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Modeling and Optimal Operation of Hydraulic, Wind and Photovoltaic Power Generation Systems
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The transition to 100% renewable energy in the future is one of the most important ways of achieving "carbon peaking and carbon neutrality" and of reducing the adverse effects of climate change. In this process, the safe, stable and economical operation of renewable energy generation systems, represented by hydro-, wind and solar power, is particularly important, and has naturally become a key concern for researchers and engineers. Therefore, this book focuses on the fundamental and applied research on the modeling, control, monitoring and diagnosis of renewable energy generation systems, especially hydropower energy systems, and aims to provide some theoretical reference for researchers, power generation departments or government agencies.
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Keywords
- 1D–3D coupling model
- active power
- anomaly detection
- approximate entropy
- cascaded reservoirs
- change point detection
- chaotic particle swarms method
- comprehensive deterioration index
- cosine similarity
- degradation trend prediction
- doubly-fed variable speed pumped storage power station
- doubly-fed variable-speed pumped storage
- Ensemble empirical mode decomposition
- facility agriculture
- fractional order PID controller (FOPID)
- gated recurrent unit
- high proportional renewable power system
- Hopf bifurcation
- hybrid system
- hydraulic oil viscosity
- hydraulic PTO
- hydro power
- hydropower units
- light gradient boosting machine
- long and short-term neural network
- low water head conditions
- Mathematics & science
- maximal information coefficient
- maximum information coefficient
- multi-objective optimization
- noise reduction
- nonlinear modeling
- nonlinear pump turbine characteristics
- operation strategy
- Parameter sensitivity
- Physics
- power yield
- pressure pulsation
- pumped storage unit
- pumped storage units
- pumped storage units (PSUs)
- Reference, information & interdisciplinary subjects
- Reliability
- Research & information: general
- seasonal price
- sensitivity analysis
- sparrow search algorithm
- stability analysis
- stochastic dynamic programming (SDP)
- successive start-up
- thermal-hydraulic characteristics
- transition stability
- variational mode decomposition
- wave energy converter
- ‘S’ characteristics
Links
DOI: 10.3390/books978-3-0365-5838-7Editions