Artificial Gorilla Troops Optimizer for Frequency Regulation of Wind Contributed Microgrid System

Ramesh, M.; Yadav, Anil Kumar; Pathak, Pawan Kumar

doi:10.1115/1.4056135

Cited by 12 publications

(3 citation statements)

References 37 publications

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“…However, the genetic algorithm requires a large number of samples for solution, incurs a high time cost, and may fall into local optimal solutions. Pathak et al 18 , 19 used an artificial gorilla force optimizer (GTO) to obtain controller parameters. The results show that the method has the advantages of small frequency deviation, short stability time and small integration error.…”

Section: Introductionmentioning

confidence: 99%

Optimization of PID control parameters for marine dual-fuel engine using improved particle swarm algorithm

Hu,

Guo,

Zhou

et al. 2024

Sci Rep

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This study presents a comprehensive investigation into the optimization of PID control parameters for marine dual-fuel engines using an improved particle swarm algorithm. Through the development of a Matlab/Simulink simulation model, the thermodynamic behavior of the engine and the functionality of its control system are analyzed. The PID control parameters for air–fuel ratio control and mode switching control systems are fine-tuned utilizing the improved particle swarm algorithm (PSO). Simulation results demonstrate that the proposed improved PID-PSO approach outperforms traditional PID and traditional PSO-PID control methods in terms of reduced overshoot, minimized steady-state error, faster response times, and improved stability across various operating conditions and response modes. In comparison to traditional PID and PSO-PID controllers, the improved PSO-PID controller reduces the response time by 0.47 s and 0.21 s, the maximum overshoot by 98.43% and 96.05%, and decreases the absolute errors by 87.42% and 90.55%, respectively, in air–fuel ratio control using the step response method. The study's findings offer valuable insights into enhancing the performance and efficiency of marine dual-fuel engines through advanced control strategies.

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Section: Introductionmentioning

confidence: 99%

Optimization of PID control parameters for marine dual-fuel engine using improved particle swarm algorithm

Hu,

Guo,

Zhou

et al. 2024

Sci Rep

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show abstract

“…In the present era, the energy demand proliferates worldwide due to population spurt and industrialization [1], [2]. Depleting fossil fuels, emission of greenhouse gases, and damage to the ecosystem have paved a path toward using emission-free renewable energy sources [3], [4].…”

Section: Introductionmentioning

confidence: 99%

A State-of-the-Art Review on Heat Extraction Methodologies of Photovoltaic/Thermal System

et al. 2023

Self Cite

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One of the critical emerging branches of solar technology is photovoltaic/thermal (PV/T) systems that amalgamate solar collectors and solar photovoltaic panels into a unit to produce heat and electricity from stochastic solar insolation. In sunny countries, the conversion efficiency (η) reduces due to the elevated temperature of solar cells because solar panels absorb a sizeable portion of solar insolation as heat. The critical function of PV/T is to minimize the temperature of photovoltaic modules and enhance their electricity production with yielded thermal energy used for other applications. Energy and exergy are two essential aspects of examining an energy system. The exergy analysis of such systems is of great concern because it works on the quality of energy. The energy and thermal and electrical efficiencies are enhanced by applying proper cooling media in the PV/T. This brief provides a comprehensive review of the air, fluids, and PCM-based cooling media of the PV/T systems. A thorough review of various recently published research in the heat extraction methodologies of PV/T systems has been incorporated into this study. Based on the rigorous review, future recommendations for the implementation of cooling medias are also included in this study. The vivid tabular analysis of heat extraction methodologies provides a proper guideline for the researchers. This review work will provide a deep insight into the investigated area for the industrialists and researchers working in the field of PV/T technology.

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“…This reflected a noticeable increase in reliability and sustainability. Regarding energy generation, the change in the paradigm was mainly attributed to the increasing share of renewables [5–7] that are characterized by intermittent nature, fluctuations, and variability. In addition, the trend of using decentralized and distributed generation plays an important role in the new paradigm of energy generation [8, 9].…”

Section: Introductionmentioning

confidence: 99%

A new low‐cost and low‐power industrial internet of things infrastructure for effective integration of distributed and isolated systems with smart grids

Sheba

Mansour

Abbasy

2023

IET Generation Trans & Dist

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Internet of Things (IoT) has recently become one of the fast‐growing technologies in the world. Integrating existing systems with smart grids still represents a significant challenge arising from the massive cost of upgrading the infrastructure. This paper provides an IoT infrastructure solution based on a newly designed low‐cost microcontroller‐based IoT remote terminal unit (RTU) to integrate new, old, and conventional sites of existing grids with smart grids. The IoT RTU supports Wi‐Fi communication and includes digital/analog inputs and outputs besides the advantage of serial data transmission standard RS‐485 as an industrial field communication (IFC). The Modbus communication protocol is utilized as a serial industrial protocol that can be interfaced over the RS‐485 standard. The advantage of having an IFC protocol integrated into the IoT infrastructure enables to link any supported device and publish the required data to the cloud, besides the ability to add smart metering technologies, which allows Advanced Metering Infrastructure (AMI) in these areas. IoT‐enabled Supervisory Control and Data Acquisition (SCADA) system is integrated with the proposed IoT infrastructure for its advantages of remote monitoring and control. The proposed IoT infrastructure is characterized by proper data security and low power consumption. The IoT infrastructure is simulated with an existing real application for proof of concept, and the results are discussed for different case studies.

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Artificial Gorilla Troops Optimizer for Frequency Regulation of Wind Contributed Microgrid System

Cited by 12 publications

References 37 publications

Optimization of PID control parameters for marine dual-fuel engine using improved particle swarm algorithm

Optimization of PID control parameters for marine dual-fuel engine using improved particle swarm algorithm

A State-of-the-Art Review on Heat Extraction Methodologies of Photovoltaic/Thermal System

A new low‐cost and low‐power industrial internet of things infrastructure for effective integration of distributed and isolated systems with smart grids

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