An Implementation of Measurement System Analysis for IoT-Based Waste Management Development
A measurement system is a process that consists of standards, employees, and methods for measuring particular quality characteristics. Measurement System Analysis (MSA) attempts to evaluate a measuring system's precision, accuracy, and consistency so that clients receive high-quality goods. The...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Universitas Syiah Kuala
2022-12-01
|
| Series: | Jurnal Rekayasa Elektrika |
| Subjects: | |
| Online Access: | https://jurnal.unsyiah.ac.id/JRE/article/view/26910 |
| _version_ | 1797955749642502144 |
|---|---|
| author | Heru Wijanarko Ari Wira Saputra Ika Karlina Laila Nur Suciningtyas Rifqi Amalya Fatekha |
| author_facet | Heru Wijanarko Ari Wira Saputra Ika Karlina Laila Nur Suciningtyas Rifqi Amalya Fatekha |
| author_sort | Heru Wijanarko |
| collection | DOAJ |
| description | A measurement system is a process that consists of standards, employees, and methods for measuring particular quality characteristics. Measurement System Analysis (MSA) attempts to evaluate a measuring system's precision, accuracy, and consistency so that clients receive high-quality goods. The previous study implements the MSA for machinery and industrial lines, electronics manufacturing, agricultural and poultry, aviation, and even employee monitoring and inspection. Elsewhere, waste management has problems, especially with capacity measurement instruments and weight sensors. This study aims to: (i) build an IoT-based waste management system; and (ii) evaluate the developed system by implementing the MSA technique, focusing on measurement equipment. The Gauge Repeatability and Reproducibility (GRR) Study Type 1, the (GRR) Study, and the Analysis of Variance (ANOVA) are conducted to evaluate the measurement instrument of the waste management system. The study findings that the total variance of the GRR is 20.95 %, and the distinct categories are 6. Thus, as the Automotive Industry Action Group (AIAG) GRR recommendation, the measuring system is marginal (acceptable in certain conditions). Moreover, the ANOVA result indicates that interaction and operators did not affect measurement outcomes because the blue dots remain inside the acceptable range. |
| first_indexed | 2024-04-10T23:39:02Z |
| format | Article |
| id | doaj.art-1da5c346166a4e2ab4f2b7f7a34d7917 |
| institution | Directory Open Access Journal |
| issn | 1412-4785 2252-620X |
| language | English |
| last_indexed | 2024-04-10T23:39:02Z |
| publishDate | 2022-12-01 |
| publisher | Universitas Syiah Kuala |
| record_format | Article |
| series | Jurnal Rekayasa Elektrika |
| spelling | doaj.art-1da5c346166a4e2ab4f2b7f7a34d79172023-01-11T13:49:20ZengUniversitas Syiah KualaJurnal Rekayasa Elektrika1412-47852252-620X2022-12-0118410.17529/jre.v18i4.2691015100An Implementation of Measurement System Analysis for IoT-Based Waste Management DevelopmentHeru Wijanarko0Ari Wira Saputra1Ika Karlina Laila Nur Suciningtyas2Rifqi Amalya Fatekha3Politeknik Negeri BatamPoliteknik Negeri BatamPoliteknik Negeri BatamPoliteknik Negeri BatamA measurement system is a process that consists of standards, employees, and methods for measuring particular quality characteristics. Measurement System Analysis (MSA) attempts to evaluate a measuring system's precision, accuracy, and consistency so that clients receive high-quality goods. The previous study implements the MSA for machinery and industrial lines, electronics manufacturing, agricultural and poultry, aviation, and even employee monitoring and inspection. Elsewhere, waste management has problems, especially with capacity measurement instruments and weight sensors. This study aims to: (i) build an IoT-based waste management system; and (ii) evaluate the developed system by implementing the MSA technique, focusing on measurement equipment. The Gauge Repeatability and Reproducibility (GRR) Study Type 1, the (GRR) Study, and the Analysis of Variance (ANOVA) are conducted to evaluate the measurement instrument of the waste management system. The study findings that the total variance of the GRR is 20.95 %, and the distinct categories are 6. Thus, as the Automotive Industry Action Group (AIAG) GRR recommendation, the measuring system is marginal (acceptable in certain conditions). Moreover, the ANOVA result indicates that interaction and operators did not affect measurement outcomes because the blue dots remain inside the acceptable range.https://jurnal.unsyiah.ac.id/JRE/article/view/26910msagauge r&ranovaiotwaste management |
| spellingShingle | Heru Wijanarko Ari Wira Saputra Ika Karlina Laila Nur Suciningtyas Rifqi Amalya Fatekha An Implementation of Measurement System Analysis for IoT-Based Waste Management Development Jurnal Rekayasa Elektrika msa gauge r&r anova iot waste management |
| title | An Implementation of Measurement System Analysis for IoT-Based Waste Management Development |
| title_full | An Implementation of Measurement System Analysis for IoT-Based Waste Management Development |
| title_fullStr | An Implementation of Measurement System Analysis for IoT-Based Waste Management Development |
| title_full_unstemmed | An Implementation of Measurement System Analysis for IoT-Based Waste Management Development |
| title_short | An Implementation of Measurement System Analysis for IoT-Based Waste Management Development |
| title_sort | implementation of measurement system analysis for iot based waste management development |
| topic | msa gauge r&r anova iot waste management |
| url | https://jurnal.unsyiah.ac.id/JRE/article/view/26910 |
| work_keys_str_mv | AT heruwijanarko animplementationofmeasurementsystemanalysisforiotbasedwastemanagementdevelopment AT ariwirasaputra animplementationofmeasurementsystemanalysisforiotbasedwastemanagementdevelopment AT ikakarlinalailanursuciningtyas animplementationofmeasurementsystemanalysisforiotbasedwastemanagementdevelopment AT rifqiamalyafatekha animplementationofmeasurementsystemanalysisforiotbasedwastemanagementdevelopment AT heruwijanarko implementationofmeasurementsystemanalysisforiotbasedwastemanagementdevelopment AT ariwirasaputra implementationofmeasurementsystemanalysisforiotbasedwastemanagementdevelopment AT ikakarlinalailanursuciningtyas implementationofmeasurementsystemanalysisforiotbasedwastemanagementdevelopment AT rifqiamalyafatekha implementationofmeasurementsystemanalysisforiotbasedwastemanagementdevelopment |