Evaluating Axle and Leaf Spring Sensor Setup Methods for Weight Sensing on Lorry

This study investigates the optimal configuration of sensors for lorry weight sensing undertaking a comparative study of strain gauge setups on the lorry axle and leaf spring respectively to provide comparative insights on sensor setup not done in previous research. These sensors were strategically...

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Published in:2024 IEEE 7th International Conference on Electrical, Electronics, and System Engineering: Dissemination and Advancement of Engineering Education using Artificial Intelligence, ICEESE 2024
Main Author: Gelet S.S.; Ng K.M.; Zaman F.H.K.; Abdullah S.A.C.; Mazalan L.
Format: Conference paper
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85217376427&doi=10.1109%2fICEESE62315.2024.10828557&partnerID=40&md5=22387d38929963be0d432548f298baae
id 2-s2.0-85217376427
spelling 2-s2.0-85217376427
Gelet S.S.; Ng K.M.; Zaman F.H.K.; Abdullah S.A.C.; Mazalan L.
Evaluating Axle and Leaf Spring Sensor Setup Methods for Weight Sensing on Lorry
2024
2024 IEEE 7th International Conference on Electrical, Electronics, and System Engineering: Dissemination and Advancement of Engineering Education using Artificial Intelligence, ICEESE 2024


10.1109/ICEESE62315.2024.10828557
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85217376427&doi=10.1109%2fICEESE62315.2024.10828557&partnerID=40&md5=22387d38929963be0d432548f298baae
This study investigates the optimal configuration of sensors for lorry weight sensing undertaking a comparative study of strain gauge setups on the lorry axle and leaf spring respectively to provide comparative insights on sensor setup not done in previous research. These sensors were strategically attached on axles and leaf spring. Two setups were studied namely setup of strain gauges at front axle and setup of strain gauges at leaf spring. Signals from these sensors were processed by signal conditioning circuit to produce output in voltages that represent the weight being measured. Load tests were conducted, and the output voltages tabulated. The data was analyzed to look for linear and accurate measurements using linear regression. The coefficient of determination R2, standard error (SE) and sum square error (SS) from ANOVA were analyzed to seek the closest approximation to true weight. Based on the results, it is determined that placing the strain gauge at the front axle produced the most linear and accurate measurements among the two setups. This may imply that attaching strain gauge to axle may provide more reliable strain measurements for weight sensing. © 2024 IEEE.
Institute of Electrical and Electronics Engineers Inc.

English
Conference paper

author Gelet S.S.; Ng K.M.; Zaman F.H.K.; Abdullah S.A.C.; Mazalan L.
spellingShingle Gelet S.S.; Ng K.M.; Zaman F.H.K.; Abdullah S.A.C.; Mazalan L.
Evaluating Axle and Leaf Spring Sensor Setup Methods for Weight Sensing on Lorry
author_facet Gelet S.S.; Ng K.M.; Zaman F.H.K.; Abdullah S.A.C.; Mazalan L.
author_sort Gelet S.S.; Ng K.M.; Zaman F.H.K.; Abdullah S.A.C.; Mazalan L.
title Evaluating Axle and Leaf Spring Sensor Setup Methods for Weight Sensing on Lorry
title_short Evaluating Axle and Leaf Spring Sensor Setup Methods for Weight Sensing on Lorry
title_full Evaluating Axle and Leaf Spring Sensor Setup Methods for Weight Sensing on Lorry
title_fullStr Evaluating Axle and Leaf Spring Sensor Setup Methods for Weight Sensing on Lorry
title_full_unstemmed Evaluating Axle and Leaf Spring Sensor Setup Methods for Weight Sensing on Lorry
title_sort Evaluating Axle and Leaf Spring Sensor Setup Methods for Weight Sensing on Lorry
publishDate 2024
container_title 2024 IEEE 7th International Conference on Electrical, Electronics, and System Engineering: Dissemination and Advancement of Engineering Education using Artificial Intelligence, ICEESE 2024
container_volume
container_issue
doi_str_mv 10.1109/ICEESE62315.2024.10828557
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85217376427&doi=10.1109%2fICEESE62315.2024.10828557&partnerID=40&md5=22387d38929963be0d432548f298baae
description This study investigates the optimal configuration of sensors for lorry weight sensing undertaking a comparative study of strain gauge setups on the lorry axle and leaf spring respectively to provide comparative insights on sensor setup not done in previous research. These sensors were strategically attached on axles and leaf spring. Two setups were studied namely setup of strain gauges at front axle and setup of strain gauges at leaf spring. Signals from these sensors were processed by signal conditioning circuit to produce output in voltages that represent the weight being measured. Load tests were conducted, and the output voltages tabulated. The data was analyzed to look for linear and accurate measurements using linear regression. The coefficient of determination R2, standard error (SE) and sum square error (SS) from ANOVA were analyzed to seek the closest approximation to true weight. Based on the results, it is determined that placing the strain gauge at the front axle produced the most linear and accurate measurements among the two setups. This may imply that attaching strain gauge to axle may provide more reliable strain measurements for weight sensing. © 2024 IEEE.
publisher Institute of Electrical and Electronics Engineers Inc.
issn
language English
format Conference paper
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record_format scopus
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