PURPOSES : In this study, an existing speed-controlled Marshall stability tester was systemized as an Internet of Things(IoT) system. The Marshall stability test data were transmitted to the cloud in real-time, and an IoT optional-controlled board capable of additional load and displacement control was proposed. METHODS : The IoT systemization was built based on an improvement of an IoT height measuring system, the re-verification of standard samples for comparative analysis, and the development of a wireless IG-IoT board. The developed wireless Induk-GeoTS(IG)-IoT board was compared with existing commercial data logger using displacement- and load- calibration equipment. After the conformity of the developed wireless IoT board was established, a urethane standard sample was reproduced and verified using the recipe presented in a previous study to conduct a round-robin test. In addition, the adequacy of the speed, load, and displacement control tests for the optional-controlled characteristics was verified. the round-robin test for the Marshall stability and deformation strength and the comparative test of indirect tensile strength with the existing Marshall tester were performed using the re-verified standard sample. RESULTS : The improved two-point IoT height measurement system reduced the average relative error by 2.11% relative to the one-point measurement. From the re-verification results of the regenerated urethane standard sample, it was suitable with relative error of 3.65% in the loading elastic modulus and 4.07% in the unloading elastic modulus, compared to the existing standard sample. From the comparative analysis of the developed wireless IG-IoT board and existing commercial data logger, it was confirmed that the wireless IoT board could be reliably used, based on the average relative error of the wireless IoT board, 0.64% and that of the data logger, 3.79% in terms of the displacement(flow value) and an average relative error of 0.78% for the wireless IoT board and 0.79% for the data logger in terms of the load(stability). By analyzing the optional-controlled characteristics, it was found that the Marshall stability speed control conditions were satisfied based on the error results, with an average relative value of 2.96% under deformation strength test condition of 30mm/min, 3.23% under the indirect tensile strength test condition of 50mm/min, and 2.6% under the Marshall stability test condition of 50.8mm/min. It was also found that proper control characteristics were obtained, with an average relative error of 0.72% within the experimental load range in the load control conditions, and an average relative error of 2.4% in the experimental displacement range in the displacement control conditions. The results from the round-robin Marshall stability and deformation strength testing to verify the applicability of the IoT optional-controlled board show that the data were reliable based on the 3σ quality control method. In addition, by comparing the results of the indirect tensile strength tests, the usability of the wireless IG-IoT board was verified, with an average relative error of 0.96%. CONCLUSIONS : The IoT height measuring system was improved, and a wireless IG-IoT board that can transmit test data to a cloud platform was developed. The usability of the developed wireless IoT board was verified by round-robin testing using a re-verified urethane specimen. The IG-IoT optional-controlled board extends the verified wireless IG-IoT board, it was developed and validated for not only the existing speed control, but also for load, and displacement control.

아스팔트 포장의 배합설계 방법에서 사용하고 있는 마샬시험 장치는 다짐장치와 안정도 헤드의 주요한 두 부분으로 이루어져 있다. 다짐장치는 시료의 공극과 다짐도에 영향을 미치며 안정도헤드는 마샬안정도와 흐름치에 영향을 주기 때문에 다짐장치의 규격과 타격에너지, 안정도헤드의 형상은 어떠한 경우라도 일치하여야 배합설계시 최적아스팔트 함량을 정확하게 분석 할 수 있다. 그러나, 본 연구의 결과에 의하면 국내에서 사용되고 있는 마샬시험 장치는 서로 다른 규격과 형상을 가지고 있음은 물론, 각 기관마다 다짐장치를 설치하는 조건과 각 제조회사 장치의 받침목이 서로 상이하여 시험 결과의 오차는 물론 아스팔트 포장의 공용성에도 크게 영향을 미치기 때문에 마샬시험 장치의 범 국가적인 재정비가 필요한 것으로 나타났다.

아스팔트 포장의 배합설계 방법에서 사용하고 있는 마샬시험 장치는 다짐장치와 안정도 헤드의 주요한 두 부분으로 이루어져 있다. 다짐장치는 시료의 공극과 다짐도에 영향을 미치며 안정도헤드는 마샬안정도와 흐름치에 영향을 주기 때문에 다짐장치의 규격과 타격에너지, 안정도헤드의 형상은 어떠한 경우라도 일치하여야 배합설계시 최적아스팔트 함량을 정확하게 분석 할 수 있다. 그러나, 본 연구의 결과에 의하면 국내에서 사용되고 있는 마샬시험 장치는 서로 다른 규격과 형상을 가지고 있음은 물론, 각 기관마다 다짐장치를 설치하는 조건과 각 제조회사 장치의 받침목이 서로 상이하여 시험 결과의 오차는 물론 아스팔트 포장의 공용성에도 크게 영향을 미치기 때문에 마샬시험 장치의 범 국가적인 재정비가 필요한 것으로 나타났다.