental data

Leirmo, T. L. and Semeniuta, O. (2021) Investigating the Dimensional and Geometric Accuracy of Laser-Based Powder Bed Fusion of PA2200 (PA12): Experiment Design and Execution, Applied Sciences, 11(5), pp. 2031. doi: https://doi.org/10.3390/app11052031.

10.3390/app11052031

Leirmo, T. L. and Semeniuta, O. (2021) Investigating the Dimensional and Geometric Accuracy of Laser-Based Powder Bed Fusion of PA2200 (PA12): Experiment Design and Execution, Applied Sciences, 11(5), pp. 2031. doi: https://doi.org/10.3390/app11052031.

• Number of cases: 56700

• No. of variables per record: 52

• Type of File: text/tab-separated-values

UNF:6:XBrII7exRpYE8HJFmU1rxA==

• Number of cases: 141

• No. of variables per record: 1

• Type of File: text/tab-separated-values

UNF:6:9SQmNM4HIeONd7Z8TC8O4Q==

• Number of cases: 135

• No. of variables per record: 1

• Type of File: text/tab-separated-values

UNF:6:Eq5V0MOzV7IqCvyz4OGYOQ==

• Number of cases: 4050

• No. of variables per record: 1

• Type of File: text/tab-separated-values

UNF:6:24seERxH9E1bSks1Dzw0gg==

• Number of cases: 4291

• No. of variables per record: 1

• Type of File: text/tab-separated-values

UNF:6:NV7BIPLeFwCmoxTXmHYQMg==

• Number of cases: 4621

• No. of variables per record: 1

• Type of File: text/tab-separated-values

UNF:6:da+QblgEPFjzU/eTbvmDog==

• Number of cases: 8731

• No. of variables per record: 1

• Type of File: text/tab-separated-values

UNF:6:lUib18ueE0m5ACU+tJ2gVQ==

• Uuid - Uuid
• Status - Status
• Additional data - Additional data
• Characteristic - Characteristic
• Path - Path
• K1 Measured value - K1 Measured value
• K2 Comment - K2 Comment
• K3 Order - K3 Order
• K4 Time/Date - K4 Time/Date
• K5 Event - K5 Event
• K8 Operator - K8 Operator
• K9 Text - K9 Text
• K12 CMM Type - K12 CMM Type
• K14 Part ident - K14 Part ident
• K53 Order number - K53 Order number
• K96 Approval - K96 Approval
• K10020 Run - K10020 Run
• K10030 Software - K10030 Software
• K10031 Software revision - K10031 Software revision
• K10096 Measurement number - K10096 Measurement number
• K2001 Characteristic number - K2001 Characteristic number
• K2006 Control item - K2006 Control item
• K2008 Group type - K2008 Group type
• K2022 Decimal places - K2022 Decimal places
• K2073 Dimension of calibration master - K2073 Dimension of calibration master
• K2080 Characteristic status - K2080 Characteristic status
• K2097 Address text - K2097 Address text
• K2098 Address - K2098 Address
• K2100 Target value - K2100 Target value
• K2101 Nominal value - K2101 Nominal value
• K2110 Lower limit - K2110 Lower limit
• K2111 Upper limit - K2111 Upper limit
• K2112 Lower allowance - K2112 Lower allowance
• K2113 Upper allowance - K2113 Upper allowance
• K2120 Lower limit type - K2120 Lower limit type
• K2121 Upper limit type - K2121 Upper limit type
• K2142 Unit - K2142 Unit
• K2201 Process variation - K2201 Process variation
• K2342 Module - K2342 Module
• K2404 Gage resolution - K2404 Gage resolution
• K2504 Change status - K2504 Change status
• K2520 Reference system - K2520 Reference system
• K2540 Direction X - K2540 Direction X
• K2541 Direction Y - K2541 Direction Y
• K2542 Direction Z - K2542 Direction Z
• K2543 Position X - K2543 Position X
• K2544 Position Y - K2544 Position Y
• K2545 Position Z - K2545 Position Z
• K8014 Lower warning limit - K8014 Lower warning limit
• K8015 Upper warning limit - K8015 Upper warning limit
• K12009 Characteristic Specification - K12009 Characteristic Specification
• K12010 Characteristic type - K12010 Characteristic type
• Characteristic;Description;Comment - Characteristic;Description;Comment
• part_name;build;part_index;x_pos;y_pos;z_pos;angle;center_x;center_y;center_z - part_name;build;part_index;x_pos;y_pos;z_pos;angle;center_x;center_y;center_z
• Height;Build 1;Build 2;Build 3 - Height;Build 1;Build 2;Build 3
• Index;Time;Temperature;Humidity - Index;Time;Temperature;Humidity
• Index;Time;Temperature;Humidity - Index;Time;Temperature;Humidity
• Index;Time;Temperature;Humidity - Index;Time;Temperature;Humidity

f104153 Location:

Variable Format: character

Notes: UNF:6:TJO5qlesWQ7B8dg+NAg8ng==

f104153 Location:

Summary Statistics: Max. 3.0; Min. 1.0; Mean 2.1024691358024485; StDev 0.9947449562659814; Valid 56700.0

Variable Format: numeric

Notes: UNF:6:FlPVLCE/qZ6E2jqz//xdJQ==

f104153 Location:

Variable Format: character

Notes: UNF:6:O/lLVch8+0KG/b6RR8+CAA==

f104153 Location:

Variable Format: character

Notes: UNF:6:lSMacPJp6wplRoL2V9Cpsw==

f104153 Location:

Variable Format: character

Notes: UNF:6:3pltQD2QlBACFld160gI4w==

f104153 Location:

Summary Statistics: Mean 1520.9702328746191; Max. 6.38870941617909E7; Valid 56700.0; Min. -1.02002333680887E7; StDev 299987.66648663674

Variable Format: numeric

Notes: UNF:6:zp6pX/i+hFA5gKD0Sf+t1A==

f104153 Location:

Summary Statistics: Valid 0.0; Min. NaN; Mean NaN; StDev NaN; Max. NaN

Variable Format: numeric

Notes: UNF:6:3EVHZIAHOMAnEllcDDAXBA==

f104153 Location:

Summary Statistics: Mean 48.5; StDev 27.711665740582067; Max. 96.0; Valid 38880.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:LecCun987kv30WhxexkaaA==

f104153 Location:

Variable Format: character

Notes: UNF:6:q63M2iF29fh0blqcT62WUg==

f104153 Location:

Variable Format: character

Notes: UNF:6:hoiUZz4vwLfOelIl3qTvPQ==

f104153 Location:

Variable Format: character

Notes: UNF:6:O8jHL75TSl9jvwEhpf+yGQ==

f104153 Location:

Summary Statistics: Max. NaN; Mean NaN; Min. NaN; StDev NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:3EVHZIAHOMAnEllcDDAXBA==

f104153 Location:

Variable Format: character

Notes: UNF:6:z/jdKGJn62GFpfPquUShMA==

f104153 Location:

Summary Statistics: Max. 3.0; Valid 56700.0; Min. 1.0; Mean 2.0; StDev 0.8165037811691838;

Variable Format: numeric

Notes: UNF:6:L3rGSDoe9tf9Fbj8wRwIwg==

f104153 Location:

Variable Format: character

Notes: UNF:6:LDRKsBkPnkZ+okOBF3HN3g==

f104153 Location:

Variable Format: character

Notes: UNF:6:46RjrvshoKJQxBAWCOzuqQ==

f104153 Location:

Variable Format: character

Notes: UNF:6:lFESqLFl8vY19YnQ5MEzGw==

f104153 Location:

Variable Format: character

Notes: UNF:6:nsCwjUmCxTWPIH/UKktodA==

f104153 Location:

Variable Format: character

Notes: UNF:6:pQR183TIJ5N0M9cm+wJwOg==

f104153 Location:

Summary Statistics: Max. 3.0; Valid 56700.0; Mean 2.0024691358024675; Min. 1.0; StDev 0.8180107011983521;

Variable Format: numeric

Notes: UNF:6:6YUJwmaNDaScpQA3cMFqaA==

f104153 Location:

Summary Statistics: Mean 37.92499118165786; Max. 106.0; Min. 1.0; StDev 35.18734143290807; Valid 56700.0

Variable Format: numeric

Notes: UNF:6:PlPsLfjmhE4Fg7ha52LHgA==

f104153 Location:

Variable Format: character

Notes: UNF:6:a19DPufgCS2AMF+H87Kt6g==

f104153 Location:

Summary Statistics: Min. NaN; Valid 0.0; Max. NaN; StDev NaN; Mean NaN;

Variable Format: numeric

Notes: UNF:6:3EVHZIAHOMAnEllcDDAXBA==

f104153 Location:

Summary Statistics: Mean 3.0; Min. 3.0; StDev 0.0; Max. 3.0; Valid 56700.0

Variable Format: numeric

Notes: UNF:6:gKAbFzfWiSxJkofQQCvefQ==

f104153 Location:

Summary Statistics: Mean NaN; Max. NaN; Min. NaN; StDev NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:3EVHZIAHOMAnEllcDDAXBA==

f104153 Location:

Summary Statistics: Valid 405.0; Min. 1.0; Mean 1.0; StDev 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:x7Eq8NnYK0PLD4nHsia9/A==

f104153 Location:

Summary Statistics: Mean NaN; StDev NaN; Min. NaN; Max. NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:3EVHZIAHOMAnEllcDDAXBA==

f104153 Location:

Variable Format: character

Notes: UNF:6:lZz491BelSSATSzhTwsx9w==

f104153 Location:

Summary Statistics: Min. -24.089720201387; Max. 39.330007752663; Mean 6.612429308713099; StDev 13.158237004742919; Valid 56700.0

Variable Format: numeric

Notes: UNF:6:6guveMMNpc29h1vF87SEvg==

f104153 Location:

Summary Statistics: Max. 39.330007752663; StDev 13.158237004742919; Mean 6.612429308713099; Min. -24.089720201387; Valid 56700.0

Variable Format: numeric

Notes: UNF:6:6guveMMNpc29h1vF87SEvg==

f104153 Location:

Summary Statistics: Mean 6.668469435314359; Min. -24.139720201387; Valid 51030.0; Max. 39.280007752663; StDev 13.509042144344702

Variable Format: numeric

Notes: UNF:6:E3/N0/ofIDHzPQ2UHQjy3A==

f104153 Location:

Summary Statistics: Max. 39.380007752663; Mean 6.803390070234994; StDev 13.546396108461334; Valid 51030.0; Min. -24.039720201387

Variable Format: numeric

Notes: UNF:6:Oya0BH6YbLhAoypT/Eje1A==

f104153 Location:

Summary Statistics: Max. 0.0; Mean -0.04246031746031752; Valid 51030.0; Min. -0.200000000000002; StDev 0.04922762848519944;

Variable Format: numeric

Notes: UNF:6:xNnRby0g1pVszd4CxDF2Kg==

f104153 Location:

Summary Statistics: StDev 0.033963116048679874; Valid 51030.0; Min. 0.05; Mean 0.09246031746031752; Max. 0.200000000000002;

Variable Format: numeric

Notes: UNF:6:vT/HmTo/rUv5f2YZWhzIkg==

f104153 Location:

Variable Format: character

Notes: UNF:6:qu1Q1B4JVWDghmsS++b+Nw==

f104153 Location:

Variable Format: character

Notes: UNF:6:QAtoVNqmF8NeYna86XdY4w==

f104153 Location:

Variable Format: character

Notes: UNF:6:lEN3Pan9CJb0l4SV3ZwXYA==

f104153 Location:

Summary Statistics: Min. NaN; Valid 0.0; Mean NaN; StDev NaN; Max. NaN

Variable Format: numeric

Notes: UNF:6:3EVHZIAHOMAnEllcDDAXBA==

f104153 Location:

Summary Statistics: Valid 0.0; Min. NaN; Max. NaN; Mean NaN; StDev NaN;

Variable Format: numeric

Notes: UNF:6:3EVHZIAHOMAnEllcDDAXBA==

f104153 Location:

Summary Statistics: Max. NaN; Mean NaN; Valid 0.0; Min. NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:3EVHZIAHOMAnEllcDDAXBA==

f104153 Location:

Summary Statistics: StDev 0.0; Max. 3.0; Mean 3.0; Valid 340.0; Min. 3.0;

Variable Format: numeric

Notes: UNF:6:zXN/RkqMNcdXDm4nNV0Sgg==

f104153 Location:

Summary Statistics: StDev NaN; Mean NaN; Valid 0.0; Max. NaN; Min. NaN

Variable Format: numeric

Notes: UNF:6:3EVHZIAHOMAnEllcDDAXBA==

f104153 Location:

Summary Statistics: Mean -0.01596739585710129; StDev 0.3581949255877047; Min. -1.0; Max. 1.0; Valid 56700.0;

Variable Format: numeric

Notes: UNF:6:BbpWlwu3P+FxfnmHVEEkFw==

f104153 Location:

Summary Statistics: Max. 0.999998585921916; StDev 0.29479473258592753; Valid 56700.0; Mean 0.00603178010744647; Min. -0.999998585921916

Variable Format: numeric

Notes: UNF:6:ZlfWgEFBEyKKf3Gk5WdGaQ==

f104153 Location:

Summary Statistics: Min. -0.999995910701694; Mean 0.5852582198548828; StDev 0.6648199211966966; Valid 56700.0; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:AHrcLrrLDWM4wajHrzXogg==

f104153 Location:

Summary Statistics: Max. 39.5606365227952; Mean 11.91647494934308; StDev 20.06092239251797; Min. -27.656372954129; Valid 56700.0;

Variable Format: numeric

Notes: UNF:6:8dogr7cD30ITehaW3e9rMQ==

f104153 Location:

Summary Statistics: Min. -27.5898987362402; Valid 56700.0; StDev 14.833633524204192; Max. 23.5824382906175; Mean -2.530386322312147

Variable Format: numeric

Notes: UNF:6:vXtLeXRc9o2pOttL2Ayicg==

f104153 Location:

Summary Statistics: StDev 4.224361397769263; Max. 14.0000084813039; Mean 7.882562406793016; Min. -2.79377293359236; Valid 56700.0;

Variable Format: numeric

Notes: UNF:6:giUQqyslcM8lXy575lz5Mw==

f104153 Location:

Summary Statistics: Valid 26730.0; Mean 12.730714376509228; StDev 16.468899975145273; Min. -24.139720201387; Max. 39.280007752663

Variable Format: numeric

Notes: UNF:6:Q7QVRBqatAsYqJYyN9uzWA==

f104153 Location:

Summary Statistics: Min. -24.039720201387; Mean 6.803390070234994; Max. 39.380007752663; StDev 13.546396108461334; Valid 51030.0

Variable Format: numeric

Notes: UNF:6:Oya0BH6YbLhAoypT/Eje1A==

f104153 Location:

Variable Format: character

Notes: UNF:6:WH78HwMJlrvjc5mI+g6t0Q==

f104153 Location:

Variable Format: character

Notes: UNF:6:kDj1hWnZappLIcfK5Cf87Q==

f104163 Location:

Variable Format: character

Notes: UNF:6:9SQmNM4HIeONd7Z8TC8O4Q==

f104156 Location:

Variable Format: character

Notes: UNF:6:Eq5V0MOzV7IqCvyz4OGYOQ==

f104158 Location:

Variable Format: character

Notes: UNF:6:24seERxH9E1bSks1Dzw0gg==

f104157 Location:

Variable Format: character

Notes: UNF:6:NV7BIPLeFwCmoxTXmHYQMg==

f104161 Location:

Variable Format: character

Notes: UNF:6:da+QblgEPFjzU/eTbvmDog==

f104159 Location:

Variable Format: character

Notes: UNF:6:lUib18ueE0m5ACU+tJ2gVQ==

Label:

00_ReadMe.txt

Text:

ReadMe-file describing the dataset.

text/plain

Label:

03_Build_information.pdf

Text:

Build information including start- and end time for each build, and weather data.

application/pdf