Norton Paradigm is an innovative porous metal bond platform featuring an exclusive chemistry delivering an entirely new grain adhesion science, resulting in improved product versatility across a wide range of precision grinding applications.
Norton Paradigm is an innovative porous metal bond platform featuring an exclusive chemistry delivering an entirely new grain adhesion science, resulting in improved product versatility across a wide range of precision grinding applications.
Norton lanserar ett nytt metallbindemedel för diamantslipskivor. Det nya bindemedlet, som har beteckningen Paradigm, har hög porositet och bättre fasthållning av slipkornen vilket ger kostnadseffektiviseringar vid precisionsslipning av hårdmetall.
Norton lanseeraa uuden metallisen sideaineen timattihiomalaikoille. Uusi Paradigm-sideaine on erittäin huokoinen ja siinä on parempi hiomajyvän kiinnitys, minkä ansiosta kovametallin hionnassa saavutetaan kustannussäästöjä.
Advances in the Grinding of Aerospace Engine MaterialsNortonAbrasivesSGA
Norton | Saint-Gobain Abrasives application engineer, Dr. K.Philip Varghese, shares the results of testing modern grinding and polishing products on common Aerospace materials including gamma titanium aluminide and IN718. Learn how these advancements are saving time and money for the aerospace industry. For more information visit http://nortonsga.us/aerospace.
As rail track technology continues to make major advances, the requirement for abrasives in maintenance and repair operations is increasing. As a multi-solution provider, Saint-Gobain offers a number of abrasive products which comply with all European health, safety and environmental standards and are specially designed for cutting and grinding rail track and surrounding materials.
From May 2015 the upgraded ultra-thin 1.0mm cutting wheels are available in 115mm and 125mm. Saint-Gobain Abrasives have enhanced wheel performance by up to 30%, with aggressive, yet clean cut through steel and stainless steel, reduced vibration levels and further extended product life.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Norton lanserar ett nytt metallbindemedel för diamantslipskivor. Det nya bindemedlet, som har beteckningen Paradigm, har hög porositet och bättre fasthållning av slipkornen vilket ger kostnadseffektiviseringar vid precisionsslipning av hårdmetall.
Norton lanseeraa uuden metallisen sideaineen timattihiomalaikoille. Uusi Paradigm-sideaine on erittäin huokoinen ja siinä on parempi hiomajyvän kiinnitys, minkä ansiosta kovametallin hionnassa saavutetaan kustannussäästöjä.
Advances in the Grinding of Aerospace Engine MaterialsNortonAbrasivesSGA
Norton | Saint-Gobain Abrasives application engineer, Dr. K.Philip Varghese, shares the results of testing modern grinding and polishing products on common Aerospace materials including gamma titanium aluminide and IN718. Learn how these advancements are saving time and money for the aerospace industry. For more information visit http://nortonsga.us/aerospace.
As rail track technology continues to make major advances, the requirement for abrasives in maintenance and repair operations is increasing. As a multi-solution provider, Saint-Gobain offers a number of abrasive products which comply with all European health, safety and environmental standards and are specially designed for cutting and grinding rail track and surrounding materials.
From May 2015 the upgraded ultra-thin 1.0mm cutting wheels are available in 115mm and 125mm. Saint-Gobain Abrasives have enhanced wheel performance by up to 30%, with aggressive, yet clean cut through steel and stainless steel, reduced vibration levels and further extended product life.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
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.
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 billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
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.
Online aptitude test management system project report.pdfKamal Acharya
The purpose of on-line aptitude test system is to take online test in an efficient manner and no time wasting for checking the paper. The main objective of on-line aptitude test system is to efficiently evaluate the candidate thoroughly through a fully automated system that not only saves lot of time but also gives fast results. For students they give papers according to their convenience and time and there is no need of using extra thing like paper, pen etc. This can be used in educational institutions as well as in corporate world. Can be used anywhere any time as it is a web based application (user Location doesn’t matter). No restriction that examiner has to be present when the candidate takes the test.
Every time when lecturers/professors need to conduct examinations they have to sit down think about the questions and then create a whole new set of questions for each and every exam. In some cases the professor may want to give an open book online exam that is the student can take the exam any time anywhere, but the student might have to answer the questions in a limited time period. The professor may want to change the sequence of questions for every student. The problem that a student has is whenever a date for the exam is declared the student has to take it and there is no way he can take it at some other time. This project will create an interface for the examiner to create and store questions in a repository. It will also create an interface for the student to take examinations at his convenience and the questions and/or exams may be timed. Thereby creating an application which can be used by examiners and examinee’s simultaneously.
Examination System is very useful for Teachers/Professors. As in the teaching profession, you are responsible for writing question papers. In the conventional method, you write the question paper on paper, keep question papers separate from answers and all this information you have to keep in a locker to avoid unauthorized access. Using the Examination System you can create a question paper and everything will be written to a single exam file in encrypted format. You can set the General and Administrator password to avoid unauthorized access to your question paper. Every time you start the examination, the program shuffles all the questions and selects them randomly from the database, which reduces the chances of memorizing the questions.
6. 6 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
Grinding Wheel constituents
• Thousands of sharp Abrasive grains
• Bond to hold the grains firmly together
• Structure or grain spacing
Abrasive
Structure
Pores
Bond
Grade
Abrasive
Grain
7. 7 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
Abrasives
A, 32A, 38A, 86A, 37C, 39C,
SG, TG, NQ, NQG, NQK, NPG,
NZ,ZF,ZS
Grit Size
Coarse Med. Fine Very
Fine
10 30 70 220
12 36 80 240
14 40 90 280
16 46 100 320
20 54 120 400
24 60 150 500
180 600
Structure
The structure
number of a wheel
refers to the
relative spacing of
the grains of
abrasive; the
larger the number,
the wider the
grain spacing.
Bond Type
V = Vitrified
B = Resinoid
R = Rubber
Manufacturer Symbol
Letter or numeral or both to
designate a variation or
modification of bond or
other characteristic of the
wheel. Typical symbols are
“P”, “G”, “BE”.
Grade
Soft Med Hard
A E I M Q V
B F J N R W
C G K O S X
D H L P T Y
U Z
5ZFQ16-4SBF2
8. 8 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
• Abrasives are very hard materials … that can be used for removing / shaping / finishing other
( relatively ) softer materials … by a grinding or abrading action.
• Conventional abrasives are of 2 types
• Aluminum Oxide (AlO) Used to grind ferrous material/alloys
• Silicon Carbide (SiC) Used to grind non-ferrous material/alloys
Brown White Purple
Monocryst. Pink Ceramic Black
SiC
Green
SiC
Zirconia
Alumina Norzon
9. 9 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
1. GRIT SIZE
Grit Size is the grain size measured in terms of the approximately number of
openings per linear inch in the final screen used to size the grain.
2. GRADE
A B C D E F G H I J K L M N O P Q R S T U V W X Y Z
SOFT MEDIUM HARD
Cuts cooler
Cuts faster
Wears less
Keeps its shape
MORE BOND
10. 10 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
3. STRUCTURE
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14
More space between grains & less abrasive in the wheel
CLOSED MEDIUM OPEN
4. BOND
VITRIFIED (Glass)
• Rigid
• Low Std. speeds.
• Hold Form.
• Fragile
• Fired - 900 - 1200 °C
Lower Impact Resistivity.
No Shelf Life.
ORGANIC (Resin, Rubber, Shellac)
• Flexible
• High Speed
• Better Finish
• Impact Resistant
• Cured - 200 °C
– Reinforceable
Lower Heat Resistance
Less Chemically durable
Shelf Life – 1-2 year
11. 11
Hardness of Selected Materials Including Abrasives
Hardness, HK (kg/mm2)
7000
4700
2750
2500
2400
2100
1900
1800
1500
1360
1150
825
820
550
500
370
185
135
0 1000 2000 3000 4000 5000 6000 7000 8000
Diamond
CBN
Boron carbide
Vanadium carbide
Silicon carbide
Aluminum oxide
Tungsten carbide
Silicon nitride
Zirconium oxide
Garnet
Silicon
Hardened steel
Quartz
Ferrite
Glass
Magnesia
Soft steel
Calcite
Material
Conventional
Hardness is the property of a material
that enables it to resist plastic
deformation, penetration, indentation
and scratches.
Friability Ability of an abrasive to
fracture and expose new sharp points
within the same grain. Friable abrasives
fracture readily, maintain sharpness and
reduce chance of thermal metal damage.
Super-abrasive
12. 12 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
• LDCOW wheel made at the following locations :
• North America Worcester Plant
• Europe AMI Italy
15. 15 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
Pre dressing inspection
• Sand Blast Penetration (Assures specification &
Hardness)
• E-Mod (Assures wheel integrity & hardness)
• Density (Assures specification)
Final Inspection
• Speed testing (Assures wheel integrity)
• Imbalance (Assures proper use)
• Dimensional testing
16. 16 STEEL INDUSTRY - TRAINING HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
Square Bar
Pipe
Round Bar
shaft Bearing Military Pipe Sheet metal Slab
18. 18 STEEL INDUSTRY - TRAINING HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
Primary
NZ Premium Zirconia
ZF Sharpened Zirconia Aluminium
Q Doped Aluminium Oxide
O Sintered Bauxite
K Premium aluminium oxide
Conventional
A Fused aluminium oxide
U Blocky aluminium oxide
D Semi-friable aluminium oxide
R Friable pink aluminium oxide
C Black Silicon Oxide
TOROS
A Aluminium Oxide (including SG,XG & NQ)
C Silicon Carbide
ZF Zirconia (Zf & NZ)
AZ Aluminium Oxide & Zirconia Blend
Abrasive Nomenclature
19. 19 STEEL INDUSTRY - TRAINING HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
20. 20 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
The diagram below shows an example of a traverse cutting-off application with main operating parameters highlighted.
PROFILE CHARACTERISTICS
Wheel profile is influenced by internal fiberglass, layer & working par.
• Square/Light Convex: most common for correct application
• Concave: most common when mild specifications are used with light pressure on the work-piece.
Helps to maintain straight cutting.
• Pointed: wheel is too hard cutting or feed rate is too slow
25. 25 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
Application
Wheel
Breakage
Handling,
Storage
Machine
Maint.
The
Creative
Mind
Speed
Mounting
IMPROPER SPEED
Excessive speed can be a result of
various causes:
• Mounting oversize wheels
• Excessive power (electrical or
pneumatic)
• Wrong mechanical configuration
(gear or pulley ratio)
26. 26 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
PROPER IMPROPER
27. 27 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
• Method of detecting a cracked wheel
• Primarily applies to vitrified grinding wheels
• An undamaged wheel will produce a clear,
ringing tone
• A cracked wheel will produce a dull, dead
tone
28. 28 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
• Your best protection against a broken grinding wheel
• Also protects against contact with rotating grinding
wheel
• Guards prevent over-size wheels being mounted
• Important to position the guard correctly to protect
the operator
• Rule of Thumb – if it doesn’t have a guard, it is the
wrong tool! (very few exceptions)
29. 29 HIGH PERFORMANCE SOLUTIONS • ABRASIVES & COMPOSITE SYSTEMS
• Wear eye (safety glasses)
and face protection (face
shield where applicable)!
• Wear gloves, apron, arm
guards, safety shoes, etc.
• Airborne particulates
control