Monitoring DC Motor Based On LoRa and IOT

Dimas Ahmad Nur Kholis Suhermanto, Widi Aribowo, Hisham A. Shehadeh, Reza Rahmadian, Mahendra Widyartono, Ayusta Lukita Wardani, Aditya Chandra Hermawan

Abstract


Electrical energy efficiency is a dynamic in itself that continues to be driven by electrical energy providers. In this work, long-range (LoRa) technology is used to monitor DC motors. In the modern world, IoT is becoming increasingly prevalent. Embedded systems are now widely used in daily life. More can be done remotely in terms of control and monitoring. LoRa is a new technology discovered and developing rapidly. LoRa technology addresses the need for battery-operated embedded devices. LoRa technology is a long-range, low-power technology. In this investigation, a LoRa transmitter and a LoRa receiver were employed. This study employed a range of cases to test the LoRa device. In the first instance, there are no barriers, whereas there are in the second instance. The results of the two trials showed that the LoRa transmitter and receiver had successful communication. In this study, the room temperature is used to control DC motors. So that the DC motor's speed adjusts to fluctuations in the room's temperature. Additionally, measuring tools and the sensors utilised in this investigation were contrasted. The encoder sensor and the INA 219 sensor were the two measured sensors employed in this study. According to the findings of the experiment, the tool was functioning properly.

Keywords


LoRa; Long-Range; DC Motor; IOT; INA219.

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References


M. Anitha and L. S. Kumar, “Development of an IoT-Enabled Air Pollution Monitoring and Air Purifier System,” MAPAN, pp. 1–20, 2023.

A. M. Avi, M. S. Rana, M. B. Bedar, and M. A. Talukder, “An android application and speech recognition-based IoT-enabled deployment using NodeMCU for elderly individuals,” Bull. Electr. Eng. Informatics, vol. 12, no. 5, pp. 2763–2776, 2023.

H. R. Khan, M. H. bin Khalid, U. Alam, M. Atiq, U. Qidwai, and S. A. Qazi, “Dataset of usage pattern and energy analysis of an Internet of Things-enabled ceiling fan,” Data Br., vol. 46, p. 108900, 2023.

A. Rehman, A. R. Syed, I. U. Khan, A. A. Mustafa, M. B. Anwer, and U. A. Ali, “IoT-enabled smart socket,” Wirel. Pers. Commun., vol. 116, pp. 1151–1169, 2021.

M. Radonjić, Ž. Zečević, and B. Krstajić, “An IoT system for real-time monitoring of DC motor overload,” Electronics, vol. 11, no. 10, p. 1555, 2022.

A. S. Aashrith, C. Manaswini, G. Preetham, B. S. Panigrahi, and P. K. Sarangi, “Automatic Crop Securing System Using IoT,” in 2022 5th International Conference on Computational Intelligence and Networks (CINE), pp. 1–4, 2022.

W. Aribowo, B. Suprianto, and U. T. Kartini, “Cooperation search algorithm for tuning automatic voltage regulator system,” Int J Power Electron Drive Syst, vol. 13, no. 3, pp. 1761–1769, 2022.

A. Ma’arif and N. R. Setiawan, “Control of DC motor using integral state feedback and comparison with PID: simulation and arduino implementation,” J. Robot. Control, vol. 2, no. 5, pp. 456–461, 2021, doi: 10.18196/jrc.25122.

E. Eker, M. Kayri, S. Ekinci, and D. Izci, “A new fusion of ASO with SA algorithm and its applications to MLP training and DC motor speed control,” Arab. J. Sci. Eng., vol. 46, no. 4, pp. 3889–3911, 2021, doi: https://doi.org/10.1007/s13369-020-05228-5.

P. Rajesh, F. H. Shajin, and G. K. Kumaran, “An efficient IWOLRS control technique of brushless DC motor for torque ripple minimization,” Appl. Sci. Eng. Prog., vol. 15, no. 3, p. 5514, 2022.

R. Afifa, S. Ali, M. Pervaiz, and J. Iqbal, “Adaptive backstepping integral sliding mode control of a mimo separately excited DC motor,” Robotics, vol. 12, no. 4, p. 105, 2023.

D. Saputra, A. Ma’arif, H. Maghfiroh, P. Chotikunnan, and S. N. Rahmadhia, “Design and Application of PLC-based Speed Control for DC Motor Using PID with Identification System and MATLAB Tuner,” Int. J. Robot. Control Syst., vol. 3, no. 2, 2023.

N. V Martyushev et al., “Review of Methods for Improving the Energy Efficiency of Electrified Ground Transport by Optimizing Battery Consumption,” Energies, vol. 16, no. 2, p. 729, 2023.

F. S. Hafez et al., “Energy efficiency in sustainable buildings: a systematic review with taxonomy, challenges, motivations, methodological aspects, recommendations, and pathways for future research,” Energy Strateg. Rev., vol. 45, p. 101013, 2023.

M. H. Alsharif, A. Jahid, A. H. Kelechi, and R. Kannadasan, “Green IoT: A review and future research directions,” Symmetry (Basel)., vol. 15, no. 3, p. 757, 2023.

X. Dai, W. Shang, J. Liu, M. Xue, and C. Wang, “Achieving better indoor air quality with IoT systems for future buildings: Opportunities and challenges,” Sci. Total Environ., p. 164858, 2023.

S. Ding, A. Tukker, and H. Ward, “Opportunities and risks of internet of things (IoT) technologies for circular business models: A literature review,” J. Environ. Manage., vol. 336, p. 117662, 2023.

J. Q. Kadhim, I. A. Aljazaery, and H. T. H. S. ALRikabi, “Enhancement of online education in engineering college based on mobile wireless communication networks and IoT,” Int. J. Emerg. Technol. Learn., vol. 18, no. 1, p. 176, 2023.

F. Chaparro B, M. Pérez, and D. Mendez, “A Communication Framework for Image Transmission through LPWAN Technology,” Electronics, vol. 11, no. 11, p. 1764, 2022.

E. U. Ogbodo, A. M. Abu-Mahfouz, and A. M. Kurien, “A survey on 5G and LPWAN-IoT for improved smart cities and remote area applications: From the aspect of architecture and security,” Sensors, vol. 22, no. 16, p. 6313, 2022.

M. Nurgaliyev, A. Saymbetov, Y. Yashchyshyn, N. Kuttybay, and D. Tukymbekov, “Prediction of energy consumption for LoRa based wireless sensors network,” Wirel. Networks, vol. 26, pp. 3507–3520, 2020.

A. M. C. Drăgulinescu, A. F. Manea, O. Fratu, and A. Drăgulinescu, “LoRa-based medical IoT system architecture and testbed,” Wirel. Pers. Commun., pp. 1–23, 2020.

K. Lin and T. Hao, “Experimental link quality analysis for LoRa-based wireless underground sensor networks,” IEEE Internet Things J., vol. 8, no. 8, pp. 6565–6577, 2020.

A. Gkamas, “LoRa Technology Benefits in Educational Institutes,” in Internet of Things, Infrastructures and Mobile Applications: Proceedings of the 13th IMCL Conference 13, pp. 413–424, 2021.

M. Ayoub Kamal, M. M. Alam, A. A. B. Sajak, and M. Mohd Su’ud, “Requirements, deployments, and challenges of LoRa technology: A survey,” Comput. Intell. Neurosci., vol. 2023, 2023.

V. Narayandas, A. Maruthavanan, and R. Dugyala, “Energy efficient better approach to mobile Ad hoc networking (BATMAN) using LoRa technology,” Int. J. Syst. Assur. Eng. Manag., pp. 1–13, 2023.

S. Gupta and I. Snigdh, “Clustering in Lora networks, an energy-conserving perspective,” Wirel. Pers. Commun., vol. 122, no. 1, pp. 197–210, 2022.

A. R. Askhedkar and B. S. Chaudhari, “Multi-Armed Bandit Algorithm Policy for LoRa Network Performance Enhancement,” J. Sens. Actuator Networks, vol. 12, no. 3, p. 38, 2023.

T. Sugiura, K. Yamamura, Y. Watanabe, S. Yamakiri, and N. Nakano, “Circuits and devices for standalone large-scale integration (LSI) chips and Internet of Things (IoT) applications: A Review,” Chip, p. 100048, 2023.

S. Mathur, A. Kalla, G. Gür, M. K. Bohra, and M. Liyanage, “A Survey on Role of Blockchain for IoT: Applications and Technical Aspects,” Comput. Networks, vol. 227, p. 109726, 2023.

M. Bhavsar, K. Roy, J. Kelly, and O. Olusola, “Anomaly-based intrusion detection system for IoT application,” Discov. Internet Things, vol. 3, no. 1, p. 5, 2023.

A. awad Mohamed, L. Abualigah, A. Alburaikan, and H. A. E.-W. Khalifa, “AOEHO: a new hybrid data replication method in fog computing for IoT application,” Sensors, vol. 23, no. 4, p. 2189, 2023.

W. W. S. Chung, S. Tariq, S. R. Mohandes, and T. Zayed, “IoT-based application for construction site safety monitoring,” Int. J. Constr. Manag., vol. 23, no. 1, pp. 58–74, 2023.

N. Hou, X. Xia, and Y. Zheng, “Jamming of LoRa PHY and countermeasure,” ACM Trans. Sens. Networks, vol. 19, no. 4, pp. 1–27, 2023.

H. Gao, Z. Huang, X. Zhang, and H. Yang, “Research and Design of a Decentralized Edge-Computing-Assisted LoRa Gateway,” Futur. Internet, vol. 15, no. 6, p. 194, 2023.

X. Huan, W. Chen, T. Wang, H. Hu, and Y. Zheng, “A One-Way Time Synchronization Scheme for Practical Energy-Efficient LoRa Network Based on Reverse Asymmetric Framework,” IEEE Trans. Commun., 2023.

A. Gamage, J. Liando, C. Gu, R. Tan, M. Li, and O. Seller, “LMAC: Efficient carrier-sense multiple access for LoRa,” ACM Trans. Sens. Networks, vol. 19, no. 2, pp. 1–27, 2023.

M. N. Soorki, H. Aghajari, S. Ahmadinabi, H. B. Babadegani, C. Chaccoury, and W. Saad, “Catch Me If You Can: Deep Meta-RL for Search-and-Rescue using LoRa UAV Networks,” arXiv Prepr. arXiv2306.02911, 2023.

Q. Zhou, K. Zheng, L. Hou, J. Xing, and R. Xu, “Design and implementation of open LoRa for IoT,” Ieee Access, vol. 7, pp. 100649–100657, 2019.

R. O. Andrade and S. G. Yoo, “A comprehensive study of the use of LoRa in the development of smart cities,” Appl. Sci., vol. 9, no. 22, p. 4753, 2019.

K. Nakamura et al., “A LoRa-based protocol for connecting IoT edge computing nodes to provide small-data-based services,” Digit. Commun. Networks, vol. 8, no. 3, pp. 257–266, 2022.

H. Alahmadi, F. Bouabdallah, and A. Al-Dubai, “A novel time-slotted LoRa MAC protocol for scalable IoT networks,” Futur. Gener. Comput. Syst., vol. 134, pp. 287–302, 2022.

F. Sánchez Sutil and A. Cano-Ortega, “Smart public lighting control and measurement system using LoRa network,” Electronics, vol. 9, no. 1, p. 124, 2020.

S. Sherif, W. H. Tan, C. P. Ooi, A. Sherif, and S. Mansor, “LoRa driven medical adherence system,” Bull. Electr. Eng. informatics, vol. 9, no. 6, pp. 2294–2301, 2020.

A. Cano-Ortega and F. Sánchez-Sutil, “Performance optimization LoRa network by artificial bee colony algorithm to determination of the load profiles in dwellings,” Energies, vol. 13, no. 3, p. 517, 2020.

O. A. Saraereh, A. Alsaraira, I. Khan, and P. Uthansakul, “Performance evaluation of UAV-enabled LoRa networks for disaster management applications,” Sensors, vol. 20, no. 8, p. 2396, 2020.

N. J. B. Florita, A. N. M. Senatin, A. M. A. Zabala, and W. M. Tan, “Opportunistic LoRa-based gateways for delay-tolerant sensor data collection in urban settings,” Comput. Commun., vol. 154, pp. 410–432, 2020.

R. Ronen and B. Ben-Moshe, “Cyberattack on flight safety: detection and mitigation using LoRa,” Sensors, vol. 21, no. 13, p. 4610, 2021.

F. Sánchez-Sutil and A. Cano-Ortega, “Design and testing of a power analyzer monitor and programming device in industries with a lora lpwan network,” Electronics, vol. 10, no. 4, p. 453, 2021.

N. C. A. Sallang, M. T. Islam, M. S. Islam, and H. Arshad, “A CNN-Based Smart Waste Management System Using TensorFlow Lite and LoRa-GPS Shield in Internet of Things Environment,” IEEE Access, vol. 9, pp. 153560–153574, 2021.

B. Dammak, M. Turki, S. Cheikhrouhou, M. Baklouti, R. Mars, and A. Dhahbi, “Lorachaincare: An iot architecture integrating blockchain and lora network for personal health care data monitoring,” Sensors, vol. 22, no. 4, p. 1497, 2022.

M. I. Z. Azhar Muzafar, A. Mohd Ali, and S. Zulkifli, “A study on lora sx1276 performance in iot health monitoring,” Wirel. Commun. Mob. Comput., vol. 2022, 2022.

P. D. P. Adi and Y. Wahyu, “The error rate analyze and parameter measurement on LoRa communication for health monitoring,” Microprocess. Microsyst., vol. 98, p. 104820, 2023.

N. Verma, S. Singh, and D. Prasad, “Performance analysis and comparison of Machine Learning and LoRa-based Healthcare model,” Neural Comput. Appl., vol. 35, no. 17, pp. 12751–12761, 2023.

A. Liccardo, F. Bonavolontà, M. Balato, and C. Petrarca, “Lora-Based Smart Sensor for PD Detection in Underground Electrical Substations,” IEEE Trans. Instrum. Meas., vol. 71, pp. 1–13, 2022.

A. A. Fadhil and A. Aljanaby, “Simulation of Connecting the Smart Energy Meters of the Residential Houses to Reduce the Load on Electrical Distribution Transformers Using Lora Technology Based on Iot,” J. Eng. Sci. Technol., vol. 18, no. 2, pp. 1222–1236, 2023.

A. Karatagi, R. Shubham, R. C. Biradar, and G. D. Devanagavi, “Integrating Electric Vehicle (EV) in Waste Management for Garbage Collection using LoRa Technology,” in 2022 6th International Conference on Intelligent Computing and Control Systems (ICICCS), pp. 121–128, 2022.

F. Sanchez-Sutil and A. Cano-Ortega, “Development and implementation of a PQ analyser to monitoring public lighting installations with a LoRa wireless system,” Internet of Things, vol. 22, p. 100711, 2023.

N. E. Guevara, Y. H. Bolaños, J. P. Diago, and J. M. Segura, “Development of a low-cost IoT system based on LoRaWAN for monitoring variables related to electrical energy consumption in low voltage networks,” HardwareX, vol. 12, p. e00330, 2022.

A. Dimitrievski et al., “Rural healthcare IoT architecture based on low-energy LoRa,” Int. J. Environ. Res. Public Health, vol. 18, no. 14, p. 7660, 2021.

M. Lazaro, A. Lazaro, R. Villarino, and D. Girbau, “Smart face mask with an integrated heat flux sensor for fast and remote people’s healthcare monitoring,” Sensors, vol. 21, no. 22, p. 7472, 2021.

S. Promput, S. Maithomklang, and C. Panya-isara, “Design and Analysis Performance of IoT-Based Water Quality Monitoring System using LoRa Technology,” TEM J., vol. 12, no. 1, 2023.

L. K. Baghel, S. Gautam, V. K. Malav, and S. Kumar, “TEMPSENSE: LoRa enabled integrated sensing and localization solution for water quality monitoring,” IEEE Trans. Instrum. Meas., vol. 71, pp. 1–11, 2022.

S. Sendra, L. Parra, J. M. Jimenez, L. Garcia, and J. Lloret, “LoRa-based network for water quality monitoring in coastal areas,” Mob. Networks Appl., pp. 1–17, 2022.

H.-Y. Miao, C.-T. Yang, E. Kristiani, H. Fathoni, Y.-S. Lin, and C.-Y. Chen, “On Construction of a Campus Outdoor Air and Water Quality Monitoring System Using LoRaWAN,” Appl. Sci., vol. 12, no. 10, p. 5018, 2022.

M. S. Philip and P. Singh, “Adaptive transmit power control algorithm for dynamic lora nodes in water quality monitoring system,” Sustain. Comput. Informatics Syst., vol. 32, p. 100613, 2021.

W. Chen et al., “Research and design of distributed IoT water environment monitoring system based on LoRa,” Wirel. Commun. Mob. Comput., vol. 2021, pp. 1–13, 2021.

D. Perdana, J. Naufal, and I. Alinursafa, “Performance Evaluation of River Water Quality Monitoring Using Lora Connectivity with Fuzzy Algorithm,” Int. J. Comput. Commun. Control, vol. 16, no. 4, 2021.

A. Ray Chowdhury, A. Pramanik, and G. C. Roy, “IoT and LoRa based smart underground coal mine monitoring system,” Microsyst. Technol., pp. 1–20, 2023.

P. P. Kumar, P. S. Paul, and M. Ananda, “Development of LoRa Communication System for Effective Transmission of Data from Underground Coal Mines,” Processes, vol. 11, no. 6, p. 1691, 2023.

Y. Yin, X. Zhang, R. Lan, X. Sun, K. Wang, and T. Ma, “Gait Recognition Algorithm of Coal Mine Personnel Based on LoRa,” Appl. Sci., vol. 13, no. 12, p. 7289, 2023.

S.-T. Chen, C.-W. Lan, S.-S. Lin, and C.-T. Liao, “An Evaluation of Self-Built Low-Power Wide-Area Network Based on LoRa,” J. Comput., vol. 33, no. 5, pp. 73–82, 2022.

P. Malik, N. Bilandi, and A. Gupta, “Narrow band-IoT and long-range technology of IoT smart communication: Designs and challenges,” Comput. Ind. Eng., p. 108572, 2022.

A. R. Askhedkar, B. S. Chaudhari, M. Abdelhaq, R. Alsaqour, R. Saeed, and M. Zennaro, “LoRa Communication Using TVWS Frequencies: Range and Data Rate,” Futur. Internet, vol. 15, no. 8, p. 270, 2023.

I. Cheikh, R. Aouami, E. Sabir, M. Sadik, and S. Roy, “Multi-layered energy efficiency in LoRa-WAN networks: A tutorial,” IEEE Access, vol. 10, pp. 9198–9231, 2022.

A. B. Bomgni, H. M. Ali, M. Shuaib, and Y. Mtopi Chebu, “Multihop Uplink Communication Approach Based on Layer Clustering in LoRa Networks for Emerging IoT Applications,” Mob. Inf. Syst., vol. 2023, 2023.

L. Moiroux-Arvis, C. Cariou, and J.-P. Chanet, “Evaluation of LoRa technology in 433-MHz and 868-MHz for underground to aboveground data transmission,” Comput. Electron. Agric., vol. 194, p. 106770, 2022.

R. Anzum et al., “A multiwall path-loss prediction model using 433 MHz LoRa-WAN frequency to characterize foliage’s influence in a Malaysian palm oil plantation environment,” Sensors, vol. 22, no. 14, p. 5397, 2022.

G. A. Kumar et al., “Hybrid Architecture Based System for the Establishment of Sustainable Environment in a Construction Site with 433 MHz LoRa and 2.4 GHz Zigbee,” Sustainability, vol. 14, no. 10, p. 6280, 2022.

S. Gupta and I. Snigdh, “Applying Bayesian belief in LoRa: smart parking case study,” J. Ambient Intell. Humaniz. Comput., vol. 14, no. 6, pp. 7857–7870, 2023.

W. Aribowo, B. Suprianto, and A. Prapanca, “A novel modified dandelion optimizer with application in power system stabilizer,” Int J Artif Intell, vol. 12, no. 4, pp. 2033–2041, 2023.

W. Aribowo, B. Suprianto, U. T. Kartini, and A. L. Wardani, “Optimal tuning proportional integral derivative controller on direct current motor using reptile search algorithm,” Int. J. Electr. Comput. Eng., vol. 13, no. 5, pp. 4901–4908, 2023.




DOI: https://doi.org/10.18196/jrc.v5i1.19642

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Copyright (c) 2024 Dimas Ahmad Nur Kholis Suhermanto, Widi Aribowo, Hisham A. Shehadeh, Reza Rahmadian, Mahendra - Widyartono, Ayusta Lukita Wardani, Aditya Chandra Hermawan

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