Automated Real-time Monitoring System (ARMS) of hydrological parameters for Ambuklao, Binga and San Roque dams cascade in Luzon Island, Philippines

Monjardin, Cris Edward F.; Uy, Francis Aldrine A.; Tan, Fibor J.; Cruz, Febus Reidj G.

doi:10.1109/sustech.2017.8333532

Cited by 9 publications

(5 citation statements)

References 3 publications

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“…Most of the papers in this category focused on picohydropower plant design and monitoring, with plant sizes ranging from 0.2115 watts [34] to 5.0 kilowatts [35]. Water monitoring systems in dams, which can aid in energy and water production, were also examined in the Agno River basin by Monjardin et al [36]. The recovery of available energy from waste or biomass has also been a focus in this category.…”

Section: Systems and Technologiesmentioning

confidence: 99%

“…While interconnection is a more cost-effective option for certain island groups, RE microgrids show good potential for off-grid island electrification. In the works of Castro et al [35,36], the techno-economic feasibility of an HRES for Philippine off-grid islands was studied on a larger scale compared to previous studies. It was determined that larger islands have higher RE penetration, which helped decrease costs in the long run.…”

Section: Techno-economic Feasibilitymentioning

confidence: 99%

“…Agno Riverbasin HPP ~~Automated real-time monitoring system (ARMS) of hydrological parameters, which is an integrated watershed management approach using smart technologies, was developed to install wireless sensors along the Agno River basin to monitor water availability in the reservoir, which is the mandate of NWRB [36] 6 Philippines HPP <5.00 ~Designed a pico-hydro power generation system that is well suited in remote areas where the transmission of power seems too difficult [35] 7 Philippines BM 0.76 -Designed a single-cylinder two-stroke spark ignition (43 cm 3 ) to be fed with a variety of fuel in order to assess engine performance parameters [108] Table A3 Investigated the transition towards higher tier electricity access on Gilutongan Island, an off-grid island of Cebu, Philippines, which is also an informal settlement community with no open land available for a centralized solar PV system [68] 2 Alumar Island PV + BES 0.9…”

Section: Conflicts Of Interestmentioning

confidence: 99%

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Off-Grid Electrification Using Renewable Energy in the Philippines: A Comprehensive Review

Salac,

Somera,

Castro

et al. 2024

Smart Cities

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Universal access to electricity is beneficial for the socio-economic development of a country and the development of smart communities. Unfortunately, the electrification of remote off-grid areas, especially in developing countries, is rather slow due to geographic and economic barriers. In the Philippines, specifically, many electrified off-grid areas are underserved, with access to electricity being limited to only a few hours a day. This is mainly due to the high dependence on diesel power plants (DPPs) for electrifying these areas. To address these problems, hybrid renewable energy systems (HRESs) have been considered good electrification alternatives and have been extensively studied for their techno-economic and financial feasibility for Philippine off-grid islands. In this work, articles published from 2012 to 2023 focusing on off-grid Philippine rural electrification were reviewed and classified based on their topic. The taxonomical analysis of collected studies shows that there is a saturation of works focusing on the technical and economic aspects of off-grid electrification. Meanwhile, studies focusing on environmental and socio-political factors affecting HRES off-grid electrification are lagging. A bibliographic analysis of the reviewed articles also showed that there is still a lack of a holistic approach in studying off-grid electrification in the Philippines. There are only a few works that extend beyond the typical techno-economic study. Research works focusing on environmental and socio-political factors are also mainly isolated and do not cross over with technical papers. The gap between topic clusters should be addressed in future works on off-grid electrification.

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Section: Systems and Technologiesmentioning

confidence: 99%

Section: Techno-economic Feasibilitymentioning

confidence: 99%

Section: Conflicts Of Interestmentioning

confidence: 99%

See 1 more Smart Citation

Off-Grid Electrification Using Renewable Energy in the Philippines: A Comprehensive Review

Salac,

Somera,

Castro

et al. 2024

Smart Cities

View full text Add to dashboard Cite

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“…The study's results align with theoretical values, suggesting that this approach could be useful for monitoring and predicting fluid flow in an orifice. Furthermore, the study proposes a real-time monitoring system, the automated real-time monitoring system (ARMS) [38], that employs sensors to forecast flood levels. The prediction model utilizes a multilayered artificial neural network and demonstrates high accuracy, with goodness-of-fit scores of 0.99889 for the training dataset, 0.99362 for the test dataset, 0.99764 for the validation dataset, and 0.99795 overall [39].…”

Section: Literature Reviewmentioning

confidence: 99%

Accurate Liquid Level Measurement with Minimal Error: A Chaotic Observer Approach

Shenoy,

Venkata

2024

Computation

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This paper delves into precisely measuring liquid levels using a specific methodology with diverse real-world applications such as process optimization, quality control, fault detection and diagnosis, etc. It demonstrates the process of liquid level measurement by employing a chaotic observer, which senses multiple variables within a system. A three-dimensional computational fluid dynamics (CFD) model is meticulously created using ANSYS to explore the laminar flow characteristics of liquids comprehensively. The methodology integrates the system identification technique to formulate a third-order state–space model that characterizes the system. Based on this mathematical model, we develop estimators inspired by Lorenz and Rossler’s principles to gauge the liquid level under specified liquid temperature, density, inlet velocity, and sensor placement conditions. The estimated results are compared with those of an artificial neural network (ANN) model. These ANN models learn and adapt to the patterns and features in data and catch non-linear relationships between input and output variables. The accuracy and error minimization of the developed model are confirmed through a thorough validation process. Experimental setups are employed to ensure the reliability and precision of the estimation results, thereby underscoring the robustness of our liquid-level measurement methodology. In summary, this study helps to estimate unmeasured states using the available measurements, which is essential for understanding and controlling the behavior of a system. It helps improve the performance and robustness of control systems, enhance fault detection capabilities, and contribute to dynamic systems’ overall efficiency and reliability.

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“…The packages for reading the joystick, movement aid, and motor control were developed while the autonomous movement was powered by an open-source navigation. The Timed Elastic-Band (TEB) route planner 30 enabled path planning optimization to ensure smooth and safe mobility in the iChair system. It also included two laser sensors 31 mounted on the front of the wheelchair to help ensure obstruct avoidance.…”

Section: System Architecturementioning

confidence: 99%

An autonomous wheelchair with health monitoring system based on Internet of Thing

Hou,

Latif,

Mehryar

et al. 2024

Sci Rep

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Assistive powered wheelchairs will bring patients and elderly the ability of remain mobile without the direct intervention from caregivers. Vital signs from users can be collected and analyzed remotely to allow better disease prevention and proactive management of health and chronic conditions. This research proposes an autonomous wheelchair prototype system integrated with biophysical sensors based on Internet of Thing (IoT). A powered wheelchair system was developed with three biophysical sensors to collect, transmit and analysis users’ four vital signs to provide real-time feedback to users and clinicians. A user interface software embedded with the cloud artificial intelligence (AI) algorithms was developed for the data visualization and analysis. An improved data compression algorithm Minimalist, Adaptive and Streaming R-bit (O-MAS-R) was proposed to achieve a higher compression ratio with minimum 7.1%, maximum 45.25% compared with MAS algorithm during the data transmission. At the same time, the prototype wheelchair, accompanied with a smart-chair app, assimilates data from the onboard sensors and characteristics features within the surroundings in real-time to achieve the functions including obstruct laser scanning, autonomous localization, and point-to-point route planning and moving within a predefined area. In conclusion, the wheelchair prototype uses AI algorithms and navigation technology to help patients and elderly maintain their independent mobility and monitor their healthcare information in real-time.

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Automated Real-time Monitoring System (ARMS) of hydrological parameters for Ambuklao, Binga and San Roque dams cascade in Luzon Island, Philippines

Cited by 9 publications

References 3 publications

Off-Grid Electrification Using Renewable Energy in the Philippines: A Comprehensive Review

Off-Grid Electrification Using Renewable Energy in the Philippines: A Comprehensive Review

Accurate Liquid Level Measurement with Minimal Error: A Chaotic Observer Approach

An autonomous wheelchair with health monitoring system based on Internet of Thing

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