The document describes the capabilities of Huawei's DTA Rule Library for analyzing 5G network issues from diagnostic test (DT) data. It includes modules for:
1. Analyzing 5G access, handover, and service retention issues to improve camping ratios.
2. Locating diagnostic exceptions based on event and call drop data to identify problems and provide optimization suggestions.
3. Analyzing neighboring cell and coverage issues to resolve handover and quality problems.
4. Identifying low throughput road sections, analyzing causes, and providing solutions to improve downlink throughput.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
3-DRIVE TEST Introduction ENGENHEIRO SENIOR EMERSON EDUARDO RODRIGUES.pptx
1. Huawei Confidential
1
Confidential C
Introduction to DTA Rule Library Capabilities
Functional
Module
Description
Networking
Supported
5G online
analysis
Analyzes the causes of 5G problems in NSA scenarios (ratio of NR SCG link seizure duration to total test
duration); analyzes 5G access, 4G/5G handover, and 5G service retention layer by layer; provides analysis
results to improve the 5G camping ratio. When the B1 event is reported but no SCG is added, the SCG is
deleted during the LTE handover, and the A3 event is reported but no handover occurs in the NR scenario,
provides specific optimization suggestions, such as those on incorrectly configured neighboring cells, X2 links,
PCIs, and anchoring parameters.
NSA
Event analysis
Locates DT exceptions based on the DT rule library and access, handover, and call drop events, generates
locating results, and improves KPIs. Based on abnormality rules, provides specific optimization suggestions for
neighboring cell and X2 optimization, and provides auxiliary optimization suggestions for poor quality and
interference over air interfaces.
NSASA
SA neighboring
cell optimization
Analyzes the following problems in SA scenarios: 5G-5G neighboring cell handover, 5G-4G neighboring cell
handover, PCI confusion, and PCI confusion after neighboring cells are added.
SA
Coverage
analysis
Analyzes problems, such as weak coverage and poor quality, during cluster optimization. It is a basic analysis
module for cluster optimization to handle coverage problems based on alarms, configuration, and planning and
construction information. In addition, the module can use the capabilities, such as ACP, to provide optimization
suggestions, for example, RF adjustment.
NSASA
Low throughput
analysis
This module can automatically identify the road sections with a low downlink throughput on the test route,
locate problems based on the DT rule library, and generate the locating result. This helps engineers formulate
the DT downlink throughput optimization solution and improve the 5G DT throughput. Auxiliary optimization
suggestions are provided based on the five factors that affect the throughput. Specific suggestions are
provided for low throughput problems caused by handovers.
NSASA
SA voice
analysis
For the voice solution in the SA EPS FB scenario, provides the following functions: EPS FB delay analysis,
event determination, and FR delay analysis.
SA
MOCN scenario
analysis
Supports PLMN exception check and analysis for DT data in MOCN and MORAN scenarios. NSASA
NR DT assisted analysis and optimization consists of the seven analysis modules listed in the following table. You can select analysis modules
based on scenarios.
2. Huawei Confidential
2
Confidential C
DTA Rule Library Capability – Low Throughput/Event Analysis
Introduction: The solution automatically identifies events and low-throughput road sections based on DT data, analyzes their root causes, and provides
handling suggestions.
KPI evaluation and problem
identification
Problem cause locating
Optimization suggestions
Checking problem road sections or cells based
on problem identification rules
Coverage interference: NR coverage interference
Signaling-plane problems: NR addition failures,
call drops, handover failures, re-establishment
problems, and frequent handovers
Service-plane problems: frequent handovers and
low rank
0%
20%
40%
60%
80%
100%
0%
10%
20%
30%
[0,600) [600,700) [700,800) [800,900) [900,1000) [1000,1100) [1100,1200) [1200,21000)
DL MAC Throughput
Problem road
sections
Downlink interference caused by the
same PCI mod 3 leads to anchor
reestablishment.
Improper MIMO beams cause cell
overlap interference.
Determining the problem causes based on problem locating rules
Re-establishment: The PCI mod 3 values of the anchor cells are the same, or the
neighboring cell of the anchor cell is missing, resulting in handover failures and re-
establishment.
Frequent handover: Overshoot coverage of anchor cells due to improper downtilts, and
overshoot coverage of NR cells due to improper MIMO beam configurations occur.
Low rank: Multiple paths cannot be formed due to incorrect rank parameter
configurations or open areas.
Low-throughput road sections: Parameter configurations are incorrect, or configurations
of fixed rank parameters are improper.
0%
20%
40%
60%
80%
100%
0%
5%
10%
15%
20%
25%
30%
35%
DL MAC Throughput
General optimization measures
Basic problem: generating the base
stations that have alarms reported or
have not been reconstructed
Hard adjustment: optimizing antenna
parameters
Soft adjustment: adding X2 links and
neighboring cells, and optimizing
performance parameters
3. Huawei Confidential
3
Confidential C
DTA Rule Library Capability – Voice EPS FB
EPS FB intelligent
demarcation tool
Problem locating engine
Process conflict
SIP exception
Paging failure
XXX
60+
judgment rules
Automatic identification of parameter configuration problems:
Function/policy parameter modification script
Intra-frequency and co-PCI conflicting neighboring
cells/missing neighboring cells
Automatic identification of air interface problems:
Coverage/poor-quality cell association
Automatic identification of SIP exceptions:
Identification of the first release point
Cause extraction of abnormal messages
Rectification of known problems
PA/PHU test logs
Dingli (10.4.0.95 or
later) test logs
Site configuration
files
EPs
Root cause
&
optimization
solution
output
XXX
Function switch/license problem
Neighboring cell configuration problem
B1 measurement and control not delivered
Redirection instead of handover
implemented
Air interface poor quality
Data sources
MO and MT
log association
RAN Core network Device
Troubleshooting guide for one-problem scenario
30+ suggestions for known problem
troubleshooting
Rules for triggering four types of abnormal SIP
messages
GENEXCloud
DT
indicator
statistics
E2E call completion rate
EPS FB handover/redirection success rate
MO and MT delay and segmentation in the 5G-to-5G
and 5G-to-4G scenarios
Fast return success rate & segment delay
Statistics on EPS FB priorities
Internal guides, supporting
in-depth locating
Introduction: The solution automatically collects statistics on the EPS FB success rate and delay based on DTs, analyzes events, and provides solutions.
(voice rule)
4. Huawei Confidential
4
Confidential C
DTA Rule Library Capability – MOCN PLMN Check
China Unicom
construction area
Original 4G network: 1.8 GHz, 2.1 GHz,
and 900 MHz
46001
Adding SgNB
Host operator
Original 4G network: 1.8 GHz/
2.1 GHz/800 MHz
46011
NR:46001/46011
5G shared
by the host
operator
Guest operator
NSA UE:
NSA UE:
4G-only UE
4G-only UE
NR: 46001/46011
5G shared
by the host
operator
2
1
1
2
Problems from the anchor side to the NR side for
guest operators
Problems from the NR side to the NR side for
guest operators
Problem Type Root Cause
• Event B1
reported, but
no SCG added
• SCG deleted
due to anchor
switchover
• A3 reported
but no
handover
occurs
PLMN misconfiguration of neighbor relationships
between LTE and shared NR
Inconsistency between PLMN and NR shared PLMN
list
NrExternalCellPlmn misconfiguration from LTE to
Shared NR
Problem Type Root Cause
A3 reported but
no handover
occurs
PLMN misconfiguration from NR to NR neighboring
cells
NREXTERNALNCELLPLMN missing configuration
from NR to NR neighboring cells
TAC misconfiguration in the PLMN list of external
NR cells
In the China Telecom and China Unicom scenario, the host operator uses the existing policy, but the PLMN configuration
may be incorrect at the guest operator side. The NR DT assisted analysis and optimization adds PLMN check rule
capabilities, such as SCG addition and intra-frequency handover for the guest operator.