The document discusses advanced carburizing processes and issues with vacuum carburizing. It then summarizes the SOLO ECOCARB process as an alternative that does not require vacuum. The key points are:
1) Vacuum carburizing had limitations in terms of productivity, flexibility of hardening media, and mechanical properties achieved.
2) SOLO developed the ECOCARB process that inhibits surface oxidation without vacuum through tight furnace control and gas mixtures.
3) ECOCARB allows carburizing in normal furnaces, with no loading restrictions and the ability to quench in various media for optimized properties.
Review of Gas Turbine Combustion Chamber Designs to Reduce EmissionsIJAEMSJORNAL
Ensuring the environmental safety of aircraft engines is an important task for developers. This problem is becoming more urgent due to an increase in engine power, since an increase in power is achieved primarily by increasing the temperature in the combustion chamber, leading to an increase in NOx emissions. In this study, the problem of emission in the aviation industry and ways to solve it were considered. Separately, the method of reducing emissions by changing the design of combustion chambers was considered in more detail.
The explosion hazard in urea process (1)Prem Baboo
In Urea plant passivation air is used in reactor, stripper and downstream of the all equipments. The reactor liner material used Titanium, Zirconium, SS 316L (urea grade), 2RE-69 and duplex material .except Titanium and Zirconium all stainless steel required more passivation air. In CO2 some quantity of Hydrogen is present about 0.14% to 0.2% . The passivation oxygen and Hydrogen makes explosive mixture. To avoid a fire or explosion in a process vessel is to introduce inert (noncombustible) gases in such a way that there is never a mixture with a combustible concentration in exit of MP vent. Mixtures of fuel, oxygen, and inert gases are not combustible over the entire range of composition. In CO2 stripping process the HP scrubber is the risky vessel and this vessel consisting blanketing sphere, Heat exchanger part and a scrubbing part. With help of triangular diagram that shows the shape of the combustible/noncombustible regions for a typical gaseous mixture of fuel, oxygen, and inert at specified temperature and pressure. Present article how to avoid that combustible rang and how to tackle that gases in CO2 & ammonia stripping process.
Review of Gas Turbine Combustion Chamber Designs to Reduce EmissionsIJAEMSJORNAL
Ensuring the environmental safety of aircraft engines is an important task for developers. This problem is becoming more urgent due to an increase in engine power, since an increase in power is achieved primarily by increasing the temperature in the combustion chamber, leading to an increase in NOx emissions. In this study, the problem of emission in the aviation industry and ways to solve it were considered. Separately, the method of reducing emissions by changing the design of combustion chambers was considered in more detail.
The explosion hazard in urea process (1)Prem Baboo
In Urea plant passivation air is used in reactor, stripper and downstream of the all equipments. The reactor liner material used Titanium, Zirconium, SS 316L (urea grade), 2RE-69 and duplex material .except Titanium and Zirconium all stainless steel required more passivation air. In CO2 some quantity of Hydrogen is present about 0.14% to 0.2% . The passivation oxygen and Hydrogen makes explosive mixture. To avoid a fire or explosion in a process vessel is to introduce inert (noncombustible) gases in such a way that there is never a mixture with a combustible concentration in exit of MP vent. Mixtures of fuel, oxygen, and inert gases are not combustible over the entire range of composition. In CO2 stripping process the HP scrubber is the risky vessel and this vessel consisting blanketing sphere, Heat exchanger part and a scrubbing part. With help of triangular diagram that shows the shape of the combustible/noncombustible regions for a typical gaseous mixture of fuel, oxygen, and inert at specified temperature and pressure. Present article how to avoid that combustible rang and how to tackle that gases in CO2 & ammonia stripping process.
Introduction – VULCAN Series Xc 300
Process Benefits
Catalyst Benefits
Catalyst Properties
Principal Applications
Bender Catalyst Replacement
Kerosene Sweetening
Chemistry
Process Requirements
Bender History
Lead Health Hazard Information
Process Objectives
Process Improvement Summary
GBHE Commercial Experience
Introduction
reasons for purification, types of poisons, and typical systems
2. Hydrogenation
3. Dechlorination
4. Sulfur Removal
5. Purification system start-up and shut-down
Un nouveau concept de four à passage optimisé pour le traitement à façonSOLO Swiss SA
Les traiteurs à façon se doivent de répondre aux exigences de leurs clients à la fois en matière de productivité et de qualité des traitements. Pour les assister au mieux dans cette démarche, SOLO Swiss a développé un nouveau concept de four de traitements thermochimiques répondant à des cahiers des charges évolutifs.
Introduction – VULCAN Series Xc 300
Process Benefits
Catalyst Benefits
Catalyst Properties
Principal Applications
Bender Catalyst Replacement
Kerosene Sweetening
Chemistry
Process Requirements
Bender History
Lead Health Hazard Information
Process Objectives
Process Improvement Summary
GBHE Commercial Experience
Introduction
reasons for purification, types of poisons, and typical systems
2. Hydrogenation
3. Dechlorination
4. Sulfur Removal
5. Purification system start-up and shut-down
Un nouveau concept de four à passage optimisé pour le traitement à façonSOLO Swiss SA
Les traiteurs à façon se doivent de répondre aux exigences de leurs clients à la fois en matière de productivité et de qualité des traitements. Pour les assister au mieux dans cette démarche, SOLO Swiss a développé un nouveau concept de four de traitements thermochimiques répondant à des cahiers des charges évolutifs.
How to Make Awesome SlideShares: Tips & TricksSlideShare
Turbocharge your online presence with SlideShare. We provide the best tips and tricks for succeeding on SlideShare. Get ideas for what to upload, tips for designing your deck and more.
This is a report on the design of a plant to produce 20 million standard cubic feet per day (0.555 × 106 standard m3/day) of hydrogen (H2) of at least 95% purity from heavy fuel oil (HFO) with an upstream time of 7680 hours/year applying the process of partial oxidation of the heavy oil feedstock.
Minimising emissions, maximising alternative fuelsA TEC Group
Dr. Stefan Kern, A TEC Production and Services GmbH, details the conversion of the kiln at Lafarge Retznei and shows how an optimised calciner design allowed for 100% alternative fuel usage.
"Minimising emissions, maximising alternative fuels". Article published on World Cement Magazine, edition June 2022.
If the material of liner changed with 2RE 69 or Duplex material instead of SS316(urea grade), then passivation air can be reduced, resulting the energy saving because the inerts vented from M.P section and loss of ammonia and problem of pollution. To enhance capacity and energy of the existing plant the internals like vortex mixture and HET may be changed the capacity may increase up to 10-15%.HET, you can changed with super cup.The CO2 and feed top of the vortex mixture nozzle and Ammonia plus carbamate feed from side of the vortex mixture. In the mixing area the initial dispersion of gas and formation of liquid – gas mixture are performed.
Rh/CeO2 Thin Catalytic Layer Deposition on Alumina Foams: Catalytic Performan...CarmenMoncada10
The application of ceramic foams as structured catalyst supports is clearly expanding due to faster mass/heat transfer and higher contact efficiency than honeycomb monoliths and, mainly, packed beds. In this paper, alumina open-cell foams (OCFs) with different pore density (20, 30 and 40 ppi) were coated with Rh/CeO2 catalyst via a two steps synthesis method involving: (i) the solution combustion synthesis (SCS) to in-situ deposit the CeO2 carrier and (ii) the wet impregnation (WI) of the Rh active phase. The catalytic coatings were characterized in terms of morphology and adhesion properties by SEM/EDX analysis and ultrasounds test. Permeability and form coefficient were derived from pressure drop data. Catalytic performance was evaluated towards biogas Steam Reforming (SR) and Oxy-Steam Reforming (OSR) processes at atmospheric pressure by varying temperature (800–900 °C) and space velocity (35,000–140,000 NmL·g−1·h−1). Characteristics time analysis and dimensionless numbers were calculated to identify the controlling regime. Stability tests were performed for both SR and OSR over 200 h of time-on-stream (TOS) through consecutive start-up and shut-down cycles. As a result, homogenous, thin and high-resistance catalytic layers were in situ deposited on foam struts. All structured catalysts showed high activity, following the order 20 ppi < 30 ppi ≈ 40 ppi. External interphase (gas-solid) and external diffusion can be improved by reducing the pore diameter of the OCF structures. Anderson criterion revealed the absence of internal heat transfer resistances, as well as Damköhler and Weisz-Prater numbers excluded any internal mass transfer controlling regime, mainly due to thin coating thickness provided by the SCS method. Good stability was observed over 200 h of TOS for both SR and OSR processes.
A low-carbon steel wire of AISI 1022 is used to easily fabricate into self-drilling tapping screws,
which are widely used for construction works. The majority of carbonitriding activity is performed to improve
the wear resistance without affecting the soft, tough interior of the screws in self-drilling operation. In this
study, Taguchi technique is used to obtain optimum carbonitriding conditions to improve the mechanical
properties of AISI 1022 self-drilling tapping screws. The carbonitriding qualities of self-drilling tapping screws
are affected by various factors, such as quenching temperature, carbonitriding time, atmosphere composition
(carbon potential and ammonia level), tempering temperature and tempering time. The quality characteristics of
carbonitrided tapping screws, such as case hardness and core hardness, are investigated, and so are their
process capabilities. It is experimentally revealed that the factors of carbonitriding time and tempering
temperature are significant for case hardness. The optimum mean case hardness is 649.2HV. For the case
hardness, the optimum process-capability ratio increases by about 200% compared to the original result. The
new carbonitriding parameter settings evidently improve the performance measures over their values at the
original settings. The strength of the carbonitrided AISI 1022 self-drilling tapping screws is effectively improved.
Similar to Advanced carburizing in muffle type furnaces e-light (20)
Durchlaufofen mit Abschreckbad Typ SOLO® 302SOLO Swiss SA
Förderbandöfen unter Schutzgasatmosphäre mit schneller Abkühlung in verschiedenen Abschreckmedien. Alle SOLO Swiss Öfen sind mit einer feuerfesten Stahlmuffel für präzise Wärmebehandlungen (schnelle Aufbereitung der verschiedenen Prozesse) ausgestattet.
Four continu avec bac de trempe type SOLO® 302SOLO Swiss SA
Fours en continu sous atmosphère de protection avec refroidissement rapide dans différents fluides de trempe. Tous les fours SOLO Swiss sont équipés d’un moufle en acier réfractaire pour des traitements thermiques précis (préparation rapide des différents procédés).
Conveyor furnaces with quenching tank type SOLO® 302SOLO Swiss SA
Furnaces under protective atmosphere with rapid cooling in different quenching media. All SOLO Swiss furnaces are equipped with a refractory steel muffle for precision heat treatment (fast conditioning of different processes).
Chauffe et refroidissement sous atmosphère de protection. Tous les fours SOLO Swiss sont équipés de moufles en acier réfractaire pour un traitement thermique de précision.
Heating and cooling under protective atmosphere. All SOLO Swiss furnaces are equipped with refractory steel muffles to provide precision heat treatment.
Das einzigartige, multifunktionelle Glockenofen Konzept mit mehreren Abschreckbädern ermöglicht einen direkten und schnellen Transfer der Charge vom Ofen bis zum Abschreckbad. Die modulare Bauart ermöglicht jeder Zeit eine Erweiterung und erlaubt Kombinationen mit allerlei Typen von Atmosphären und Abschreckmedien. Temperaturen bis zu 1050°C. Verfügbare Versionen: manuell /
halbautomatisch / vollautomatisch.
Four a cloche type SOLO Swiss Profitherm SOLO Swiss SA
Cette combinaison unique et multifonctionnelle de fours à cloche et de plusieurs bacs de trempe permet un transfert automatique direct et rapide de la charge du four vers le bac de trempe. La conception modulaire facilite des extensions éventuelles et tous types d’atmosphères et milieux de trempe. Température jusqu’à 1050°C. Versions disponibles : Manuelles / Semi-automatiques / Entièrement automatiques.
Flyer Bell type furnace SOLO Swiss Profitherm SOLO Swiss SA
A unique, multifunctional arrangement of bell furnaces and multiple quench tanks, with a direct and rapid transfer of the load from the furnace(s) to the quench tank. A modular design enables easy expansions with all types of atmospheres and quench media. Temperature up to 1050°C. Available versions: Manual/Semi-automatic/Fully-automated.
Atmosphere furnaces for metal heat treatment_chinese language flyerSOLO Swiss SA
SOLO Swiss manufactures advanced industrial furnaces for the heat treatment of metals since 1924.
SOLO Swiss offers atmosphere furnaces, batch furnaces, bell-type furnaces, continuous furnaces, mesh belt furnaces used in variety of heat treatment processes: carburizing, hardening, tempering, annealing, austempering, nitriding, brazing, carbonitriding, sintering, nitrocarburizing, oxinitriding, quenching.
Forni in Atmosfera per il Trattamento Termico dei MetalliSOLO Swiss SA
SOLO Swiss è costruttore di forni industriali per il trattamento termico dei metalli dal 1924.
SOLO costruisce forni in atmosfera controllata, forni tipo batch, forni a campana,forni continui, forni a nastro utilizzati in diversi processi di trattamenti termici: cementazione, cementazione accelerata, tempra, ricottura, rinvenimento, brasatura, carbonitrurazione, nitrurazione.
Hornos de Atmósfera para tratamiento térmico de metalesSOLO Swiss SA
SOLO Swiss fabrica hornos industriales avanzados para el tratamiento térmico de metales desde 1924.
SOLO Swiss ofrece hornos de atmósfera, los hornos de proceso por lotes, hornos de campana, hornos continuos utilizados en una variedad de procesos de tratamiento térmico: cementación, templado, revenido, recocido, transformación bainítica, nitruración, soldadura, carbonitruración, sinterización, nitrocarburación, oxinitruración, temple.
Schutzgasöfen für Wärmebehandlung von MetallenSOLO Swiss SA
SOLO Swiss baut moderne Industrieöfen für die Wärmebehandlung von Metallen seit 1924.
SOLO Swiss bietet Schutzgasatmosphären-Öfen, Kammeröfen, Glockenöfen, Durchlauföfen, Förderbandöfen für verschiedene Wärmebehandlungsverfahren: Vergüten, Härten, Aufkohlen, Karbonitrieren, Nitrieren, Nitrokarburieren, Oxinitrieren, Anlassen, Glühen, Löten, Sintern.
Fours sous atmosphère pour le traitement thermique du métalSOLO Swiss SA
SOLO Swiss est constructeur de fours industriels pour le traitement thermique des métaux depuis 1924.
SOLO construit des fours sous atmosphère contrôlée de type batch, fours à cloche, fours à pot, fours à moufles, fours de trempe et des fours continus, fours à passage, fours à bande avec trempe en ligne pour une grande variété de traitement thermiques: cémentation, cémentation accélérée, trempe, recuit, revenu, brasage, carbonitruration, nitruration.
Atmosphere furnaces for metal heat treatmentSOLO Swiss SA
SOLO Swiss manufactures advanced industrial furnaces for the heat treatment of metals since 1924.
SOLO Swiss offers atmosphere furnaces, batch furnaces, bell-type furnaces, continuous furnaces, mesh belt furnaces used in variety of heat treatment processes: carburizing, hardening, tempering, annealing, austempering, nitriding, brazing, carbonitriding, sintering, nitrocarburizing, oxinitriding, quenching.
SOLO Swiss Service: NACHRÜSTUNG - WARTUNG - AUSBILDUNG - NORMKONFORMITÄT.
Mit 100 Jahren Know-how hat SOLO Swiss mehr als 20.000 Öfen weltweit geliefert und
betreut seine Kunden einen Service mit mehrsprachigen technischen Ansprechpartnern.
SOLO Swiss Services : RETROFIT
- MAINTENANCE - FORMATION -
MISE EN CONFORMITE.
Avec près de 100 ans de savoir-faire, SOLO Swiss a livré plus de 20’000 fours dans le
monde et assure un service à ses clients avec des interlocuteurs techniques multilingues.
SOLO Swiss Services: RETROFIT - MAINTENANCE - TRAINING - COMPLIANCE.
With almost 100 years of know-how, SOLO Swiss has delivered more than 20,000 furnaces worldwide and provides service to its customers with multilingual technical contact persons.
Atmosphere furnaces for metal heat treatmentSOLO Swiss SA
SOLO Swiss manufactures advanced industrial furnaces for the heat treatment of metals since 1924.
SOLO Swiss offers atmosphere furnaces, batch furnaces, bell-type furnaces, continuous furnaces, mesh belt furnaces used in variety of heat treatment processes: carburizing, hardening, tempering, annealing, austempering, nitriding, brazing, carbonitriding, sintering, nitrocarburizing, oxinitriding, quenching.
Атмосферные печи для термообработки металловSOLO Swiss SA
SOLO Swiss производит передовые промышленные печи для термообработки металлов с 1924 года.
SOLO Swiss предлагает печи с защитной атмосферой, печи периодического действия, колпаковые, проходные, конвейерные печи, используемые в различных процессах термической обработки: науглероживание, закалка, отжиг, отпуск, изотермическая закалка, азотирование, пайка, нитроцементация, нормализация, спекание.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Advanced carburizing in muffle type furnaces e-light
1. Advanced Carburizing in Muffle-type Furnaces
The so-called "advanced carburizing processes" were developed in the early 90's in Europe and in the
mid-90's, the automobile industry has invested in production line furnaces based on vacuum carburizing
associated with high pressure gas quenching for gears and shafts. As the vacuum carburizing process
was not protected by international patents, many furnaces manufacturers worldwide have proposed this
technique on the market. At this period of time, most of users had the feeling that this new process would
replace gas carburizing in the very near future.
After almost 10 years of experience, the market for vacuum carburizing furnaces undergoes a serious
drop since the recent 4 years and the investment is now limited to specific applications and special parts.
Three main reasons explain the lack of interest for the vacuum carburizing industrial applications:
I. Costs and productivity
Although the overall carburizing duration is reduced by vacuum carburizing since the saturation and
carbon enrichment phases are processed at the maximum theoretical speeds, the productivity in terms
of tons/hour with respect to the furnace e volume is limited. This is mainly due to required spacing
between the parts for the carburizing but more specifically to the fact that vacuum carburizing is most of
the time associated with high pressure gas quenching which limits the loading density.
As the investment cost is much higher than that of a gas carburizing furnace it is obvious that the limited
productivity is major disadvantage.
II. Flexibility and hardening media
Despite intense technical development, the application of the vacuum carburizing is mainly restricted to
high pressure gas quenching, up to 15-20 bars. Industrial oil quenching applications are rare and hot oil
(> 130 °C) or salt quench applications (> 200 °C) have not been successfully applied for industrial
production. Although the steel manufacturers have increase their efforts in developing new high alloyed
steels to optimize the use of gas quenching at reasonable pressures (5 to 8 bars) [1], the scattering of
the results (dispersion) is still very important and the expected reduced distortion with respect to oil is still
not reliable.
III. Mechanical properties
The most expected benefit of the vacuum carburizing was a significant increase of the mechanical
properties, namely the fatigue resistance and the resilience resistance. This increase was expected
since the vacuum carburizing inhibits the formation of the intergranular oxidation at the surface of the
parts compared to conventional gas carburizing. Recently published reports [2], [3] have shown such
was not the case, and that in most of the cases, the measured mechanical resistance properties were
lower (20 - 30%) for the vacuum carburized and gas quenched parts that for the conventional
carbonitrided and oil quenched parts [2] for 16MnCr5 and 27MnCr5 type of steels. The main reason for
this lack of mechanical properties is explained by the evaporation and the migration of alloy element
(namely Mn) at the surface of the steel in vacuum. Furthermore, the results clearly show that the
measured properties (fatigue, hardness) had a much broader dispersion for the vacuum carburized
parts, leading to poor statistical CAM/CPK results.
www.soloswiss.com
2. Alternatives to vacuum carburizing
Since the vacuum carburizing did not process did not meet the expected advantages in terms of quality,
productivity and mechanical properties, furnaces manufacturers and steel producers are developing new
techniques to overcome both the problems related to conventional gas carburizing and vacuum
carburizing.
One of the current trends is to develop new steels for high temperature carburizing application, in order
to reduce the carburizing and diffusion duration [4]. Such future steels would have a stabilized grain
growth at elevated temperatures, but their use in vacuum carburizing would be limited since
measurements [4] have shown an important drop in nitrogen content (> 50%) in the steel close to the
surface (0 - 0,2 mm); elevated temperatures will also increase the evaporation and migration of alloy
elements mentioned before.
Another trend is to develop new processes and furnaces design to overcome the difficulties faced with
vacuum carburizing furnaces. The goal is to obtain a carburizing process which inhibits the formation of
intergranular oxides network without modifying the alloy elements dispersion (no Mn evaporation) even
at high temperatures, and a furnace design which allows to harden (quench) in any media to get the best
possible quality, productivity and mechanical properties.
Figure 1 :
Schematic representation of a gas-solid reaction with respective kinetics resistances
In the recent years, SOLO Switzerland has developed and patented a process to meet such
requirements:
- inhibit intergranular oxidation at the surface
- use of normal hot wall furnaces (no vacuum, inhibit Mn evaporation)
- no loading density limitation
- enable maximum flexibility for mechanical requirements (controlled rest-austenite from 1-2 % to over
30%)
- quench and harden in any media including high gas pressure, hot oil or hot baths
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3. SOLO ECOCARB process description
The general flow rate of carbon in a conventional carburizing process is given by the combination of
three flows (figure 1):
Φ = Φ1 = Φ2 = Φ3 (1)
Whereas, Φ1 is the flow density into the gas towards the surface of the part, Φ2 is the flow density which
goes along with the chemical reaction of oxygen desorbtion at the surface of the steel (O adsorbed + H2 = H2O)
and Φ3 is the flow density which transport the carbon into the steel by diffusion.
The equation (1) can also be written:
Φ = Φ1 = Φ2 = Φ3 = (Pc - Pci)/ R1 = (Pci - Cs)/R2 = (Cs - Co)/R3 (2)
Whereas :
Pc : carbon potential in the gas in equilibrium
Pci : carbon potential at the interface
Cs : carbon concentration at the surface in the part
Co : initial carbon content of the part (core carbon content)
R1,2,3 : individual resistance for the respective 3 mechanisms
In the case of carburizing with CO/H2 gas mixtures, the resistance R3 is much smaller the resistances R1
or R2, so the reaction normally writes:
Φ= (Pc - Cs)/R = h (Pc - Cs) whereas R= R1 + R2 (3)
Therefore, should R2 << R1 is the kinetics controlled contorted by the transport in the gas phase, on the
other hand if R1 << R2 the kinetics is controlled by the kinetics of the chemical reaction on the interface.
In practice, such a situation is unfortunately never true for the following reasons (see figure 4):
- the Cs value varies slowly during the carburizing process, never reaching the set value of Pc
- the transport coefficient h is not constant during the cycle
- the formation of an oxide layer at the metal/gas interface modifies the conditions and makes it more
difficult for the carbon to diffuse into the steel. It shall be notified that this oxide layer takes place
even during the early stages of the carburizing process when the carbon content is still very low
close to Co.
In other words, the carbon transfer coefficient does not take place at constant concentrations and
speeds, leading to a difficult accurate control of the real situation.
To get rid of these perturbation effects, the process shall meet following requirements:
- the Cs concentration shall be fixed and controlled in order to have a clear picture of the flow density
- in the carbon enrichment phase, the surface concentration Cs shall reach the value of the saturated
austenite in order to enables the maximal carbon flow theoretical speed.
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4. The ECOCARB process takes place in a tight retort or bell-type furnace, equipped with a metallic muffle
to inhibit soaking effects and ensure a perfect inertia of the furnace with regard to the atmosphere. The
furnace has to be equipped with a very efficient convection system (designed turbine to enable constant
flow with variable resistance (∆P), defectors, etc. (figure 2). This design enables a temperature accuracy
of =/- 2,5 C, together with perfect gas convection and agitation (radial design)to allow fast purging and
very homogeneous distribution of the treatment gas.
Figure 2 :
Schematic representation of a SOLO bell-type
carburizing furnace showing the radial design
The principle of the process is basically identical to the so called "vacuum carburizing" but the major
difference is that it does not require vacuum. It can be decomposed into 4 major steps (figure 3).
Figure 3 :
Representation of the ECOCARB
process according to 4 major steps
(phases I, II, III and IV).
I. The heating up phase
The heating up takes place under pure nitrogen up to the enrichment temperature. This presents the
advantage to have a fast and homogeneous heating up duration and to avoid any oxidation of the
surface which could influence the process.
During this step, Φ =0, and Cs = Co.
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5. II. The enrichment phase
When the enrichment temperature T is reached, the conditions are set to get Cs = C saturation, so Φ = max.
This very rapid saturation of the austenite at the surface is obtained by injection of an hydrocarbon in the
furnace. Once the saturation is obtained (typically within a few minutes Cs = C saturation) the required
amount of carbon is provided according to different methods: additional hydrocarbon injection pulses
separated by nitrogen purging phases, b) controlled hydrocarbon flow rate with time (see figure 4) or c)
by setting a conventional carbon potential Pc = C saturation which presents the advantage to have a perfect
control of the flow conditions over an oxygen probe and/or a CO/CO2 infrared equipment. For this last
case, no intergranular will issue since the change in atmosphere from hydrocarbon to controlled high
carbon potentials is very fast due to the metallic muffle and Cs remains almost at Cs = C saturation, so no
oxidation may occur.
Figure 4 :
a) Calculated and measured weight
increase using a controlled hydro-
carbon flow rate adapted to the
weight increase (enrichment b-type
at 950 C);
b) Carbon profiles after the enrichment
phase and after the diffusion phase
[5] /
III. The diffusion phase
The diffusion takes place once all the carbon has been put into the parts. The diffusion takes place at
Φ =0, and Cs = variable, until the required carburizing depth and final carbon surface Cs final is obtained.
During the diffusion phase, it is possible to add a nitrogen profile to the carbon in order for instance to
control the amount of the rest-austenite in the superficial structure. This can be achieved by adapting an
accurate NH3 flow rate and allows to set up the austenite content from a few percent to some 35% on the
surface without increasing the carbon concentration at the surface to high values (see figure 5).
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6. IV. The final phase
During the final phase, the temperature is reduced in a controlled manner using heat exchangers to
reach the quenching temperature.
Then, the parts may be immerged in any possible quenching media according to the specifications
(distortion, hardness, etc.).
Note that in the SOLO bell-type furnaces, the transfer duration is reduced to zero since the parts are
directly transferred from the furnace into the quench tank(s) with no vestibules (see figure …). As a
result, the microstructure shows perfect carburizing profile, with no carbides and no superficial or
intergranular oxidation (figure 6)
Figure 5 :
a) Weight evolution using a final
nitrogen enrichment after diffusion
and
b) Respective carbon and nitrogen
profiles in the steel [5]
a) b)
Figure 6 : c)
a) Macrostructure of an ECOCARB carburized gear
b) Surface of the parts carburized with ECOCARB process without acid attack showing no
intergranular oxides at the surface and c) typical structure without oxidation
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7. Practical examples: gear parts
The ECOCARB process does not require specific equipment with respect to conventional gas
carburizing process, provided the furnace has a metallic muffle to change rapidly the atmosphere, so all
ECOCARB equipped furnaces can also run:
- gas carburizing or carbonitriding
- austenitisation under controlled or neutral atmosphere
- annealing
- tempering
The modular design of the SOLO bell-type furnaces (figure 7) allows any quenching media so the
quenching occurs in hot oil (>130 C) in high pressure gases or in hot baths > 220°C.
a) b)
Figure 7 :
a) Schematic example of a SOLO Profitherm bell-type installation with different quenching media;
b) The modular design allows any combinations for direct quenching with no vestibule.
Figure 8 :
a) Typical data record for a computer controlled ECOCARB carburizing
b) Hardness and carbon profiles
Figure 8 shows a typical recorded data file for an ECOCARB process with enrichment technique
according to IIc. It can be seen that the advantage of this process is to provide a reliable file for the
process control in accordance with ISO 9000 requirements to ensure reproducibility. The results are in
full accordance to the calculated values.
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8. Major obtained results
The overall treatment time at 940 C (type low carbon MnCr or NiCr steels) for a carburizing depth of 1,2
mm including heating up is approx 6 hours depending on the load weight and on the specific surface of
the parts.
The surface hardness are all located at 62 +/- 1 HRC after oil quenching within one load (6 samples) and
perfectly reproducible.
The very accurate control of the carbon at the surface, together with controlled additional nitrogen profile
enables to adapt the level of residual austenite at the surface to the required value (figure 9).
a) b) c)
Figure 9 :
Microstructures showing different rest-austenite at the surface of the steels obtained by setting the
nitrogen enrichment to the required values a) 25%, b) 35% and c) > 50%.
Figure 10:
Example of gear loads treated with Ecocarb
Figure 10 show typical gear parts treated with the SOLO ECOCARB process. The gross weight varies
from 350 Kg to 700 Kg and the typical requirements are carburizing depths 0,8 - 1,0 mm; 1,0 - 1,2 mm.
The microstructures show no formation of oxide layer and no intergranular oxidation network and the
micro-probe tests do not point out any significant variation of the Mn and Cr contents at the surface of
the steel.
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9. As a result, the expected benefits concerning the improved mechanical properties can be verified by
measuring the residual stressed in the carburized layer:
It can be seen on figure 11 that the ECOCARB process creates the expected compressive stresses at
the surface although conventional gas carburizing generates tensile stresses on approx 20 microns.
Such compressive stresses will inhibit surface micro-cracks to propagate under fatigue solicitations.
Figure 11 :
Measured residual stresses at the surface of gas
carburizing and ECOCARB carburizing gears
(treatment at T 940 C, depth 1,1 mm)
The fatigue resistance has been significantly increased compared to classical gas carburizing process
formerly used in pusher type furnaces. The effective useful torque could be raised by more than 35%
with increased fatigue and resilience resistances.
The amount of rest-austenite will transform under high stresses in use, increasing the residual
compressive stresses at the surface.
The perspective of special alloys for high temperature carburizing applications (above 1000 C) will also
increase the interest for the ECOCARB process, since no deterioration of the surface quality can be
expected.
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Bibliography:
[1] B. Maisant, D. Forest, C. Pichard, Ascometal, SVW/ASTT, 3 - 4 April 2003 Zurich, Conference Proceedings,
p.47
[2] Fernand Da Costa, Renault, European Congress, ATTT/AWT/ASTT-SVW/VWT, 18 - 19 March 2004,
Strasbourg, France, Conference Proceedings
[3] B. Clausen, F. Hoffmann, P. Mayr, SVW/ASTT, 3 - 4 April 2003 Zurich, Conference Proceedings, p.159
[4] Frank Hippenstiel, Walter Grimm, SVW/ASTT, 3 - 4 April 2003 Zurich, Conference Proceedings, p.59
[5] D. Zimmermann, Haerterei Technische Mitteilungen, 47, 1992/1, p.3
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