Modern Monitoring Instrument to Support Fishing Vessel Operation and Maintenance: A Review

M. Zaki Latif Abrori, Sigit D.P. Sidhi, Djoko Prasetyo


Determining the maintenance strategy for fishing vessels propulsion engines can use engine operational monitoring data. This data is used to prepare the implementation time, spare parts, labor, and costs. Unfortunately, many fishing vessels do not have this data. Currently, electronic devices are available for monitoring machine operations. This device is cheap, easy to use, takes responsibility for various physical quantity parameters, displays it on LCD, stores it digitally, and transmits data wirelessly. This paper aims to review the application of engine operational monitoring tools to apply to fishing vessel propulsion engines. The material used is scientific articles consisting of journals and proceedings indexed by online databases. Several keywords are used to obtain scientific articles that are suitable for the study. The method used is a literature review that is systematically reviewed by applying inclusion and exclusion. The results obtained in this article are the parameters for monitoring propulsion engines, namely temperature, pressure, rotational speed, and hours the engine runs. The monitoring device requires sensors to detect physical parameters, a microcontroller to process data, an LCD to display monitoring results, and memory to store data to obtain this data. The device supports wireless communication via Bluetooth or WiFi radio signal. Fishing vessels are operating in offshore areas that are not covered by internet networks as IoT communication transmissions. Further research on how to transmit operational engine data from offshore to onshore without an internet signal so that data can be accessed using the internet network.


Monitoring devices; maintenance tools; propulsion engines; fishing vessels.

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B. P. Statistics, “Statistics of marine and coastal resources 2016,” Statistics Indonesia, 2017.

Y. Praharsi, M. A. Jami’in, G. Suhardjito, and H.-M. Wee, “The Comparison of Characteristics Profile of the Traditional Fishing Boats in Lamongan, Probolinggo, and Pasuruan, Indonesia,” in International Conference on Industrial Engineering and Operations Management, 2019, pp. 2175–2185.

L. Bochary et al., “Cost Comparison for the Installation of Steel Frames vs Wooden Frames on a Traditional Wooden Fishing Boat in South Sulawesi,” in IOP Conference Series: Materials Science and Engineering, 2020, vol. 875, no. 1, p. 12080.

M. Natsir, A. A. Widodo, W. Wudianto, and S. Agnarsson, “Technical Eficiency of Fish Aggregating Devices Associated With Tuna Fishery in Kendari Fishing Port–Indonesia,” Indones. Fish. Res. J., vol. 23, no. 2, pp. 97–105, 2018.

A. Basith, H. Prayitno, A. Saputra, and Z. R. Fadly, “Productivity and Profit-Sharing System Cantrang Fisheries in Eretan Kulon Indramayu District West Java Indonesia,” Int. J. Eng. Sci., vol. 7, no. 12, pp. 46–51, 2018.

S. Yuniarta, P. A. M. van Zwieten, R. A. Groeneveld, S. H. Wisudo, and E. C. Van Ierland, “Uncertainty in catch and effort data of small-and medium-scale tuna fisheries in Indonesia: Sources, operational causes and magnitude,” Fish. Res., vol. 193, pp. 173–183, 2017.

A. Consilvio, A. Di Febbraro, R. Meo, and N. Sacco, “Risk-based optimal scheduling of maintenance activities in a railway network,” EURO J. Transp. Logist., vol. 8, no. 5, pp. 435–465, 2019.

T. Yu, C. Zhu, Q. Chang, and J. Wang, “Imperfect corrective maintenance scheduling for energy efficient manufacturing systems through online task allocation method,” J. Manuf. Syst., vol. 53, pp. 282–290, 2019.

F. B.-S. Tayeb, K. Benatchba, and A.-E. Messiaid, “Game theory-based integration of scheduling with flexible and periodic maintenance planning in the permutation flowshop sequencing problem,” Oper. Res., vol. 18, no. 1, pp. 221–255, 2018.

K. Hamdan, M. Tavangar, and M. Asadi, “Optimal preventive maintenance for repairable weighted k-out-of-n systems,” Reliab. Eng. Syst. Saf., vol. 205, p. 107267, 2021.

S. Alaswad and Y. Xiang, “A review on condition-based maintenance optimization models for stochastically deteriorating system,” Reliab. Eng. Syst. Saf., vol. 157, pp. 54–63, 2017.

S. Sajid, A. Haleem, S. Bahl, M. Javaid, T. Goyal, and M. Mittal, “Data science applications for predictive maintenance and materials science in context to Industry 4.0,” Mater. Today Proc., 2021.

M. Tahan, E. Tsoutsanis, M. Muhammad, and Z. A. A. Karim, “Performance-based health monitoring, diagnostics and prognostics for condition-based maintenance of gas turbines: A review,” Appl. Energy, vol. 198, pp. 122–144, 2017.

X. Zhao, Z. Liang, A. Parlikad, and M. Xie, “Dynamic imperfect condition-based maintenance for systems subject to nonlinear degradation paths,” Ind. Maint. Reliab. Manchester, UK 12-15 June, 2018, p. 190, 2018.

H. Jin, F. Han, and Y. Sang, “An optimal maintenance strategy for multi-state deterioration systems based on a semi-Markov decision process coupled with simulation technique,” Mech. Syst. Signal Process., vol. 139, p. 106570, 2020.

X. Han, Z. Wang, M. Xie, Y. He, Y. Li, and W. Wang, “Remaining useful life prediction and predictive maintenance strategies for multi-state manufacturing systems considering functional dependence,” Reliab. Eng. Syst. Saf., vol. 210, p. 107560, 2021.

I. Ejaz, M. Alvarado, N. Gautam, N. Gebraeel, and M. Lawley, “Condition-Based Maintenance for Queues With Degrading Servers,” IEEE Trans. Autom. Sci. Eng., vol. 16, no. 4, pp. 1750–1762, 2019.

A. H. de Andrade Melani, C. A. Murad, M. A. de Carvalho MichalsNi, A. C. Netto, G. F. M. de Souza, and S. In. Nabeta, “Updating a Hydro Power Plant Monitoring System Through Failure Modes and Symptoms Analysis,” 2019.

M. Fonte, L. Reis, V. Infante, and M. Freitas, “Failure analysis of cylinder head studs of a four stroke marine diesel engine,” Eng. Fail. Anal., vol. 101, pp. 298–308, 2019.

Y. Zhongda, “Borescope Inspection Management for Engine,” IOP Conf. Ser. Earth Environ. Sci., vol. 128, p. 12013, 2018.

Y. Xu et al., “An anomaly detection and dynamic energy performance evaluation method for HVAC systems based on data mining,” Sustain. Energy Technol. Assessments, vol. 44, p. 101092, 2021.

M. N. Awang, Z. Zali, N. A. M. Noor, and R. S. Nursal, “Main Propulsion Marine Diesel Engine Condition Based Maintenance Monitoring Using Ultrasound Signal,” in Advancement in Emerging Technologies and Engineering Applications, Springer, 2020, pp. 175–187.

A. Murty, M. Satyanarayana, and I. Devi, “Compressor Health Monitoring using IOT,” Int. J. Mech. Prod. Eng. Res. Dev., vol. 8, no. 3, pp. 117–124, 2019.

A. Angius, M. Colledani, and A. Yemane, “Impact of condition based maintenance policies on the service level of multi-stage manufacturing systems,” Control Eng. Pract., vol. 76, pp. 65–78, 2018.

E. OliveiraJr and R. T. Geraldi, “Defect Types and Software Inspection Techniques: A Systematic Mapping Study,” J. Comput. Sci., vol. 13, no. 10 SE-Review Article, Oct. 2017.

I. Ardiansah, N. Bafdal, E. Suryadi, and A. Bono, “Greenhouse monitoring and automation using arduino: A review on precision farming and Internet of Things (IoT),” Int. J. Adv. Sci. Eng. Inf. Technol., vol. 10, no. 2, pp. 703–709, 2020.

S. W. Prakosa, M. Faisal, Y. Adhitya, J.-S. Leu, M. Köppen, and C. Avian, “Design and Implementation of LoRa Based IoT Scheme for Indonesian Rural Area,” Electronics, vol. 10, no. 1, p. 77, 2021.

Z. Muslimin, A. Siswanto, I. C. Gunadin, and M. Anshar, “Real Time Monitoring of Salinity Gradient and Solar Pond Temperatures,” in MATEC Web of Conferences, 2020, vol. 331.

M. Frei, C. Deb, R. Stadler, Z. Nagy, and A. Schlueter, “Wireless sensor network for estimating building performance,” Autom. Constr., vol. 111, p. 103043, 2020.

H. Burtscher, T. H. Lutz, and A. Mayer, “A new periodic technical inspection for particle emissions of vehicles,” Emiss. Control Sci. Technol., vol. 5, no. 3, pp. 279–287, 2019.

J. S. Parra, B. Ospina, E. F. Mejía, M. L. Orozco-Gutierrez, and J. D. Bastidas-Rodríguez, “Microcontroller Based Low Cost and Modular Architecture for Photovoltaic Array Monitoring,” in 2018 IEEE International Conference on Environment and Electrical Engineering and 2018 IEEE Industrial and Commercial Power Systems Europe (EEEIC/I&CPS Europe), 2018, pp. 1–6.

E. S. Hadi, M. Iqbal, and A. W. B. Santosa, “Experimental Measurement of Floating Structure Motion Response Based on the Low-Cost Microcontroller in Towing Tank Laboratory,” Int. J. Mech. Eng. Technol. (IJMET, vol. 9, no. 10, pp. 614–624, 2018.

R. S. H. Saputra, Y. E. Priharanto, and M. Z. Latif A, “Failure Mode and Effect Analysis (FMEA) Applied for Risk Assessment of Fuel Oil System on Diesel Engine of Fishing Vessel,” ARPN J. Eng. Appl. Sci., vol. 13, no. 21, pp. 8414–8420, 2018.

J. Sun, L. Wang, J. Li, F. Li, J. Li, and H. Lu, “Online oil debris monitoring of rotating machinery: A detailed review of more than three decades,” Mech. Syst. Signal Process., vol. 149, p. 107341, 2021.

R. R. Das, S. Kakkad, and E. V. Kumar, “Diesel Engine Control and Protection Monitoring using PID Controller,” in 2019 Innovations in Power and Advanced Computing Technologies (i-PACT), 2019, vol. 1, pp. 1–6.

G. Khoobbakht, M. Karimi, and K. Kheiralipour, “Effects of biodiesel-ethanol-diesel blends on the performance indicators of a diesel engine: A study by response surface modeling,” Appl. Therm. Eng., vol. 148, pp. 1385–1394, 2019.

K. L. J. Kan et al., “Electric Waterjet Thruster Vessel Development–Concept, Charger, and Battery Monitoring,” in 2020 8th International Conference on Power Electronics Systems and Applications (PESA), 2020, pp. 1–7.

I. Visnjic, A. Neely, and M. Jovanovic, “The path to outcome delivery: Interplay of service market strategy and open business models,” Technovation, vol. 72, pp. 46–59, 2018.

Z. Idrees and L. Zheng, “Low cost air pollution monitoring systems: A review of protocols and enabling technologies,” J. Ind. Inf. Integr., vol. 17, p. 100123, 2020.

C. Titouna, F. Naït-Abdesselam, and A. Khokhar, “DODS: A distributed outlier detection scheme for wireless sensor networks,” Comput. Networks, vol. 161, pp. 93–101, 2019.

G. Loubet, A. Takacs, and D. Dragomirescu, “Implementation of a battery-free wireless sensor for cyber-physical systems dedicated to structural health monitoring applications,” IEEE access, vol. 7, pp. 24679–24690, 2019.

A. Noori, P. Mahbub, J. S. Parry, J. Davis, A. Lucieer, and M. Macka, “Portable device for continuous sensing with rapidly pulsed LEDs–Part 1: Rapid on-the-fly processing of large data streams using an open source microcontroller with field programmable gate array,” Measurement, vol. 146, pp. 749–757, 2019.

R. A. Alfatah, D. S. Al Musyafa, W. T. Adi, and S. W. Astuti, “A Prototype of Track Gauge and Cant Measurement Device for Curved Railroad by Using Microcontroller,” in 2nd International Symposium on Transportation Studies in Developing Countries (ISTSDC 2019), 2020, pp. 72–76.

J. Dalle, M. Elfirman, and M. Sufyan, “Microcontroller Based Water Measurement Level Prototype Using Fuzzy Logic Method,” TEM J., vol. 9, no. 2, 2020.

R. Liang, Y. Guo, L. Zhao, and Y. Gao, “Real-time monitoring implementation of PV/T façade system based on IoT,” J. Build. Eng., vol. 41, p. 102451, 2021.

M. Zouheir, M. Zniber, S. Qudsia, and T.-P. Huynh, “Real-time humidity sensing by integration of copper sulfide nanocomposite with low-cost and wireless Arduino platform,” Sensors Actuators A Phys., vol. 319, p. 112541, 2021.

M. Kheirkhahan et al., “A smartwatch-based framework for real-time and online assessment and mobility monitoring,” J. Biomed. Inform., vol. 89, pp. 29–40, 2019.

V. J. Jimenez, N. Bouhmala, and A. H. Gausdal, “Developing a predictive maintenance model for vessel machinery,” J. Ocean Eng. Sci., vol. 5, no. 4, pp. 358–386, 2020.

C. Capezza, S. Coleman, A. Lepore, B. Palumbo, and L. Vitiello, “Ship fuel consumption monitoring and fault detection via partial least squares and control charts of navigation data,” Transp. Res. Part D Transp. Environ., vol. 67, pp. 375–387, 2019.

C. Kandemir and M. Celik, “A human reliability assessment of marine auxiliary machinery maintenance operations under ship PMS and maintenance 4.0 concepts,” Cogn. Technol. Work, pp. 1–15, 2019.

D. Kurniawati, N. Putra, N. Abdullah, I. I. Hakim, and A. Nurrokhmat, “An experimental analysis of diesel fuel produced from HDPE (high-density polyethylene) waste using thermal and catalytic pyrolysis with passive heat pipe cooling system,” Therm. Sci. Eng. Prog., vol. 23, p. 100917, 2021.

X. Zhu, C. Zhong, and J. Zhe, “Lubricating oil conditioning sensors for online machine health monitoring–A review,” Tribol. Int., vol. 109, pp. 473–484, 2017.

N. D. S. A. Santos, V. R. Roso, and M. T. C. Faria, “Review of engine journal bearing tribology in start-stop applications,” Eng. Fail. Anal., vol. 108, p. 104344, 2020.

D. Kazienko and L. Chybowski, “Instantaneous rotational speed algorithm for locating malfunctions in marine diesel engines,” Energies, vol. 13, no. 6, p. 1396, 2020.

V. Karthickeyan, “Effect of combustion chamber bowl geometry modification on engine performance, combustion and emission characteristics of biodiesel fuelled diesel engine with its energy and exergy analysis,” Energy, vol. 176, pp. 830–852, 2019.

D. W. Sroyer, M. Z. L. Abrori, and S. D. P. Sidhi, “Maintenance of Freshwater Cooler in the Cooling System of Diesel Engine as a Electric Generator Driver in Navigation Ship of Ambon Class I Navigation,” AURELIA J., vol. 1, no. 1, pp. 1–11, 2019.

J. Wang, Z. Wang, F. Gu, X. Ma, J. Fei, and Y. Cao, “An Investigation into the Sensor Placement of a Marine Engine Lubrication System for Condition Monitoring,” in Advances in Asset Management and Condition Monitoring, Springer, 2020, pp. 573–582.

C. Dere and C. Deniz, “Effect analysis on energy efficiency enhancement of controlled cylinder liner temperatures in marine diesel engines with model based approach,” Energy Convers. Manag., vol. 220, p. 113015, 2020.

S. Wang, C. Liu, and Y. Zhou, “Study on Waste Heat Utilization Device of High-Temperature Freshwater in the Modern Marine Diesel Engine,” in IOP Conference Series: Earth and Environmental Science, 2018, vol. 111, no. 1, p. 12009.

I. Gritsuk et al., “Improving the Processes of Thermal Preparation of an Automobile Engine with Petrol and Gas Supply Systems (Vehicle Engine with Petrol and LPG Supplying Systems),” SAE Technical Paper, 2020.

V. Abbasi and V. S. Tabar, “Measurement and evaluation of produced energy by thermoelectric generator in vehicle,” Measurement, vol. 149, p. 107035, 2020.

Maximintegrated, “DS18B20 Programmable Resolution 1-Wire Digital Thermometer DS18B20 Programmable Resolution 1-Wire Digital Thermometer Absolute Maximum Ratings,” vol. 92. pp. 1–20, 2019.

A. O. Okpare, F. I. Anyasi, and D. Ebegba, “Design and Implementation of a Wireless Sensor Network for Monitoring Oil Pipeline,” Curr. J. Appl. Sci. Technol., pp. 1–13, 2019.

D. Darjat, S. Sulistyo, A. Triwiyatno, S. Sumardi, and I. Widiyantoro, “Experimental Set-up Design of SOFC Single Cell Performance Using Simple Furnace with Maximum Temperature of 1000 Degrees,” Eastern-European J. Enterp. Technol., vol. 1, no. 2, pp. 68–76, 2020.

S. J. M. Algayyim, A. P. Wandel, T. Yusaf, S. Al-Lwayzy, and I. Hamawand, “Impact of butanol-acetone mixture as a fuel additive on diesel engine performance and emissions,” Fuel, vol. 227, pp. 118–126, 2018.

A. Zare et al., “Emissions and performance with diesel and waste lubricating oil: A fundamental study into cold start operation with a special focus on particle number size distribution,” Energy Convers. Manag., vol. 209, p. 112604, 2020.

Y. Septiana, A. R. S. Munthe, D. D. S. Fatimah, and A. Latifah, “Prototype of decision support system for wind detection based on optocoupler and magnetic sensor,” in Journal of Physics: Conference Series, 2019, vol. 1402, no. 7, p. 77005.

G. Gabiña, L. Martin, O. C. Basurko, M. Clemente, S. Aldekoa, and Z. Uriondo, “Performance of marine diesel engine in propulsion mode with a waste oil-based alternative fuel,” Fuel, vol. 235, pp. 259–268, 2019.

R. Islam, M. Anantharaman, F. Khan, and V. Garaniya, “Reliability assessment of a main propulsion engine fuel oil system-what are the failure-prone components?,” TransNav Int. J. Mar. Navig. Saf. Sea Transp., vol. 13, no. 2, 2019.

R. Yarinezhad and S. N. Hashemi, “Increasing the lifetime of sensor networks by a data dissemination model based on a new approximation algorithm,” Ad Hoc Networks, vol. 100, p. 102084, 2020.

J. Poppe, R. N. Boute, and M. R. Lambrecht, “A hybrid condition-based maintenance policy for continuously monitored components with two degradation thresholds,” Eur. J. Oper. Res., vol. 268, no. 2, pp. 515–532, 2018.

X. Jin and G. Zhang, “Design and Realization of the electronic clock with E Ink screen,” in 2020 IEEE 4th Information Technology, Networking, Electronic and Automation Control Conference (ITNEC), 2020, vol. 1, pp. 2366–2369.

H. R. Iskandar, S. Basuki, M. R. Hidayat, A. D. Setiawan, D. Rukanda, and S. U. Prini, “Wireless Telemetry for Real-time Monitoring of Photovoltaic Application System using Monopole Antenna 3DRobotics Radio 915 MHz,” in 2019 IEEE 13th International Conference on Telecommunication Systems, Services, and Applications (TSSA), 2019, pp. 277–281.

M. D. Mudaliar and N. Sivakumar, “IoT based real time energy monitoring system using Raspberry Pi,” Internet of Things, vol. 12, p. 100292, 2020.

Z. Mumtaz, Z. Ilyas, A. Sohaib, S. Ullah, and H. A. Madni, “Design and Implementation of User-Friendly and Low-Cost Multiple-Application System for Smart City Using Microcontrollers,” arXiv Prepr. arXiv2010.07016, 2020.

A. D. Wickert, C. T. Sandell, B. Schulz, and G.-H. C. Ng, “Open-source Arduino-compatible data loggers designed for field research.,” Hydrol. Earth Syst. Sci., vol. 23, no. 4, 2019.

M. D. Khairunnas, E. Ariyanto, and S. Prabowo, “Design and implementation of smart bath water heater using arduino,” in 2018 6th International Conference on Information and Communication Technology (ICoICT), 2018, pp. 184–188.

I. T. F. de Resende et al., “Use of a solar low-cost open-source controlled plant for WCOEE synthesis based on eggshell catalyst,” Bioresour. Technol. Reports, vol. 11, p. 100430, 2020.

D. L. Zariatin, D. Rahmalina, E. Prasetyo, A. Suwandi, and M. Sumardi, “The effect of surface roughness of the impeller to the performance of pump as turbine pico power plant,” J. Mech. Eng. Sci., vol. 13, no. 1, pp. 4693–4703, 2019.

P. Sudira and R. E. Juwanto, “Design training kits CPI for vocational learning in industry 4.0,” Int. J. Recent Technol. Eng., 2019.

F. K. Pala and P. Mıhçı Türker, “The effects of different programming trainings on the computational thinking skills,” Interact. Learn. Environ., 2019.

K. Xu, Q. Chen, Y. Zhao, C. Ge, S. Lin, and J. Liao, “Cost-effective, wireless, and portable smartphone-based electrochemical system for on-site monitoring and spatial mapping of the nitrite contamination in water,” Sensors Actuators B Chem., vol. 319, p. 128221, 2020.

P. Visconti, R. de Fazio, P. Costantini, S. Miccoli, and D. Cafagna, “Arduino-Based Solution for In-CarAbandoned Infants’ Controlling Remotely Managed by Smartphone Application,” J. Commun. Softw. Syst., vol. 15, no. 2, pp. 89–100, 2019.

M. Krishnamoorthi and R. Malayalamurthi, “Experimental investigation on performance, emission behavior and exergy analysis of a variable compression ratio engine fueled with diesel-aegle marmelos oil-diethyl ether blends,” Energy, vol. 128, pp. 312–328, 2017.

S. Neumann, R. A. Varbanets, and O. I. Kyrylash, “Marine diesels working cycle monitoring on the base of IMES GmbH pressure sensors data,” Техническая эксплуатация водного транспорта проблемы и пути развития, no. 1–1, 2019.

I. Ahmad, M. F. Suhaimi, and N. A. N. Yusri, “Development of alcohol sensor detector with engine locking system for accident prevention,” in AIP Conference Proceedings, 2019, vol. 2129, no. 1, p. 20196.

E. Murdyantoro, A. W. W. Nugraha, A. W. Wardhana, A. Fadli, and M. I. Zulfa, “A review of LoRa technology and its potential use for rural development in Indonesia,” in AIP Conference Proceedings, 2019, vol. 2094, no. 1, p. 20011.

L. Zhang, Y.-C. Liang, and M. Xiao, “Spectrum sharing for Internet of Things: A survey,” IEEE Wirel. Commun., vol. 26, no. 3, pp. 132–139, 2018.

Y. Li and J. He, “Design of indoor environment monitoring system based on WiFi,” in 2018 2nd IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC), 2018, pp. 1–1845.

B. Yamamoto et al., “Received signal strength indication (RSSI) of 2.4 GHz and 5 GHz wireless local area network systems projected over land and sea for near-shore maritime robot operations,” J. Mar. Sci. Eng., vol. 7, no. 9, p. 290, 2019.

A. Stetco et al., “Machine learning methods for wind turbine condition monitoring: A review,” Renew. energy, vol. 133, pp. 620–635, 2019.

R. Senthilkumar, P. Venkatakrishnan, and N. Balaji, “Intelligent based novel embedded system based IoT enabled air pollution monitoring system,” Microprocess. Microsyst., vol. 77, p. 103172, 2020.

G. A. Francis, M. Dhinesh, J. A. Lijo, P. Hariprasad, and K. Balasubramanian, “IoT Based Vehicle Emission Monitoring System,” Int. J. Innov. Technol. Explor. Eng., vol. 8, pp. 410–412, 2019.

R. Firmansyah, M. Yusuf, P. P. S. Saputra, M. E. Prasetyo, F. M. Mochtar, and F. A. Kurniawan, “IoT Based Temperature Control System Using Node MCU ESP 8266,” in International Joint Conference on Science and Engineering (IJCSE 2020), 2020, pp. 401–407.

H. R. Choi, Y. S. Moon, J. J. Kim, J. K. Lee, K. B. Lee, and J. J. Shin, “Development of an IoT-based container tracking system for China’s Belt and Road (B&R) initiative,” Marit. Policy Manag., vol. 45, no. 3, pp. 388–402, Apr. 2018.

A. P. Montoya, F. A. Obando, J. A. Osorio, J. G. Morales, and M. Kacira, “Design and implementation of a low-cost sensor network to monitor environmental and agronomic variables in a plant factory,” Comput. Electron. Agric., vol. 178, p. 105758, 2020.

A. Martín-Garín, J. A. Millán-García, A. Baïri, J. Millán-Medel, and J. M. Sala-Lizarraga, “Environmental monitoring system based on an Open Source Platform and the Internet of Things for a building energy retrofit,” Autom. Constr., vol. 87, pp. 201–214, 2018.

K. M. Ramadan, M. J. Oates, J. M. Molina-Martinez, and A. Ruiz-Canales, “Design and implementation of a low cost photovoltaic soil moisture monitoring station for irrigation scheduling with different frequency domain analysis probe structures,” Comput. Electron. Agric., vol. 148, pp. 148–159, 2018.

N. Sugiartha, I. M. Sugina, I. D. G. A. T. Putra, M. A. Indraswara, and L. I. D. Suryani, “Development of an Arduino-based Data Acquisition Device for Monitoring Solar PV System Parameters,” in International Conference on Science and Technology (ICST 2018), 2018.

N. A. Hidayatullah et al., “Volcano multiparameter monitoring system based on Internet of Things (IoT),” Aust. J. Electr. Electron. Eng., vol. 17, no. 3, pp. 228–238, 2020.

S. Zhang and Z. Zhang, “Research on the field dynamic balance technologies for large diesel engine crankshaft system,” Shock Vib., vol. 2017, 2017.

M. Nazoktabar, K. Arshtabar, and H. Mohammadkhani, “Investigating the effect of coolant’s heat transfer type on thermostat placement,” J. Therm. Anal. Calorim., vol. 139, no. 4, pp. 2519–2526, 2020.

L. Özgür, V. K. Akram, M. Challenger, and O. Dağdeviren, “An IoT based smart thermostat,” in 2018 5th International Conference on Electrical and Electronic Engineering (ICEEE), 2018, pp. 252–256.

T. Alves, M. C. D’Carvalho, and R. S. Gonçalves, “Assist-as-needed control in a cable-actuated robot for human joints rehabilitation,” J Mech Eng Biomech, vol. 3, pp. 57–62, 2019.

W. Hlaing, S. Thepphaeng, V. Nontaboot, N. Tangsunantham, T. Sangsuwan, and C. Pira, “Implementation of WiFi-based single phase smart meter for Internet of Things (IoT),” in 2017 International Electrical Engineering Congress (iEECON), 2017, pp. 1–4.

H. S. Munawar, S. Qayyum, F. Ullah, and S. Sepasgozar, “Big Data and Its Applications in Smart Real Estate and the Disaster Management Life Cycle: A Systematic Analysis,” Big Data Cogn. Comput., vol. 4, no. 2, p. 4, 2020.

M. Saez, F. P. Maturana, K. Barton, and D. M. Tilbury, “Real-time manufacturing machine and system performance monitoring using internet of things,” IEEE Trans. Autom. Sci. Eng., vol. 15, no. 4, pp. 1735–1748, 2018.

A. Halim et al., “Developing a functional definition of small-scale fisheries in support of marine capture fisheries management in Indonesia,” Mar. Policy, vol. 100, pp. 238–248, 2019.

S. Pradeep and Y. K. Sharma, “Storing Live Sensor Data to the Platforms of Internet of Things (IoT) Using Arduino and Associated Microchips,” in Proceedings of the Third International Conference on Computational Intelligence and Informatics, 2020, pp. 1–15.

S. Jiang, “Marine Internet for Internetworking in oceans: A tutorial,” Futur. Internet, vol. 11, no. 7, p. 146, 2019.

D. F. Hariyanto, I. J. M. Edward, and T. Juhana, “Marine Radio for Voice Communication System on Very High Frequency (VHF) Spectrum,” in 2019 IEEE 5th International Conference on Wireless and Telematics (ICWT), 2019, pp. 1–6.



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