Lora-Based Communication System using Artificial Intelligence for Monitoring Water Quality in Laguna Lake (Record no. 88570)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03596nam a22002657a 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251104125154.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 251103b ||||| |||| 00| 0 eng d |
| 043 ## - GEOGRAPHIC AREA CODE | |
| Geographic area code | URS |
| 245 ## - TITLE STATEMENT | |
| Title | Lora-Based Communication System using Artificial Intelligence for Monitoring Water Quality in Laguna Lake |
| Remainder of title | / Pereira, Gabrielle F.... [et al.]. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Date of publication, distribution, etc. | March 2024 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 93 leaves : |
| Dimensions | 28 cm. |
| 336 ## - CONTENT TYPE | |
| Source | rdacontent |
| Content type term | text |
| 337 ## - MEDIA TYPE | |
| Source | rdamedia |
| Media type term | unmediated |
| 338 ## - CARRIER TYPE | |
| Source | rdacarrier |
| Carrier type term | volume |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Thesis |
| Degree type | Bachelor of Science in Electronics Engineering |
| Name of granting institution | University of Rizal System-Morong |
| Year degree granted | 2024 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | This study presents the development and implementation of a LoRa-based communication system integrated with artificial intelligence for real-time monitoring of water quality in Laguna Lake. The research addresses the growing concern over water pollution and the need for efficient monitoring solutions to safeguard the ecological health of the lake. The LoRa-Based Communication System using Artificial Intelligence to monitor water quality in Laguna Lake, a cooperative work of upright and curious student, has been successfully developed. The system contains Arduino Nano and ESP32 as a microcontroller to control the sensors, and a LoRa to transmit and receive the collected data. The system uses a different kind of sensors to monitor different parameter which are temperature, pH level, and turbidity of the lake on the transmitter node and send it to the receiver node where it will connect to the user’s laptop to get the collected data from the sensors. The system also uses an artificial intelligence to predict status of the water using the parameters from the sensors. The designed system will be beneficial to the persons who live near the lake as they are much affected by the sudden change in parameter of the Laguna Lake. The artificial intelligence uses a decision tree algorithm to predict how those parameters will affect water quality on the Laguna Lake. The study aims to design a LoRa-based communication system integrated with artificial intelligence for real-time monitoring of water quality in Laguna Lake. It specifically aims to transmit and receive data from the sensors using LoRa module with low latency and use artificial intelligence to accurately predict water quality on the lake. The device has undergone a thorough budget analysis, affirming its cost-effectiveness at a total cost of PHP 4,913.00. The emphasis on simplicity in the system's design ensures that it remains accessible and user-friendly, contributing to its practicality without compromising efficiency. This cost-effective approach aligns with specified requirements for efficient rainwater harvesting, making the system not only economically viable but also easy to use and implement. Evaluation results underscore the very high acceptability of the system in terms of functional suitability, maintainability, performance efficiency, reliability, and usability. Notably, the overall weighted mean of the level of the acceptability of the system is 4.632 which describes that the system is very much acceptable. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Pereira, Gabrielle F. |
| Relator term | author |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Cruz, Carl Manuel R. |
| Relator term | author |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Dulce, John Matthew D. |
| Relator term | author |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mendoza, Tedio Kirby C. |
| Relator term | author |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | FRANCISCO B. CULIBRINA, |
| Relator term | Degree Supervisor |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Online Request for Student Unpublished Works |
| Uniform Resource Identifier | <a href="https://forms.gle/7LqvGGkaDrUQqz429">https://forms.gle/7LqvGGkaDrUQqz429</a> |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://drive.google.com/file/d/19hpyEj1gPa-0nw3ZZ9XJn0VtoW_YKPCK/view?usp=drive_link">https://drive.google.com/file/d/19hpyEj1gPa-0nw3ZZ9XJn0VtoW_YKPCK/view?usp=drive_link</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Library of Congress Classification |
| Koha item type | Theses and dissertations |
| Withdrawn status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Total Checkouts | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Library of Congress Classification | Reference | Morong College Library | Morong College Library | 11/03/2025 | URSMOR-CL-6753 | 11/03/2025 | 11/03/2025 | Theses and dissertations |