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The power flow analysis of the distribution networks with penetration of non-linear loads can either be done using a power quality logging equipment to record the data of power quality phenomenon which is then used to accurately model the distribution network or the standard power quality load models are incorporated into the distribution network for simulation analysis [5].
The effectiveness of capacitor bank and harmonic filters for voltage profile improvement and harmonic distortion reduction were investigated in the study by [14] and [15] respectively.
Input Network data End Start Fig. 1.
Reinforcement with reactive power compensators and filters Conclusion and Recommendation Cost Analysis Load Flow analysis Harmonic Flow Analysis Power supply quality Analysis Distribution Network Modelling The IEEE 33-Bus distribution network was modelled with the data obtained from Sreevidya et al., (2019) and the mapping chart data of Benin Electricity Distribution Company (BEDC), Ado-Ekiti Business District was used to model Ajilosun 43-Bus Feeder network.
Power losses on the Distribution Network Feeders Power Losses Before Reinforcements After Reinforcements IEEE 33-Bus P- 385.67 kW, Q- 697.28 kVar P- 222.46 kW, Q- 648.33 kVar Ajilosun 43-Bus P- 707.24 kW, Q- 1,458.9 kVar P- 558.1 kW, Q- 1,227.95 kVar The results on Table 3 depicts a feeder capacity increase for the distribution networks due to the reduction in active power losses and an improvement in the power factor due to the reduction in reactive power losses.

The paper take 1.5mm DP600 steels as an example, experimental data shows that by optimizing electrode force during welding process, the width of weld lobe can be enlarged from 0.9kA to 2.1kA and the weldability of dual phase steel is improved greatly.
Introduction Since the requirement for automobile weight reduction is becoming more and more important and urgent, new types of advanced high-strength steel (AHSS) are introduced into automobile industry.
They offer a great opportunity for part weight reduction.

The system requires the controller to accomplish real time data acquisition.
The module decodes the angle data and save it to the register.
The controller read the angle data from the register directly.
The controller can get real-time data and not busy decoding the quadrature encodes pulses.
Each data was calculated mean value by many times.

The design of analysis system included the design of serial communication module, data storage module and data processing module.
The design of data collection in gamma energy spectrometer uses microcontroller technology and data analysis and processing uses virtual instrument technology in order to improve system interoperability, flexibility, maximum cost reduction.
It can use data packet including the identification of each segment, control segment, data segment and checksum blocks to communicate.
The format of data packets can improve the reliability of data between LabVIEW and serial communication.
Design of data storage module The function of module is saving and loading data of the system.

They are systems that manage product data and workflow [1].
Fig. 1: Type of data managed by PDM systems Expert Systems Overview.
• Product data-information management through a PDM system.
• Gather raw data from customers
• Interpret the raw data in terms of customers needs

Reduction of the boiler tube thickness will affect its service life even result in such serious accidents as tube explosion.
Reduction of the boiler tube thickness will affect its service life even result in such serious accidents as tube explosion [1-4].
Table 2 Operating data of SYCY-25 type vacuum deaerator date Vacuum degree(MPa) oxygen content at the entrance (mg/L) oxygen content at the export (mg/L) addition dosage (kg) oxygen content in supply water (mg/L) extra amount of chemicals(mg/L) 11.09.20 -0.098 9.2 0.331 5 0 3 11.09.21 -0.098 9.2 0.353 5 0.003 3 11.09.22 -0.098 9.2 0.361 5 0.003 3 11.09.23 -0.098 9.2 0.372 5 0.006 3 11.09.24 -0.098 9.3 0.412 5 0 3 11.09.25 -0.098 9.3 0.420 6 0 3 11.09.26 -0.098 9.4 0.446 6 0 3 11.09.27 -0.098 9.4 0.446 6 0.001 3 11.09.28 -0.098 9.4 0.458 6 0.005 3 11.09.29 -0.098 9.4 0.458 6 0.005 3 11.09.30 -0.098 9.4 0.458 6 0.003 3 11.10.01 -0.098 9.4 0.458 6 0 3 11.10.02 -0.098 9.5 0.475 6 0 3 11.10.03 -0.098 9.5 0.475 8 0 3 11.10.04 -0.098 9.5 0.482 9 0.002 3 Table 3 Operating data of SYCY-12 type vacuum deaerator date Vacuum degree(MPa) oxygen content at the entrance (mg/L) oxygen content at the export (mg/L) addition dosage (kg) oxygen content in supply water (mg/L) extra amount of chemicals
(mg/L) 11.09.20 -0.097 8.8 0.371 4 0.001 3 11.09.21 -0.097 8.9 0.373 4 0.003 3 11.09.22 -0.097 8.9 0.370 4 0.003 3 11.09.23 -0.097 8.9 0.373 4 0.003 3 11.09.24 -0.098 8.9 0.389 4 0.002 3 11.09.25 -0.098 8.9 0.395 4 0.002 4 11.09.26 -0.098 9.2 0.404 5 0.001 4 11.09.27 -0.098 9.2 0.410 5 0.001 4 11.09.28 -0.098 9.3 0.420 5 0.004 5 11.09.29 -0.098 9.3 0.420 5 0.005 4 11.09.30 -0.098 9.3 0.424 5 0.006 4 11.10.01 -0.099 9.4 0.430 5 0.006 3 11.10.02 -0.099 9.4 0.459 5 0.001 4 11.10.03 -0.099 9.4 0.467 5 0.001 4 11.10.04 -0.099 9.4 0.467 5 0.002 4 The data show that deaerating effect is ideal and the device runs steadily.

Although with the accumulation of technical data concerning the developed materials and structural elements obtained from the research programs, they are not systematically used in large scale in civil construction.
Baseline data, implementation records and progress reports are necessary to monitor and evaluate the achievement of the project’s objective.
% of effective cost reduction in implemented housing using NOCMAT.
It should reveal the effective changes observed by government action and relative advantages of the innovation to the users, improvements in warranty, reduction in complaints, new norms created or adopted for constructions, reduction of construction deficit.
It should present the economic and social advantages pointing out changes in local culture, increased applications for constructions, pollution reduction, waste reduction, number of inhabitants benefited by the project implementation, increased Human Development Index by NOCMAT utilization, improved dissemination of technical information.

Reflectance data were stored as log (1/R) (R= reflectance) at 1nm intervals (751 spectra data points).
Furthermore, it can also reduce repetition and redundancy of the input spectra data.
PCA is a method of data reduction that constructs new uncorrelated variables, known as principal components (PCs).
In addition, PCs can also eliminate noises and random errors in the original data.
As an effective approach to the separation of blind signal, ICA has recently attracted broad attention and has been successfully used in many fields. e.g., medical signal analysis, image processing, dimension reduction, fault detection and near-infrared spectral data analysis [12]-[14].

The results show that contamination of biodiesel/diesel blends in soil induced a reduction growth of P. putida.
Based on ‘Eurostat’ data there were 484.8 million tons of oil products used in the European Union (EU) in 2003, which was by 2% higher than in 2002 [2].
The presence of B5 biodiesel/diesel blends into soil was induced a reduction in growth of P. putida started at Day 9.
Sample Bioremediation period (Day); P. putida growth (CFU/ml) (n=3) 0 3 6 9 12 15 18 21 24 B5 1.2x107 2.6x107 4.4x107 5.0x107 3.2x107 2.4x107 1.2x107 5.0x106 5.0x106 Control 4.5x107 5.1x107 5.9x107 6.5x107 5.5x107 4.1x107 2.3x107 1.5x107 1.0x107 Conclusion Based on the obtained data it is concluded that the contamination of soil with biodiesel/diesel blends influenced the survival of P. putida.

Based on proposing the basic evaluation index of the thermal performance, the study analyzed the effect of outdoor temperature and wind speed on the heat recovery efficiency and the reduction of fresh air load.
This study measured the performance of plate fresh/exhaust sensible heat recovery system during winter and summer operation period, and chose stable test data to make sure the reliability of analysis data.
But the effect is limited under humid climate conditions and the reduction of fresh air load is even less than 10%.