Water quality is a fundamental aspect in koi fish farming because this species is highly susceptible to changes in environmental conditions, such as pH, temperature, turbidity levels, and solute concentrations. The mismatch of these parameters can inhibit growth, decrease immunity, and even increase the risk of fish death. Based on these problems, this research aims to design and develop a prototype of a microcontroller-based automatic water quality control system so that the condition of the pond remains in the optimal range. The research method is carried out through the design of integrated hardware and software. The system utilizes a pH sensor to measure the degree of acidity, a turbidity sensor to determine the turbidity of the water, a Total Dissolved Solids (TDS) sensor to detect the content of solutes, and a float level switch to monitor the height of the water level. Data from all sensors is processed by NodeMCU ESP8266 and sent to a web-based monitoring platform for real-time monitoring. If the parameters exceed the specified limits, the system automatically activates the pump, aerator, or filtration unit. The test results showed that the prototype was able to read parameters with a fast response and an adequate level of accuracy. Thus, this system can be concluded to be effective as a technological solution in supporting more efficient, controlled, and sustainable koi fish farming.
This study aims to develop an environmental monitoring and irrigation pump control system for shallot plants based on Raspberry Pi using the K-Nearest Neighbor (KNN) method. The system uses soil moisture 1, soil moisture 2, air temperature, and air humidity as input parameters to determine the pump condition, ON /OFF....
Irfin Sandra Asti, R. D. Romadhona, H. Safitri et al.· ELECTRA Electrical Engineeri...· 0 citations
Manual evaporation measurements using a Class A evaporation pan are prone to human error, particularly parallax error. Furthermore, the water level in the pan must be maintained within a standard range to ensure representative measurements and prevent the risk of the water level becoming too low or overflowing. This st...
Fauzi Hasbi· Jurnal Informatika dan Tekni...· 0 citations
This research aims to design and implement an intelligent water purification system based on an Arduino microcontroller, utilizingnatural materials from plantation waste, namely coconut husks, banana stalks, and sugarcane pulp. The main objective of this research is to produce an efficient, economical, environmentally...
Dionisian Manuskripta, Arcelion Eynar Diandro, Aqeel Risqullah Pratama et al.· Jurnal Integrasi Sains dan Q...· 0 citations
The success of Nile tilapia farming is highly dependent on water quality, as it significantly affects fish growth and health. In Janti Village, Polanharjo District, Klaten Regency, water quality monitoring is still carried out manually, causing changes in water conditions to be detected late and potentially reducing aq...
Abstract: The Internet of things (IoT)-based pipeline control system is an innovation that can be utilized in mechatronics engineering education, particularly for understanding the principles of sensors, actuators, and real-time fluid control systems. This research aims to design and implement an IoT-based learning mod...
Firmansyah, Imam Ikhwan, Akhmad Taufik et al.· Jurnal Teknik Mesin Sinergi· 0 citations
The growth of shoe cleaning service businesses requires technological innovation to improve operational effectiveness, particularly in the drying process which still depends on weather conditions, resulting in unstable processing time and reduced productivity. This study aims to design and implement an Arduino-based sh...
Anggito Wito Utomo Anggito· Jurnal Informatika dan Tekni...· 0 citations
Is your company’s AI sovereign? A practical guide for CIOs on AI vendor lock-in, EU Data Act switching, cloud sovereignty, and testing your exit plan before you need it. The post Sovereignty Is the Option to Leave appeared first on GPT-Lab.
Microsoft Research Blog· microsoft.comOct 30, 2026
Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.
Microsoft Research Blog· microsoft.comOct 29, 2026
Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.
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