The document presents a project on the production of L-phenylacetylcarbinol (L-PAC) through fermentation. It includes a literature review on the fermentation process and usage of L-PAC. An economy analysis of the global demand and supply of L-PAC from 2006-2013 is presented. The process description includes fermentation in a bioreactor, centrifugation, precipitation, filtration and drying. Mass and energy balances are calculated for the bioreactor and distillation column. The pressure vessel designs for the bioreactor and distillation column are discussed. Heat exchanger designs and heat integration are analyzed. Control loops for bioreactor level, feed rate and antifoam are proposed. Wastew
This document provides an overview of the integrated project to produce L-phenylacetylcarbinol (L-PAC) through a fermentation process. It includes a literature review on the production of L-PAC, an analysis of the global demand and proposed production process. The process description includes mass and energy balances in the fermentor, pressure vessel design, heat exchanger design, and descriptions of the control systems and wastewater treatment plant. The document references literature on the fermentation process and engineering design calculations.
2008 kawasaki klx110 a8f service repair manualjknhdjskm
油
This document provides model and frame number information for Kawasaki KLX110 motorcycles from 2002 to 2009. It lists the model name, beginning frame number, and possible variations in frame numbering for each year's model. It also provides information on a digit in the frame number that may change for each machine.
1) Torulaspora delbrueckii was used to biotransform 30g of benzaldehyde into 22.9g of L-phenylacetylcarbinol (L-PAC) in a 5L stirred tank reactor.
2) L-PAC was then converted to ephedrine in two microwave-assisted steps: first L-PAC was transformed to 2-(methylimino)-1-phenyl-1-propanol, then this was reduced to ephedrine.
3) The identities of the products were confirmed using 1H NMR and FT-IR analysis, demonstrating a facile synthesis of ephedrine from benzaldehyde using biocatalysis and microwave-assisted chemistry.
This document analyzes various water quality parameters before and after rainfall at different layers of a waste pollution site. Parameters such as suspended solids, pH, temperature, turbidity, dissolved oxygen, ammonia, and others were tested. Test results showed higher levels of suspended solids, turbidity, and ammonia after rainfall compared to before. Dissolved oxygen levels were lower before rainfall. Most parameters fell within regulatory standards except for dissolved oxygen, which was Class III. Recommendations included installing aeration systems to increase dissolved oxygen and adding coagulants to decrease turbidity.
The document discusses potential materials for wind turbine blades including PVC, wood, fiberglass, and polyurethane reinforced with carbon nanotubes. PVC and wood blades are lighter but more brittle with shorter lifespans. Fiberglass provides strength but can break and crack easily. Polyurethane reinforced with carbon nanotubes is a stronger and lighter material that outperforms current resins, though it is heavier and more expensive than alternatives like PVC or wood.
ethanol production from crude glycerol Sonia Patel
油
1) The document presents a feasibility study for the production of bioethanol from glycerol using Enterobacter aerogenes TISTR1468. It discusses the process selection, raw materials, design constraints, and site location analysis.
2) A continuous process is proposed using two main fermenters in series. Mass and energy balance calculations show the process can produce 15,000 tonnes of ethanol per year.
3) Downstream separation will involve disc stack centrifugation, distillation, and molecular sieves to obtain concentrated ethanol and separate water and glycerol byproducts.
The document summarizes the production of polyhydroxybutyrate (PHB) using Alcaligenes eutrophus. Key points:
1. PHB is produced intracellularly by Alcaligenes eutrophus through fermentation of glucose in a nutrient-limited fed-batch process.
2. The process involves cultivation, centrifugation to obtain concentrated biomass, blending with solvents to extract PHB, and spray drying to obtain the final product.
3. Under optimal conditions, the process can produce 48.5 kg of PHB per hour, or 8,246 kg per year from 133 batches.
This document summarizes a research project modeling a carbon dioxide gas absorber using methyl diethanol amine (MDEA). The research involved developing mathematical models of the absorber to predict variations in CO2 concentration and temperatures across the column. The models were implemented in MATLAB and results were validated using plant data. Simulation results showed good agreement with plant data and provided insight into how varying process parameters like MDEA concentration and gas flow rate affect absorber performance. The research concluded the developed models accurately modeled the absorber and recommended future work study the regeneration section and residence time dependence.
Modelling and Simulation systems PRESENTATION.pptx1ds20ch022
油
1) The document models and simulates natural refrigeration cycles using four refrigerants - carbon dioxide, ammonia, isobutane, and R1234yf - in Aspen HYSYS.
2) It analyzes the refrigeration loops over a range of operating conditions and compares their performance based on COP. Ammonia has the highest COP followed by the hydrocarbons and carbon dioxide.
3) Sensitivity analysis shows condenser temperature has a greater influence on COP than evaporator temperature. Optimization studies maximize COP by adjusting evaporator and condenser temperatures.
(1) The document discusses optimization of AB2-type alloy composition for improved hydrogen storage properties. (2) Testing of alloys with varying non-stoichiometry found that A1.05B2 alloy exhibited the best properties with a working capacity of 1.55 wt%, fast kinetics, and suitable thermodynamics. (3) Overall, modifying the chemical environment through non-stoichiometry was found to increase storage capacity by altering the size of interstitial sites.
This document discusses modeling and optimization of the draught system in a 210 MW steam generator. It includes:
1. Calculations of pressure drops along the air and flue gas paths and comparison to design values.
2. Assessment of induced draft (ID) and forced draft (FD) fan power requirements as a function of furnace pressure.
3. Analysis of operational data and the effect of increasing furnace vacuum on boiler efficiency, finding a potential savings of 117.32 kW from increasing vacuum.
4. Various ideas are proposed for further research including flue gas analysis, energy recovery from flue gas, and experimental validation of a flue gas heat exchanger.
5. Comb
The document summarizes the design of a 30,000 MTPA maleic anhydride production plant in India. It includes:
1) An introduction describing the importance of maleic anhydride and the aim to design a cost-effective plant using mixed butane as a feedstock.
2) Details of the major process units - feedstock pretreatment, synthesis reactor, product recovery and purification.
3) Evaluation of four process alternatives and selection of the final design incorporating a catalytic partial oxidation reactor, absorber for product recovery, and distillation for purification.
4) Key aspects of the design such as mass balances, equipment sizing for a shell and tube heat exchanger, and the
2016.12.14 DryFining Coal Gen presentation FINALSandra Broekema
油
The document summarizes 6 years of operating experience with DryFining, a coal drying process. It has upgraded 1000 tons per hour of lignite coal since 2009, reducing moisture from 38% to 30% by weight. This has increased the coal's heating value and reduced emissions while improving the net plant heat rate by 4.5%. Case studies show the process can increase generation capacity at coal plants and reduce capital and operating costs. The process provides more flexible, efficient fuel enhancement that benefits both new and existing coal-fired power facilities.
Airah Natural Refrigerants Special Interest Group Sydney 30 October 2008rhysemo
油
The document discusses the benefits of transcritical CO2 cooling and heating systems in office buildings and meat processing plants. It finds that such systems can significantly reduce primary energy consumption, electrical energy use, cooling water use, and greenhouse gas emissions compared to traditional HVAC systems. This is due to the improved efficiency of CO2 as a refrigerant and the ability to provide both heating and cooling from one system. The document also recommends considering total energy inputs and parasitic loads when selecting compressor equipment.
Airah Natural Refrigerants Special Interest Group Sydney 30 October 2008rhysemo
油
The document discusses the benefits of transcritical CO2 cooling and heating systems in office buildings and meat processing plants. It provides several key benefits:
1) Significant reduction in primary energy consumption and electrical energy use compared to traditional HVAC systems due to the higher efficiency of CO2 systems.
2) Reduced cooling water consumption and elimination of Legionella bacteria and HFC fugitive gas emissions.
3) Significant decreases in greenhouse gas emissions from reduced energy use.
4) Potential energy savings of 45-50% in meat processing plants by recovering waste heat from cooling, heating, and freezing processes.
Presentation given by Professor Joe Wood from University of Birmingham on "Studies of Hydrotalcite Clays for CO2 Adsorption " in the Capture Technical Session on Solid Adsorption at the UKCCSRC Biannual Meeting - CCS in the Bigger Picture - held in Cambridge on 2-3 April 2014
Styrene Production by Catalytic Dehydrogenation of Ethylbenzene Michelle Otutu
油
This document summarizes a proposed process for producing styrene via the catalytic dehydrogenation of ethylbenzene. Key points include:
- Styrene is produced from ethylbenzene in a main reaction with byproducts. A feed containing 98% ethylbenzene, 1% benzene, and 1% toluene achieves a 72.92% single-pass conversion to styrene with 97.91% selectivity.
- Separation involves a three-phase separator to produce light gases, an intermediate oil, and wastewater, followed by sizing of storage tanks.
- Heat integration analysis finds a heat duty of 5426 kW can be achieved through heat exchange between process
State of the art in the pu sub sector-technology options and trendsUNEP OzonAction
油
The document discusses various blowing agent technologies used in polyurethane foam production. Mature technologies like hydrocarbons are widely used but have safety restrictions, while other options have drawbacks in cost or performance. Newer technologies under development like methylal and unsaturated HFCs show promise, but further work is needed before they can replace HCFCs by the 2013 deadline.
The document provides details of a design project for a 20 ton per day plant to process plastic waste into acetic acid and bioethanol. It includes a process flow diagram and descriptions of key equipment such as a shell and tube heat exchanger, distillation column, fixed bed gasifier, and secondary bioreactor. Equipment are designed according to relevant codes and include specifications for materials, dimensions, pressures, temperatures and other process parameters.
This document describes the design of a plant for cryogenic distillation of air into oxygen and nitrogen. It includes an introduction to air separation and the cryogenic process. Process equipment like compressors, heat exchangers, and distillation columns are designed. Mass and energy balances are performed. The distillation columns and condenser are designed and specifications are provided. An economic analysis includes capital costs, production costs, profitability metrics, payback period and safety considerations. References for design methods are also listed.
- The document discusses Mayekawa Mfg. Co., Ltd.'s NH3/CO2 refrigeration system called "NewTon". It aims to provide energy conservation and comply with environmental regulations by using natural refrigerants.
- NewTon uses a prefabricated package for the NH3 refrigeration cycle that is tested and assembled in the factory prior to shipping. This allows for quicker onsite installation and minimizes NH3 charge.
- Performance data shows NewTon provides significant power reductions of 19-41% compared to previous HCFC-22 systems in various cold storage applications. It also has higher energy efficiency factors compared to HCFC-22 freezer systems.
The document summarizes a presentation given at the IV International Conference on Advances in Energy Research. The presentation was given by Pradip Mondal, a PhD scholar at Bengal Engineering and Science University, and discussed the development of a model for a wood-based indirectly heated combined cycle plant. The presentation provided an overview and introduction on biomass and bioenergy resources in India. It then described the schematic layout of the proposed plant and discussed the modeling methodology, including assumptions made. Results showed the plant could achieve over 37% efficiency at optimal operating conditions. The conclusions highlighted that exergy losses primarily occurred in the gasifier, combustor-heat exchanger, gas turbine, and heat recovery steam generator units.
This document summarizes a research project on optimizing a regional network pump station through the use of glass reinforced plastics (GRP) materials. The research aims to plan and design the low and medium voltage electrical systems for a pump station serving 650,000 people. It also calculates reductions in total head and power consumption by applying the Hazen-Williams equation and analyzing replacing ductile iron pipes with GRP. The results show potential energy cost savings of over RM500,000 per year and a simple payback period of 10 years by using GRP instead of ductile iron. The research also developed optimized switchgear designs for the electrical services.
Episode 40 : DESIGN EXAMPLE DILUTE PHASE PNEUMATIC CONVEYING (Part 2)SAJJAD KHUDHUR ABBAS
油
Episode 40 : DESIGN EXAMPLE DILUTE PHASE PNEUMATIC CONVEYING (Part 2)
DESIGN EXAMPLE DILUTE PHASE PNEUMATIC CONVEYING
A plastics production plant wants to increase the capacity through an existing conveying system. The existing system has 6 inch ID pipes and is configured as shown in the diagram below.
The High Density Polyethylene (HDPE) particles have an average size of 4 mm. The conveying gas is at 68oF. The existing blower can produce 1375 SCFM.
The desired capacity increase is from 20,000 lbm/hr to 30,000 lbm/hr. Can the existing blower and pipe system meet this increase in capacity?
Assume the pressure drop across the cyclone is 5 inches of water. The pressure drop across the blower inlet pipe and silencers is 0.3 psi. The pipe bends have R/D = 6. Pipe roughness is k = 0.00015 ft. The particles have density p = 59 lbm/ft3. Terminal velocity of the particles is = 30.6 ft/s.
SAJJAD KHUDHUR ABBAS
Ceo , Founder & Head of SHacademy
Chemical Engineering , Al-Muthanna University, Iraq
Oil & Gas Safety and Health Professional OSHACADEMY
Trainer of Trainers (TOT) - Canadian Center of Human
Development
1. The document describes an experimental study evaluating the operation characteristics of condensation load distribution in hybrid air-water cooling systems.
2. An experimental apparatus was built including an air-cooled condenser, water-cooled condenser, and duct system to study system performance under varying conditions.
3. Results show that pre-cooling inlet air to the air-cooled condenser and adding water cooling improved condenser steam loading and cooling capacity, with contributions varying based on operating temperatures.
The document describes a multi-unit plugging removal technique called HGSC. It works by heating, dissolution, and chemical reaction mechanisms to remove organic deposits in wells. The technique involves injecting a heated chemical solution to warm the wellbore, dissolve deposits, and prevent scaling through chelation. It has been applied to over 20 wells in China, increasing oil production and cumulative gains in all cases. The technique is simple, safe, and can be adjusted based on reservoir conditions.
YEM Pay: A European man in a bank paying with YEMSteve Hodgkiss
油
In an age where digital currencies are rapidly redefining our understanding of money, YEM Pay and the YEM Benchmark Coin stand out as formidable players in this space. Through the unique lens of a European man walking into a traditional bank, this article explores the intersections of old-world banking systems and the new-frontier of digital currencies. Rather than being a technical exposition, this narrative aims to provide clear insights into the practical applications of YEM Pay, its fundamental principles, and what it signifies for the future of finance. Join us on this journey to understand how digital currency can blend, challenge, and revolutionize existing financial systems.
This document summarizes a research project modeling a carbon dioxide gas absorber using methyl diethanol amine (MDEA). The research involved developing mathematical models of the absorber to predict variations in CO2 concentration and temperatures across the column. The models were implemented in MATLAB and results were validated using plant data. Simulation results showed good agreement with plant data and provided insight into how varying process parameters like MDEA concentration and gas flow rate affect absorber performance. The research concluded the developed models accurately modeled the absorber and recommended future work study the regeneration section and residence time dependence.
Modelling and Simulation systems PRESENTATION.pptx1ds20ch022
油
1) The document models and simulates natural refrigeration cycles using four refrigerants - carbon dioxide, ammonia, isobutane, and R1234yf - in Aspen HYSYS.
2) It analyzes the refrigeration loops over a range of operating conditions and compares their performance based on COP. Ammonia has the highest COP followed by the hydrocarbons and carbon dioxide.
3) Sensitivity analysis shows condenser temperature has a greater influence on COP than evaporator temperature. Optimization studies maximize COP by adjusting evaporator and condenser temperatures.
(1) The document discusses optimization of AB2-type alloy composition for improved hydrogen storage properties. (2) Testing of alloys with varying non-stoichiometry found that A1.05B2 alloy exhibited the best properties with a working capacity of 1.55 wt%, fast kinetics, and suitable thermodynamics. (3) Overall, modifying the chemical environment through non-stoichiometry was found to increase storage capacity by altering the size of interstitial sites.
This document discusses modeling and optimization of the draught system in a 210 MW steam generator. It includes:
1. Calculations of pressure drops along the air and flue gas paths and comparison to design values.
2. Assessment of induced draft (ID) and forced draft (FD) fan power requirements as a function of furnace pressure.
3. Analysis of operational data and the effect of increasing furnace vacuum on boiler efficiency, finding a potential savings of 117.32 kW from increasing vacuum.
4. Various ideas are proposed for further research including flue gas analysis, energy recovery from flue gas, and experimental validation of a flue gas heat exchanger.
5. Comb
The document summarizes the design of a 30,000 MTPA maleic anhydride production plant in India. It includes:
1) An introduction describing the importance of maleic anhydride and the aim to design a cost-effective plant using mixed butane as a feedstock.
2) Details of the major process units - feedstock pretreatment, synthesis reactor, product recovery and purification.
3) Evaluation of four process alternatives and selection of the final design incorporating a catalytic partial oxidation reactor, absorber for product recovery, and distillation for purification.
4) Key aspects of the design such as mass balances, equipment sizing for a shell and tube heat exchanger, and the
2016.12.14 DryFining Coal Gen presentation FINALSandra Broekema
油
The document summarizes 6 years of operating experience with DryFining, a coal drying process. It has upgraded 1000 tons per hour of lignite coal since 2009, reducing moisture from 38% to 30% by weight. This has increased the coal's heating value and reduced emissions while improving the net plant heat rate by 4.5%. Case studies show the process can increase generation capacity at coal plants and reduce capital and operating costs. The process provides more flexible, efficient fuel enhancement that benefits both new and existing coal-fired power facilities.
Airah Natural Refrigerants Special Interest Group Sydney 30 October 2008rhysemo
油
The document discusses the benefits of transcritical CO2 cooling and heating systems in office buildings and meat processing plants. It finds that such systems can significantly reduce primary energy consumption, electrical energy use, cooling water use, and greenhouse gas emissions compared to traditional HVAC systems. This is due to the improved efficiency of CO2 as a refrigerant and the ability to provide both heating and cooling from one system. The document also recommends considering total energy inputs and parasitic loads when selecting compressor equipment.
Airah Natural Refrigerants Special Interest Group Sydney 30 October 2008rhysemo
油
The document discusses the benefits of transcritical CO2 cooling and heating systems in office buildings and meat processing plants. It provides several key benefits:
1) Significant reduction in primary energy consumption and electrical energy use compared to traditional HVAC systems due to the higher efficiency of CO2 systems.
2) Reduced cooling water consumption and elimination of Legionella bacteria and HFC fugitive gas emissions.
3) Significant decreases in greenhouse gas emissions from reduced energy use.
4) Potential energy savings of 45-50% in meat processing plants by recovering waste heat from cooling, heating, and freezing processes.
Presentation given by Professor Joe Wood from University of Birmingham on "Studies of Hydrotalcite Clays for CO2 Adsorption " in the Capture Technical Session on Solid Adsorption at the UKCCSRC Biannual Meeting - CCS in the Bigger Picture - held in Cambridge on 2-3 April 2014
Styrene Production by Catalytic Dehydrogenation of Ethylbenzene Michelle Otutu
油
This document summarizes a proposed process for producing styrene via the catalytic dehydrogenation of ethylbenzene. Key points include:
- Styrene is produced from ethylbenzene in a main reaction with byproducts. A feed containing 98% ethylbenzene, 1% benzene, and 1% toluene achieves a 72.92% single-pass conversion to styrene with 97.91% selectivity.
- Separation involves a three-phase separator to produce light gases, an intermediate oil, and wastewater, followed by sizing of storage tanks.
- Heat integration analysis finds a heat duty of 5426 kW can be achieved through heat exchange between process
State of the art in the pu sub sector-technology options and trendsUNEP OzonAction
油
The document discusses various blowing agent technologies used in polyurethane foam production. Mature technologies like hydrocarbons are widely used but have safety restrictions, while other options have drawbacks in cost or performance. Newer technologies under development like methylal and unsaturated HFCs show promise, but further work is needed before they can replace HCFCs by the 2013 deadline.
The document provides details of a design project for a 20 ton per day plant to process plastic waste into acetic acid and bioethanol. It includes a process flow diagram and descriptions of key equipment such as a shell and tube heat exchanger, distillation column, fixed bed gasifier, and secondary bioreactor. Equipment are designed according to relevant codes and include specifications for materials, dimensions, pressures, temperatures and other process parameters.
This document describes the design of a plant for cryogenic distillation of air into oxygen and nitrogen. It includes an introduction to air separation and the cryogenic process. Process equipment like compressors, heat exchangers, and distillation columns are designed. Mass and energy balances are performed. The distillation columns and condenser are designed and specifications are provided. An economic analysis includes capital costs, production costs, profitability metrics, payback period and safety considerations. References for design methods are also listed.
- The document discusses Mayekawa Mfg. Co., Ltd.'s NH3/CO2 refrigeration system called "NewTon". It aims to provide energy conservation and comply with environmental regulations by using natural refrigerants.
- NewTon uses a prefabricated package for the NH3 refrigeration cycle that is tested and assembled in the factory prior to shipping. This allows for quicker onsite installation and minimizes NH3 charge.
- Performance data shows NewTon provides significant power reductions of 19-41% compared to previous HCFC-22 systems in various cold storage applications. It also has higher energy efficiency factors compared to HCFC-22 freezer systems.
The document summarizes a presentation given at the IV International Conference on Advances in Energy Research. The presentation was given by Pradip Mondal, a PhD scholar at Bengal Engineering and Science University, and discussed the development of a model for a wood-based indirectly heated combined cycle plant. The presentation provided an overview and introduction on biomass and bioenergy resources in India. It then described the schematic layout of the proposed plant and discussed the modeling methodology, including assumptions made. Results showed the plant could achieve over 37% efficiency at optimal operating conditions. The conclusions highlighted that exergy losses primarily occurred in the gasifier, combustor-heat exchanger, gas turbine, and heat recovery steam generator units.
This document summarizes a research project on optimizing a regional network pump station through the use of glass reinforced plastics (GRP) materials. The research aims to plan and design the low and medium voltage electrical systems for a pump station serving 650,000 people. It also calculates reductions in total head and power consumption by applying the Hazen-Williams equation and analyzing replacing ductile iron pipes with GRP. The results show potential energy cost savings of over RM500,000 per year and a simple payback period of 10 years by using GRP instead of ductile iron. The research also developed optimized switchgear designs for the electrical services.
Episode 40 : DESIGN EXAMPLE DILUTE PHASE PNEUMATIC CONVEYING (Part 2)SAJJAD KHUDHUR ABBAS
油
Episode 40 : DESIGN EXAMPLE DILUTE PHASE PNEUMATIC CONVEYING (Part 2)
DESIGN EXAMPLE DILUTE PHASE PNEUMATIC CONVEYING
A plastics production plant wants to increase the capacity through an existing conveying system. The existing system has 6 inch ID pipes and is configured as shown in the diagram below.
The High Density Polyethylene (HDPE) particles have an average size of 4 mm. The conveying gas is at 68oF. The existing blower can produce 1375 SCFM.
The desired capacity increase is from 20,000 lbm/hr to 30,000 lbm/hr. Can the existing blower and pipe system meet this increase in capacity?
Assume the pressure drop across the cyclone is 5 inches of water. The pressure drop across the blower inlet pipe and silencers is 0.3 psi. The pipe bends have R/D = 6. Pipe roughness is k = 0.00015 ft. The particles have density p = 59 lbm/ft3. Terminal velocity of the particles is = 30.6 ft/s.
SAJJAD KHUDHUR ABBAS
Ceo , Founder & Head of SHacademy
Chemical Engineering , Al-Muthanna University, Iraq
Oil & Gas Safety and Health Professional OSHACADEMY
Trainer of Trainers (TOT) - Canadian Center of Human
Development
1. The document describes an experimental study evaluating the operation characteristics of condensation load distribution in hybrid air-water cooling systems.
2. An experimental apparatus was built including an air-cooled condenser, water-cooled condenser, and duct system to study system performance under varying conditions.
3. Results show that pre-cooling inlet air to the air-cooled condenser and adding water cooling improved condenser steam loading and cooling capacity, with contributions varying based on operating temperatures.
The document describes a multi-unit plugging removal technique called HGSC. It works by heating, dissolution, and chemical reaction mechanisms to remove organic deposits in wells. The technique involves injecting a heated chemical solution to warm the wellbore, dissolve deposits, and prevent scaling through chelation. It has been applied to over 20 wells in China, increasing oil production and cumulative gains in all cases. The technique is simple, safe, and can be adjusted based on reservoir conditions.
YEM Pay: A European man in a bank paying with YEMSteve Hodgkiss
油
In an age where digital currencies are rapidly redefining our understanding of money, YEM Pay and the YEM Benchmark Coin stand out as formidable players in this space. Through the unique lens of a European man walking into a traditional bank, this article explores the intersections of old-world banking systems and the new-frontier of digital currencies. Rather than being a technical exposition, this narrative aims to provide clear insights into the practical applications of YEM Pay, its fundamental principles, and what it signifies for the future of finance. Join us on this journey to understand how digital currency can blend, challenge, and revolutionize existing financial systems.
Spin Glass Models of Neural Networks: The Curie-Weiss Model from Statistical ...Charles Martin
油
The CurieWeiss Model is a classic from physics that is foundational to understanding the statistical mechanics approach to the theory of neural networks. And, in particular, to the theory behind weightwatcher. In this deck, I present:
Core Mathematical Techniques: Explore the mean-field theory and the saddle-point approximation (SPA) in the large-N limit, which provide a clear derivation of the phase diagram.
Simple Phase Behavior: See how the model predicts a phase transitionfrom a disordered paramagnetic state to an ordered ferromagnetic statewhich parallels the behavior observed in neural network training.
Bridging to Modern Theory: The math here is also essential for understanding the theoretical backbone behind Weightwatcher SETOL theory. Both introduce critical techniques that help explain and predict phase behavior in modern deep learning architectures.
Whether youre a physicist or an ML practitioner, these insights offer a deeper look at how classical models inform todays neural network theory.
AEM Branding Rollout: How to Minimize Downtime & Improve EfficiencyNikhil Gupta
油
AEM Branding Rollout: Traditional vs. Modern Approach Which One Wins?
Branding rollouts in Adobe Experience Manager (AEM) can be complex, especially when multiple websites share the same codebase. Organizations often struggle with minimizing downtime, ensuring scalability, and maintaining content consistency.
This case study explores two approaches to implementing branding changes in AEM:
Traditional Approach Requires a maintenance page, causing downtime & disruption
Modern Approach Uses language-level property activation for zero-downtime rollouts
What Youll Learn:
How to roll out branding updates without downtime
A side-by-side comparison of Traditional vs. Modern Approaches
The scalability & efficiency benefits of the Modern Approach
Lessons learned and best practices for enterprise deployments
Thinking about implementing a similar strategy?
Download the full case study here bit.ly/AEM-Rollout-CaseStudy
Lets Connect!
If youre working on digital transformation, front-end architecture, or large-scale branding rollouts, lets exchange insights! Connect with me on LinkedIn: Nikhil Gupta (PSM-I速 & Lean Six Sigma Black Belt速)
https://www.linkedin.com/in/mrnikhilgupta/
#AEM #AdobeExperienceManager #Branding #DigitalTransformation #Scalability #ZeroDowntime #FrontEndDevelopment
"Conflicts within a Team: Not an Enemy, But an Opportunity for Growth", Orest...Fwdays
油
Conflicts within a team are not always a bad sign. On the contrary, they can become a powerful tool for development. In this talk, Orest will share my experience and practical tools for resolving conflicts constructively, which help not only maintain harmony in the team but also improve its overall performance. You will learn how to turn conflicts into opportunities to strengthen team bonds, enhance communication skills, and achieve better results.
As enterprises modernise their technology stacks, designing platform-agnostic, scalable, and well-governed cloud-native architectures is essential for long-term success. This lab session will explore how to apply the platformless concept to build cloud-native applications that offer flexibility, portability, and resilience across diverse cloud environments.
Through guided discussions and real-world insights, we will examine key architectural patterns, including microservices, API gateways, and Kubernetes orchestration, while addressing critical aspects such as scalability, governance, and operational efficiency.
Join us to exchange ideas, refine best practices, and explore strategies for architecting cloud-native applications that are future-proof, scalable, and effectively governed.
Software engineering is more than just writing codeits about building scalable, maintainable, and efficient applications. This presentation explores the best practices in software engineering, including coding standards, version control, testing strategies, agile methodologies, and DevOps integration. Learn how to enhance code quality, improve team collaboration, and optimize the software development lifecycle for long-term success.
UiPath NY AI Series: Session 2: UiPath Generative AI CapabilitiesDianaGray10
油
Event Overview
Generative AI is revolutionizing the way businesses automate processes, making workflows smarter, adaptive, and more efficient. In this session, well explore how UiPath seamlessly integrates GenAI to enhance automation, improve decision-making, and streamline operations. Perfect for tech enthusiasts, automation professionals, and business leaders looking to stay ahead in the AI revolution!
Women in Automation: Career Development & Leadership in AutomationUiPathCommunity
油
The month of March is a month when we focus on the women in our community: their expertise and their achievements. But also their potential for guidance and mentorship as we look to find role models and help our entire community reach its maximum potential, in a gender diverse and inclusive environment.
Join us on March 19 for a first hand story on starting an automation career and leadership orientation as a woman expert in the automation field.
Agenda:
Choosing a career in automation as a woman, despite having a strong background in core software development
How a strong background in core development can be leveraged to build a career in automation/digital transformation
Choosing a technical role in automation rather than non-technical positions as a woman
Leading teams as a woman in Turkeys tech industry
How professionals from fields other than computer engineering (both STEM and non-STEM) can transition into automation careers
Mentoring professionals from different fields in their automation careers
We are honored to have with us one of best women in automation advocates and professionals in Turkey:
Kardelen Cihangir, Technical Team Lead @VBM Turkey.
If you have any questions or feedback, please refer to the "Women in Automation 2025" dedicated Forum thread. You can find there extra details and updates.
Best Crane Manufacturers in India Industry Leaders & Innovations.pdfHercules Hoists
油
Indias crane manufacturing industry is witnessing significant growth due to increasing infrastructure projects, industrial expansion, and technological advancements. Leading manufacturers focus on innovation, integrating automation and IoT-based monitoring systems to enhance operational efficiency. Companies produce a variety of cranes, including overhead, jib, and mobile cranes, tailored to different sectors like steel, power, and shipping. Indian manufacturers prioritize safety, adhering to international standards such as ISO and IS certifications. With a strong supply chain and competitive pricing, they cater to both domestic and global markets. The industrys emphasis on quality, reliability, and customization makes India a key player in crane manufacturing.
"Scaling Product Mindset: From Individual Ideas to Team Culture", Oksana Holu...Fwdays
油
Developing a product mindset is a long-term process that requires effective communication, team engagement, and a culture of experimentation. When developers feel like they are part of the product, they go beyond just codingthey create real value for users.
Autonomous agents are sophisticated software entities that exhibit independent decision-making capabilities within Multi-Agent Systems. These agents possess internal state representations, knowledge bases, and reasoning mechanisms that enable them to process information and respond to environmental changes without external intervention. Each agent maintains its own objectives, resources, and decision-making protocols while adhering to system-wide coordination mechanisms. They demonstrate adaptability through learning from interactions and experiences, continuously evolving their behavioral patterns to optimize performance and achieve designated goals.
Read more information: https://bit.ly/4hocJra
This is the expanded slide deck from the Salesforce Wellington user group lunchtime meeting hosted by Forsyth Barr March 19, 2025.
Presentations were from Forsyth Barr, showing the Tempo app, as well as Katie Connors, Daneen Johnson and Anna Loughnan. Carl Thomas presented prizes for the Uppern Echeleon sponsored photo booth from our Xmas gathering
2. CONTENTS
Literature Review
Usage of L-PAC
Economy Analysis: Production & Demand
Process Description with PFD
Calculation of material and energy balance in the
fermentor
Pressure Vessel Design
Heat Utility Design and Heat Integration
Control Dynamic and Process
Pollution Control and Cleaner Production
4. L-PAC: Applications and Usages
MethamphetamineD-pseudoephedrineL-ephedrine
Used as the precursor for the production of these drugs that are known for
the nasal decongestant properties (Oliver et al. 1997, Shukla & Kulkarni
2000)
5. Economy Analysis
Global demand and supply for L-PAC from 2006 to 2013 (reproduced on
MATLAB速)
Source: Nanjing Pharmaceutical Company 2006, China Chemical
Industry News 2012
2006 2007 2008 2009 2010 2011 2012 2013
800
1000
1200
1400
1600
1800
2000
2200
2400
Global Demand and Supply for L-PAC from 2006 to 2013
Year
AmountofL-PAC(in103
kgortonnes)
Demand
Supply
PROPOSED PRODUCTION
Mode of operation: Fed-batch
fermentation
Total demand for L-PAC in
Malaysia in 2013 = 21,000 kg
(Globinmed 2010)
Proposed annual Production:
[L-PAC] = 25% of total demand
= 5,250 kg
Production rate:
[L-PAC] = 5,250kg/150 cycles
= 35 kg per cycle
Bulk price for L-PAC is around
RM312.30 per kg (Balantes
Pharma 2012)
6. Process ProductionProcess Production
Cultivation
of bakers
yeast
Fermentation
of pyruvic avid
Fermentation
of L-PAC
Centrifugation
and holding
Cold adduction
by precipitation
Rotary filtration
Dissolution of
Adduct
Ethanol
extraction
Distillation and
recovery of
ethanol
Spray Drying
7. Mass Balance
Stoichiometric equation: (Shuler & Kargi 2002)
Calculations are shown for F-102 and F-103 as examples:
Stream In Out
Feed Gas Total Product Gas-off Total
Glucose 72.00 0 72.00 0.66 0 0.66
C7H6O 3.03 0 3.03 0 0 0
NH3 0.50 0 0.50 0 0 0
Biomass 0.36 0 0.36 3.87 0 3.87
L-PAC 0 0 0 35 0 35
N2 0 1620.87 1620.87 0 1620.87 1620.87
CO2 0 0 0 0 14.53 14.53
H2O 458.71 0 458.71 480.54 0 480.54
Ethanol 5.40 0 5.40 5.40 0 5.40
Total 540.00 1620.87 2160.87 525.47 1635.40 2160.87
Comparison with SuperPro速 Designer
SuperPro速 533.47 1627.39 2160.86
Error(%) -1.52 0.49 0.00
Mass balance involving F-102 and F-103:
8. Energy Balance
Unit Metabolism
Heat
(kJ)
Agitation Heat
(kJ)
Sensible Heat Heat of
reaction
(kJ)
Energy In
(kJ)
Energy Out
(kJ)
F-102 75789.55 19639.53 8420.09 8587.11 - 95587.10
F-103 3697.05 18613.42 8606.01 8717.42 -23447.99
E-101 - - 60227.89 10037.98 50189.91
The heat balance inside the fermentor (OShea 1998):
iCON simulation is also used to calculate the energy balance in distillation column, COL-102.
Stream 47 48 51 In Out
Energy (W) -11379.47 -3243.51 -5854.92 -2281.04
Utility Condenser Reboiler Change
Energy (W) 264819.45 267100.60 -2281.15
9. Pressure Vessel Design: Internal Pressure
Fermentor, F-102
Specifications and dimensions:
Material = SS 316 or ASME SA-240
Radius of vessel = 0.3545 m
Diameter of vessel = 0.709 m
Height = 1.996 m
Cylindrical shell
Height = 1.418 m
Torispherical heads (Top and Bottom)
Knuckle radius = 0.0425 m
Crown radius = 0.363 m
Height = 0.289 m
Calculated that:
Design pressure = 69.12 psi = 477 kPa
Toverall = 0.14
Tmin= 3 mm
Design thickness = 5 mm
MAWP vessel = 98.94 psi
10. Specifications and dimensions:
Material = SS 316 or ASME SA-240
Radius of vessel = 0.25 m
Diameter of vessel = 0.50 m
Height = 3.77 m
Cylindrical shell
Height = 3.52 m
Ellipsoidal heads (Top and Bottom)
Height = 0.125 m
Calculated that:
Design pressure = 20.36psi
Toverall = 5.65mm
Tmin= 3.65mm
Design thickness = 6.35 mm
MAWP vessel = 15psi (Atmospheric pressure)
Pressure Vessel Design: External Pressure
Distillation column, COL-102
12. Heat
Utility
Design
Jacketed
Vessel
into F-102
Cooler E-
101
Jacketed
Vessel
into F-103
Condensor
E-102
Reboiler
E-103
Kettle Reboiler
3.2 mm o.d., 1.9 mm i.d.,
L = 4.8 m, plain U-tubes
Total Condensor
3.2 mm o.d., 1.9 mm i.d., L =
0.508 m, admiralty brass
Dimple Jacket
SS 316, pattern type 1
(100/100) 11 mm, base
length = 63.5 mm
U-tube exchanger
6.35 mm o.d., 2.465 mm i.d.,
L = 6.10 m, cupro-nickel
Jacket with spiral baffle
Stainless steel 316, channel 15 x
200 mm, 6 spirals
Heat Utility Design: Types
16. Process Dynamic & Control: Modeling
Fermentor, F-103
The mathematical models that are used for F-103:
1. (Rate of accumulation) = (Rate in) + (Rate of formation)
2. For component balance cell:
3. For component balance product:
4. For component balance substrate:
SK
S
X
dt
dX
s
max
XY
dt
dP
XP /
dt
SSd
Y
X f
SP /
17. PD&C: Degree of Freedom
Degree of Freedom analysis
Number of variables = 10
Number of equation = 4 (as in previous slide)
Degree of freedom:
Variables to be controlled:
Revised degree of freedom:
Hence, 3 control loops are to be designed
- Level, flow rate into the fermentor, antifoam
PXSSFYYVKN fSXXPSV ,,,,,,,,, //max
6410F
EVF
N
NNN
SKV ,, max
336FN
18. LT
LC
Sensor Differential
pressure
Signal type Pneumatic
Valve Diaphragm Source: Smith & Corripio 2006
Level sensor detects
difference in pressure
caused by hydrostatic
head
Sends pneumatic
signal to the
transmitter
Transmitter
directs the signal
to the level
controller
Controller calculates
the necessary
correction needed
Controller sends
signal to the
diaphragm valve
located at the output
of F-103
Diaphragm valve
moves the
diaphragm to open
or close the area of
flow
PD&C: Level Control Loop
19. Based on the Environment Quality (Amendment) Act 2012:
1. Environmental Quality (Clean Air) (Amendment) Regulations 2000
2. Environmental Quality (Industrial Effluent) Regulations 2009
3. Environmental Quality (Scheduled Wastes) (Amendment) Regulations 2007
4. Environmental Quality (Sewage) Regulations 2009
(Source: DOE 2013)
Pollution Control and Cleaner Production
(1)
Unit
(2)
Standard A
(3)
Standard B
Chemical Oxygen Demand mg/L 80 200
Temperature 0C 40 40
pH value - 6.0-9.0 5.5-9.0
BOD5 at 200C mg/L 20 50
Suspended solid mg/L 50 100
Phenol mg/L 0.001 1.0
Ammoniacal Nitrogen mg/L 10 20
Formaldehyde
Colour
mg/L
ADMI*
1.0
100
2.0
200
Discharge Limit according EQ(IE)R 2009
(Source: Taken and Modified from Department of Environment 2013)
20. PC&CP: Wastewater Treatment Plant
Overall Diagram for Modified WWTP
Stream Q Q + Qr Q - Qw Qu Qr Qw
Flow rate (m3/d) 13.15 14.77 9.37 5.40 1.62 3.78
S, BOD(mg/L) 14062.86 18 18 - - -
X, SS (mg/L) 0 9410.06 45 9365.06 9365.06 9365.06
Mass Balance for Modified WWTP
Equation used (Michael & David 2011):
X = 9410.06 mg/L V = 56.46m3 慮c = 14.83 days O2 = 4471.20 kg/day
21. References
1. Bukhari, A. A. 2012. Part I: Treatment of Pharmaceutical Wastewater. Pharmaceutical Waste Treatment and Disposal Practices. KFUPM
2. Cheresources. 2010. Jacketed vessel design forum. http://www.cheresources.com/content/articles/heat-transfer/jacketed-vessel-design [29
April 2013].
3. China Chemical Industry News. 2012. Synthetic Ephederine from Zhejiang Achievements Conversion Award.
http://www.39kf.com/my/tag_1_32032a-24892a-24901/ [16 March 2013].
4. Department of Environment Malaysia. 2011. Legistration, acts, regulation & order. http://www.doe.gov.my/portal/legislation-actsregulation-
order/ [3 April 2013]
5. Geankoplis, C.J. 2003. Transport Processes and Separation Process Principles: Includes Unit Operations. Fourth Edition. New Jersey:
Prentice Hall.
6. Globinmed. 2010. Ephedrine and its salt. Price range by year from 2000 to 2007.
http://www.globinmed.com/index.php?option=com_content&view=article&id=81286:ephedrine-a-its-salts--price-values-by-year-from-2000-
to-200&catid=45&Itemid=137
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by Candida Utilis in Shake Flask. Pak J. Bot. 44: 361-364.
9. Kostraby, M.M. 1999. The yeast mediated synthesis of the L-ephedrine precursor, L-phenylacetylcarbinol, in an organic solvent. Thesis
Doctor of Philosophy, School of Life Sciences and Technology, Victoria University of Technology.
10. Kumar, M.R., Chari, M.A. & Narasu, M.L. 2006. Production of L-phenylacetylcarbinol (L-PAC) by different novel strains of yeasts in
molasses and sugar cane juice as production medium. Research Journal of Microbiology 1(5): 433 437.
11. McKetta, J.J.. 1991. Heat Transfer Design Methods. New York: Marcel Dekker, Inc.
12. Mohamad Sulong, Astimar A. Aziz & AB Gapor Md. Top 2008 Bio-Fertiliser from palm Oil Biomass and POME Solids by Mobile Composter.
MPOB Information Series. ISSN 1511-7871
13. Nanjing Pharmaceutical Company. 2006. Ephederine and Mongolia Shengle Pharmaceutical Research Report.
http://wenku./view/dfcea5254b35eefdc8d3331a.html [16 March 2013].
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