Power and Energy
The data-set used in the paper titled "Short-Term Load Forecasting Using an LSTM Neural Network."
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Conventionally, state estimation is run on reduced bus-branch (BB) network models. On the other hand, when detailed node-breaker (NB) models are used, no network reduction is necessary. This allows joint estimation of system states and network topology. For testing SE applications using NB models, an expanded version of the IEEE 300-bus system is created. The following changes are made to the original BB model to generate the NB model:
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It contains all the optimal operating condition data from case 1 to case 8 used to verify the optimal linear model. The file name is “DataSource.xlsx”.
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The datasets consist of operational data and detailed information of three inverter transformers in a 3.275 MW PV plant in the outskirt of Brisbane, Australia. The data includes load current, top-oil temperature, moisture in top oil, ambient temperature, solar irradiance and individual current harmonics (up to 31st order). The time interval of the data is either 1 minute or 3 seconds (dependent on the data type). The data can be used to study the ageing of inverter transformers in this PV plant.
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This dataset is in support of my following Research papers
Preprint (Make sure you have read Caution) :
- Novel ß Transtibial Prosthetic 9-DoF Artificial Leg Adaptive Controller - Part I*
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This dataset is in support of my 3 research papers 'Comparative Analysis of 72 Flyback Transformers on 5τ Non-linear Battery with Loss Functions - Part I', 'Comparative Analysis of 72 Flyback Transformers on 5τ Non-linear Battery with Loss Functions - Part II' and 'Comparative Analysis of 72 Flyback Transformers on 5τ Non-linear Battery with Loss Functions - Part III'.
Preprint :
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This dataset is in support of proposal(initially submitted to Ministry of Railways, Govt. of India in the year 2017) and 4 Research papers- Design & Analysis of 1.5 MVA 25kV Hybrid Traction Feeder Powered by 415 kW Solar Grid - Part I , Design & Analysis of 1.5 MVA 25kV Hybrid Traction Feeder Powered by 415 kW Solar Grid - Part II , Design & Analysis of 1.5 MVA 25kV Hybrid Traction Feeder Powered by 415 kW Solar Grid - Part III and Design & Analysis of 1.5 MVA
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This animation is a supplement to the article 'A new approach to the PWM modulation for the double, square–type, conventional matrix converters supplying loads with open-end winding.' This is an animation of the four basic modulation schemes of PWM modulation for the Conventional Matrix Converter using the rotated vector concept based on the Hilbert transform, which can be performed by DSOGI filter.
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