Copyright (C) 2016-2019 Shandong UniversityDataset for "An artificial fusion intelligence-driven approach to energy-aware scheduling of stochastic nonlinear heterogeneous super-systems”

Categories:
158 Views

This is the data of the identified parameters of practical series-series (SS)-compensated wireless power transfer (WPT) systems based on the Genetic Algorithm, Adaptive Differential Evolution, and two-layer Adaptive Differential Evolution. These data strongly validate the accuracy of the Adaptive Differential Evolution to identify the parameters of a two-coil SS-compensated WPT and the two-layer Adaptive Differential Evolution to identify the parameters of a three-coil SS-compensated WPT system. The data can be adopted as a reference for future investigations. 

Categories:
160 Views

This paper proposes a distributed fixed-time multi-agent control strategy for the frequency restoration and voltage regulation, state of charge balancing and proportional reactive power sharing between photovoltaic-battery systems distributed in a microgrid with communication time delays. First, the feedback linearisation method is applied to find the direct relationships between explicit states and control inputs.

Categories:
269 Views

The oil-paper insulation system in power transformers operates under the effects of high temperature and strong electromagnetic environment, and the insulation medium can slowly decompose into a number of small molecules. The decomposition gases dissolved in oil are H2, CH4, C2H6, C2H4, C2H2. When a fault occurs, the insulation breaks down more quickly and the decomposition products will be different according to the type and severity of the fault.

Categories:
3303 Views

This dataset contains heavy-machinery data from the Brazilian industrial sector. The data was collected in a poultry feed factory located  in the state of Minas Gerais, Brazil. Its process can be summarized to creating pellets of ration for poultry from corn or soybeans and added nutrients. The factory produces at fullscale over the entire year, thus it has well-behaved usage patterns at any time. It operates from Mondays through Fridays (and occasionally on Saturdays, in case production is below the monthly target) on a daily three-turn shift from 10:00 PM to 05:00 PM.

Instructions: 

Based on NILM METADATA.

Each CSV file is named according to the appliance or circuit it represents.

 

IMDELD.hdf5 is the complete dataset that uses NILM METADATA and is fully compatible with NILMTK.

Categories:
3510 Views

A part of training data for the research (TII-18-1904, under review)

Categories:
122 Views

Simulation test data for the paper "Continuation Power Flow Model of Multi-area AC/DC Interconnected Systems

incorporating VSC-MTDC" are attached.

 

Model M1 refers to the  proposed CPF model. The nonlinear constraint equations of the directional trading active

power (DTAP)  derived from the bilateral power trading contracts (BPTC) are considered. The security control

behaviors for power allocation of tie-lines and the switch strategy of VSC controlling modes are also simulated

in this scheme.

 

Categories:
190 Views

This dataset could be used to reproduce the results of the AVM model proposed in the paper "Unified Modeling and Analysis of the Dual-Control High-Speed Response Brushless Excitation System of Synchronous Generators".

Categories:
143 Views

This file is from the software of PSS/E developed by Siemens PTI, desribing the load flow data of one 1648 bus system.

Categories:
853 Views

An effective use of electrochemical Energy Storage Systems (ESSs) is mandatory for improving the performances of next generation electric vehicles and hybrid electric vehicles, as well as of smart grid and microgrid systems.In particular, Battery Management Systems (BMSs) are useful devices aiming at monitoring, managing, and controlling the battery pack. One of the main task of any BMS is performing State of Charge estimation of the cells composing the ESS.

Categories:
8914 Views

Pages