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Open research questions in IoT-based Control Systems

76 gap statements mined from IoT-based Control Systems papers in our 4.5M-paper local library, which holds 219 papers on the topic — drawn mostly from each paper's own stated research gap, future-work, challenge and limitation notes, and its abstract. The ones listed below are a selection still marked open; each names the study that raised it, with a DOI link where the paper has one.

Choosing where to publish on IoT-based Control Systems? See the ranked Computer Science journals.

What the literature leaves open

  • The monitoring of electricity consumption is still done manually and has limitations. There is a need for automatic and remote monitoring of electricity consumption.

    Analisis Kelayakan Kinerja Power Meter Tiga Fasa Berbasis Internet of Things Menggunakan Protokol Message Queuing Telemetry Transport · 2026 · DOI

  • Future research can focus on comparing the performance of the implemented network infrastructure with other existing networks. Future research can also focus on improving the security of the network infrastructure.

    Implementasi Infrastruktur Jaringan Internet Berbasis Mikrotik di Marqiz Imam Syafi'i & Musholla Imam Syafii Condet Dengan Sistem Monitoring Jarak Jauh · 2026 · DOI

  • The gap is the lack of a stable and controlled network infrastructure at Marqiz Imam Syafi'i and Musholla Imam Syafi'i Condet. The gap is the limited internet connection and the lack of management of network resources.

    Implementasi Infrastruktur Jaringan Internet Berbasis Mikrotik di Marqiz Imam Syafi'i & Musholla Imam Syafii Condet Dengan Sistem Monitoring Jarak Jauh · 2026 · DOI

  • The system needs to be accurate and reliable. The system needs to be able to transmit data in real-time. The system needs to be able to provide alerts for abnormal conditions.

    Pemantauan Tanda Vital Pasien Pasca Operasi Berbasis Intenet Of Things (IoT) · 2026 · DOI

  • There is a need for a system that can accurately detect CO and CO2 levels in real-time. Existing systems have limitations in terms of accuracy and reliability.

    PENGEMBANGAN ALAT MONITORING DAN PENDETEKSI KUALITAS UDARA BERDASARKAN PARAMETER CO DAN CO2 BERBASIS IOT · 2026 · DOI

  • The need for a smart home system that can detect and respond to various conditions. The lack of a system that uses IoT technology for health and security.

    RANCANG BANGUN FITUR KESEHATAN DAN KEAMANAN RUMAH · 2026 · DOI

  • There is a gap in the development of IoT-based monitoring and control systems for maggot cultivation. Prior work has focused on the use of larva Black Soldier Fly (BSF) for organic waste management, but there is a need for a more comprehensive monitoring and control system.

    Implementasi Internet of Things untuk Monitoring Real-Time Suhu dan Kelembaban pada Budidaya Maggot · 2026 · DOI

  • The paper identifies the lack of accessible tools for testing mobile network parameters and visualizing results in a convenient form as an urgent problem. The paper notes that most existing solutions are either expensive and complex or do not provide sufficient interactivity.

    Web Application for Mobile Network Testing · 2026 · DOI

  • Future studies can explore the use of cloud-based monitoring systems or multi-channel monitoring capabilities. The system can be adapted for use in various applications, including materials testing and electrical component characterization. Further research can focus on improving the system's accuracy and reliability.

    Implementation of Data Logging and Historical Graphs of Furnace Temperature at the Electrical Engineering Department Laboratory, Manado State Polytechnic · 2026 · DOI

  • Future research should focus on addressing the challenges related to data security, infrastructure requirements, implementation costs, and human resource readiness. Future research should explore the potential of IoT to improve the quality of healthcare services in hospitals.

    ANALISIS PERKEMBANGAN TEKNOLOGI INTERNET OF THINGS (IOT) DALAM MONITORING KESEHATAN PASIEN DI RUMAH SAKIT · 2026 · DOI

  • The study highlights the need for further research on the benefits and challenges of implementing IoT in healthcare.

    ANALISIS PERKEMBANGAN TEKNOLOGI INTERNET OF THINGS (IOT) DALAM MONITORING KESEHATAN PASIEN DI RUMAH SAKIT · 2026 · DOI

  • Comparison with alternative IoT platforms, microcontrollers, or sensor technologies to validate the choice of ESP32 and PZEM-004T components is not provided.

    Design and Implementation of an IoT-Based 3-Phase Electricity Usage Monitoring System: Case Study at Geophysics Station Class I Sleman, Yogyakarta · 2026 · DOI

  • The system has a limited range of detection for CO and CO2 levels. The system may be affected by various environmental factors.

    PENGEMBANGAN ALAT MONITORING DAN PENDETEKSI KUALITAS UDARA BERDASARKAN PARAMETER CO DAN CO2 BERBASIS IOT · 2026 · DOI

  • To investigate the use of other sensors and monitoring technologies for maggot cultivation. To develop a more comprehensive monitoring and control system that can monitor other environmental conditions such as light and CO2 levels. To evaluate the use of the system in other applications such as greenhouse monitoring and control.

    Implementasi Internet of Things untuk Monitoring Real-Time Suhu dan Kelembaban pada Budidaya Maggot · 2026 · DOI

  • The paper suggests integrating the developed web application with real data from mobile operators. The paper proposes the use of cloud technologies to ensure global access to the application. The paper recommends using methods of artificial intelligence for predicting and optimizing network operation.

    Web Application for Mobile Network Testing · 2026 · DOI

  • The system's accuracy may be limited by the inherent non-linearity of the Type K thermocouple at higher temperatures. The study does not explore the use of cloud-based monitoring systems or multi-channel monitoring capabilities.

    Implementation of Data Logging and Historical Graphs of Furnace Temperature at the Electrical Engineering Department Laboratory, Manado State Polytechnic · 2026 · DOI

  • Pengembangan sistem penerangan berbasis tenaga surya yang lebih efisien dan responsif terhadap kondisi operasional di lapangan. Integrasi teknologi Internet of Things (IoT) untuk monitoring sistem secara jarak jauh. Pengujian dalam jangka waktu kurang lebih satu pekan untuk memastikan modul lampu yang digunakan dalam kondisi normal.

    Kajian Implementasi Penerangan 600 Watt Berbasis Tenaga Surya dan IoT yang Efisien di Ruang Terbuka Hijau Desa Tepus Gunung Kidul · 2026 · DOI

  • Ketergantungan pada listrik konvensional menyulitkan pengembangan infrastruktur dasar, termasuk penerangan jalan, yang berperan penting dalam mendukung aktivitas masyarakat dan keamanan lingkungan. Potensi tenaga surya sangat besar, namun pemanfaatannya masih tergolong rendah dibandingkan kapasitas teknis yang tersedia.

    Kajian Implementasi Penerangan 600 Watt Berbasis Tenaga Surya dan IoT yang Efisien di Ruang Terbuka Hijau Desa Tepus Gunung Kidul · 2026 · DOI

  • Pengembangan lanjutan yang disarankan adalah integrasi sensor, data logger, monitoring IoT. Penambahan mikrokontroler, sensor tegangan-arus, sensor suhu, sensor intensitas cahaya, data logger, dan dashboard monitoring.

    Rancang Bangun Dan Implementasi Trainer Smart Plts Off-Grid Sebagai Media Pembelajaran Energi Terbarukan Di Smk Muhammadiyah 3 Ngoro · 2026 · DOI

  • Keterbatasan alat praktikum yang dapat memperlihatkan alur kerja PLTS secara utuh. Kebutuhan kompetensi hijau pada pendidikan vokasi.

    Rancang Bangun Dan Implementasi Trainer Smart Plts Off-Grid Sebagai Media Pembelajaran Energi Terbarukan Di Smk Muhammadiyah 3 Ngoro · 2026 · DOI

  • Tidak ada sistem pemantauan tegangan yang mampu mendeteksi fluktuasi tegangan secara real-time dan diakses dari jarak jauh. Tidak ada sistem pemantauan tegangan yang dapat memberikan informasi tegangan secara akurat dan berkelanjutan.

    Penerapan Prototype Alat Pemantauan Tegangan Listrik Berbasis Internet Of Things (Studi Kasus : Gedung C Dan D Universitas Proklamasi 45) · 2026 · DOI

  • Jaringan RSUD XYZ belum dilengkapi Virtual Private Network (VPN) sebagai lapisan pengamanan tambahan. Ketiadaan sistem VPN membuat lalu lintas data masih berjalan dalam bentuk yang rentan diakses oleh pihak tidak berwenang.

    Implementasi Sistem Keamanan Jaringan Menggunakan Outline VPN Berbasis VPS Server di RSUD xyz · 2026 · DOI

  • Sistem konvensional saat ini sering kali memicu pemborosan energi listrik akibat pengoperasian manual yang tidak efisien. Pemborosan energi juga berkontribusi pada peningkatan emisi karbon.

    Integrasi Mikrokontroler Arduino Dalam Pengembangan Prototipe Lampu Pintar Pendukung Smart City · 2026 · DOI

  • Pengembangan sistem monitoring PJU berbasis IoT yang lebih lengkap dengan dilengkapi sensor arus dan sensor PIR.

    Penerapan Internet of Things untuk Monitoring Lampu Penerangan Jalan Umum (PJU) Kota Bogor · 2026 · DOI

  • Pengelolaan PJU di berbagai daerah masih menghadapi beberapa kendala. Sistem pemantauan yang digunakan sebagian besar masih dilakukan secara manual.

    Penerapan Internet of Things untuk Monitoring Lampu Penerangan Jalan Umum (PJU) Kota Bogor · 2026 · DOI

Most-cited papers in IoT-based Control Systems

Most recent work

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Open questions raised by papers listed on this page include: (1) There is a need for automatic and remote monitoring of electricity consumption (“Analisis Kelayakan Kinerja Power Meter Tiga Fasa Berbasis Internet of Things…”, 2026); (2) Future research can focus on comparing the performance of the implemented network infrastructure with other existing networks (“Implementasi Infrastruktur Jaringan Internet Berbasis Mikrotik di Marqiz Imam…”, 2026); (3) There is a need for a system that can accurately detect CO and CO2 levels in real-time (“PENGEMBANGAN ALAT MONITORING DAN PENDETEKSI KUALITAS UDARA BERDASARKAN…”, 2026); (4) The lack of a system that uses IoT technology for health and security (“RANCANG BANGUN FITUR KESEHATAN DAN KEAMANAN RUMAH”, 2026); (5) Prior work has focused on the use of larva Black Soldier Fly (BSF) for organic waste management, but there is a need for a more comprehensive monitoring and control system (“Implementasi Internet of Things untuk Monitoring Real-Time Suhu dan Kelembaban…”, 2026). 76 gap statements have been mined from IoT-based Control Systems papers in our 4.5M-paper local library, which holds 219 papers on the topic; the gaps come from whichever of those papers state one. They are mostly the research gaps the authors state and the papers' abstracts, plus future-work, limitations and challenges passages. The ones listed below are a selection still marked open; each names the study that raised it, with a DOI link where the paper has one, so you can read the original claim in context.

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