4.5 Article

A Novel Artificial Intelligence Maximum Power Point Tracking Technique for Integrated PV-WT-FC Frameworks

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Review Computer Science, Interdisciplinary Applications

A Comprehensive Review of Artificial Intelligence and Wind Energy

Fausto Pedro Garcia Marquez et al.

Summary: Support for artificial intelligence, renewable energy, and sustainability is on the rise through the main policies of developed countries, such as the European Union's White Paper. Wind energy is a significant renewable source that is growing in both onshore and offshore installations. This paper explores the prominent artificial intelligence techniques used in monitoring systems for wind turbines, as well as their applications in maintenance management.

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING (2022)

Article Energy & Fuels

Fuzzy-Based Investigation of Challenges for the Deployment of Renewable Energy Power Generation

Shabbiruddin et al.

Summary: This research analyzes the challenges in implementing sustainable generation of electricity through renewable energy sources (RESs) in India, considering various factors such as technical, financial, involvement, and support. The study utilizes the triangular fuzzy number (TFN) method, based on the concept of fuzzy logic, to assess these challenges. The identified challenges and analysis in this paper can assist the industry, governments, and policymakers in addressing important issues and promoting the further deployment of RESs in India towards a more sustainable country.

ENERGIES (2022)

Article Energy & Fuels

A power management control and optimization of a wind turbine with battery storage system

Saloua Belaid et al.

Summary: Battery storage systems serve as a crucial alternative for compensating wind turbine irregularities. This paper explores the feasibility of wind energy installations with battery storage and develops a power management control strategy. By combining two MPPT algorithms and a PMC approach, the system achieves better overall performance and reduces reliance on the battery storage system.

JOURNAL OF ENERGY STORAGE (2022)

Article

Investigation of Adaptive Intelligent MPPT Algorithm for a Low-cost IoT Enabled Standalone PV System

Santanu Kumar Dash et al.

Australian Journal of Electrical and Electronics Engineering (2022)

Article Engineering, Electrical & Electronic

Improved P&O MPPT algorithm with efficient open-circuit voltage estimation for two-stage grid-integrated PV system under realistic solar radiation

Ahmed Ismail M. Ali et al.

Summary: This paper proposes a robust modified perturb and observe (MPO) maximum power point tracking (MPPT) algorithm by dividing the solar module/cell P-V curve into four operating areas and concentrating the small step-size search area to 15% of the whole P-V operation region. The proposed algorithm improves the tracking efficiency of the PV system.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2022)

Article Engineering, Electrical & Electronic

MPPT algorithm in single loop current-mode control applied to dc-dc converters with input current source characteristics

S. M. Sousa et al.

Summary: This paper proposes a novel current-mode Maximum Power Point Tracking (MPPT) approach for photovoltaic systems. The proposed method improves robustness and performance through fixed and variable current-perturbation steps, and addresses issues related to current saturation during drops in solar irradiance. Experimental results demonstrate the feasibility and high efficiency of the proposed method in different dc converter topologies.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2022)

Article Energy & Fuels

Experimental study of the maximum power point characteristics of partially shaded photovoltaic strings

Kari Lappalainen et al.

Summary: This experimental study investigates the MPP characteristics of partially shaded strings of photovoltaic modules, eliminating the shortcomings of previous studies based on hypothetical shading patterns. The research shows that the global MPP voltage fluctuates widely, and by using the MPP closest to the nominal voltage as the operating point, significant reduction in energy losses can be achieved.

APPLIED ENERGY (2021)

Article Green & Sustainable Science & Technology

A novel hybrid approach based on relief algorithm and fuzzy reinforcement learning approach for predicting wind speed

Hasmat Malik et al.

Summary: A wind speed prediction model using fuzzy reinforcement learning (FRL) was proposed, achieving high accuracy in prediction. By combining feature selection techniques and prediction models, the accuracy of wind speed prediction was improved. This model has no prior knowledge of the system, plant, or target speed information.

SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS (2021)

Article Energy & Fuels

Renewable generation based hybrid power system control using fractional order-fuzzy controller

Vigya et al.

Summary: This study focuses on the electrical characteristics of a hybrid power system incorporating renewable energy generation, proposing a FO-Fuzzy PID controller to manage frequency and power fluctuations under different generation and load conditions. The results demonstrate the effectiveness of the proposed controller in controlling the system.

ENERGY REPORTS (2021)

Article Computer Science, Information Systems

Novel Approach to Investigate the Influence of Optimum Tilt Angle on Minimum Cost of Energy-Based Maximum Power Generation and Sizing of PV Systems: A Case Study of Diverse Climatic Zones in India

Amit Kumar Yadav et al.

Summary: This study focuses on calculating the optimal tilt angle (OPTA) of photovoltaic systems to determine their impact on maximum power generation and size in different climate zones of India. Results show that OPTA varies throughout the year in different cities of India, with low temperature sites being suitable for PV power generation. Additionally, a two-axis tracking system generates more power compared to other tracking systems.

IEEE ACCESS (2021)

Article Energy & Fuels

Experimental investigation on output power enhancement of partial shaded solar photovoltaic system

David Prince Winston et al.

ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS (2020)

Article Chemistry, Physical

Experimental investigation of power management and control of a PV/wind/fuel cell/battery hybrid energy system microgrid

Boualam Benlahbib et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2020)

Article Chemistry, Physical

Power Management Controller for Microgrid Integration of Hybrid PV/Fuel Cell System Based on Artificial Deep Neural Network

Abdulbaset Abdulhamed Mohamed Nureddin et al.

INTERNATIONAL JOURNAL OF PHOTOENERGY (2020)

Article Energy & Fuels

Estimation of the largest expected photovoltaic power ramp rates

Kari Lappalainen et al.

APPLIED ENERGY (2020)

Article Computer Science, Artificial Intelligence

Fuzzy logic controller-based MPPT for hybrid photo-voltaic/wind/fuel cell power system

Mohammad Junaid Khan et al.

NEURAL COMPUTING & APPLICATIONS (2019)

Article Engineering, Electrical & Electronic

Combination of Novel Converter Topology and Improved MPPT Algorithm for Harnessing Maximum Power from Grid Connected Solar PV Systems

B. Meenakshi Sundaram et al.

JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY (2019)

Review Green & Sustainable Science & Technology

Daily array yield prediction of grid-interactive photovoltaic plant using relief attribute evaluator based Radial Basis Function Neural Network

Amit Kumar Yadav et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)

Article Engineering, Electrical & Electronic

Optimal PV Location Choice Considering Static and Dynamic Constraints

M. Mosbah et al.

INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS (2017)

Article Engineering, Electrical & Electronic

A Novel Technique for Maximum Power Point Tracking of a Photovoltaic Based on Sensing of Array Current Using Adaptive Neuro-Fuzzy Inference System (ANFIS)

Helmy M. El-Zoghby et al.

INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS (2016)

Article Engineering, Electrical & Electronic

Real-Time Digital Simulation and Analysis of Sliding Mode and P&O MPPT Algorithms for a PV System

Venkata Ratnam Kolluru et al.

INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS (2015)

Article Engineering, Electrical & Electronic

Utility integration of PV-wind-fuel cell hybrid distributed generation systems under variable load demands

Ahmad Eid

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2014)

Article Engineering, Electrical & Electronic

An Improved Particle Swarm Optimization (PSO)-Based MPPT for PV With Reduced Steady-State Oscillation

Kashif Ishaque et al.

IEEE TRANSACTIONS ON POWER ELECTRONICS (2012)

Article Energy & Fuels

Dynamic evaluation of maximum power point tracking operation with PV array simulator

H Matsukawa et al.

SOLAR ENERGY MATERIALS AND SOLAR CELLS (2003)