The document describes the vapor compression refrigeration cycle. It includes a diagram labeling the major components: evaporator, absorber, pump, aqua heat exchanger, analyzer, generator, rectifier, condenser, receiver, and expansion valve. It explains the process of vapor being absorbed in water in the absorber, releasing heat and being cooled. The strong aqua solution is sent to the generator where heating separates ammonia vapor, which passes through the analyzer, rectifier, and condenser before repeating the cycle. The aqua heat exchanger improves efficiency by heating strong aqua and cooling weak aqua.
This document discusses details of a CCI Drag 100DR 4x4 globe valve used in a boiler feed pump (BFP) recirculation system. It notes the valve's specifications and operating parameters. It describes issues caused by a damaged valve, like high feed flow, motor amperage, and pump vibrations. The valve was dismantled and repaired by replacing the seat ring, plug, and other spare parts. This reduced the power consumption and feed flow of three BFPs. The payback period for purchasing the spare parts was within 4 months due to reduced energy losses. Proper performance of the recirculation valve is important to prevent pump damage and unit offline events.
The document discusses various topics related to hydronic system design including:
- Common hydronic system types like primary-secondary and variable flow systems
- Key considerations for piping design like pump sizing, pressure drops, and expansion tank placement
- Examples of specific system designs for chilled water, boiler water, and complex multi-building systems
- Benefits of variable speed pumps for energy efficiency and system controllability
This document is a lab report on testing centrifugal pumps. It includes data tables of test results for single stage, series, and parallel pumps at various speeds and valve openings. Flow rate, head, power, and efficiency values are given. Graphs show relationships between these parameters. The report was written by a student for a mechanical engineering class to analyze pump performance characteristics.
The document summarizes the author's opinions on each month of the year. January, February, April, May, July, August and December are described as good months because they contain holidays, birthdays or good weather. March, September, October are considered bad months as they mark the beginning of unpleasant seasons or involve school. June is a mixed month as it contains a holiday but also the start of summer. November is okay as winter begins and Christmas shopping can be done. The author particularly enjoys December for its holidays, birthday and opportunities to receive presents and see family.
This document discusses how to optimize energy usage in pumps through condition monitoring techniques. Pumps use 25% of the world's motor-driven electricity, or around 6.5% of global electricity production. Condition monitoring can detect degradation in bearings, casing wear, misalignment, and internal wear in impellers and seals. Performance analysis by measuring head-flow curves is particularly useful for detecting internal wear and optimizing the timing of pump overhauls to balance repair costs and wasted energy. The document provides examples of using performance analysis on boiler feed pumps to schedule optimal overhaul times that minimize total costs.
Talk on energy efficiency by ajai aroraRatan Kuber
The document discusses various ways to improve energy efficiency in textile industries. Thermal energy consumption can be reduced by minimizing water usage during wet processing as water heating accounts for a large portion of energy usage. Process and machine modifications, optimized chemical recipes, and new technologies can help conserve energy. Focus areas for energy savings include reducing steam consumption during wet processing operations like evaporation and chemical heating. Electrical usage can be lowered by improving efficiency of wet processing machinery. Captive power generation and use of waste steam for turbines are also discussed.
The document provides information about pool pumps and pool systems, including:
- Components of centrifugal pumps and their characteristics.
- How to size pumps properly by determining flow rate, total volume of water, and turnover rate.
- Factors that contribute to friction head loss for different system components and how to calculate total dynamic head.
- Information on troubleshooting pumps.
The document describes the vapor compression refrigeration cycle. It includes a diagram labeling the major components: evaporator, absorber, pump, aqua heat exchanger, analyzer, generator, rectifier, condenser, receiver, and expansion valve. It explains the process of vapor being absorbed in water in the absorber, releasing heat and being cooled. The strong aqua solution is sent to the generator where heating separates ammonia vapor, which passes through the analyzer, rectifier, and condenser before repeating the cycle. The aqua heat exchanger improves efficiency by heating strong aqua and cooling weak aqua.
This document discusses details of a CCI Drag 100DR 4x4 globe valve used in a boiler feed pump (BFP) recirculation system. It notes the valve's specifications and operating parameters. It describes issues caused by a damaged valve, like high feed flow, motor amperage, and pump vibrations. The valve was dismantled and repaired by replacing the seat ring, plug, and other spare parts. This reduced the power consumption and feed flow of three BFPs. The payback period for purchasing the spare parts was within 4 months due to reduced energy losses. Proper performance of the recirculation valve is important to prevent pump damage and unit offline events.
The document discusses various topics related to hydronic system design including:
- Common hydronic system types like primary-secondary and variable flow systems
- Key considerations for piping design like pump sizing, pressure drops, and expansion tank placement
- Examples of specific system designs for chilled water, boiler water, and complex multi-building systems
- Benefits of variable speed pumps for energy efficiency and system controllability
This document is a lab report on testing centrifugal pumps. It includes data tables of test results for single stage, series, and parallel pumps at various speeds and valve openings. Flow rate, head, power, and efficiency values are given. Graphs show relationships between these parameters. The report was written by a student for a mechanical engineering class to analyze pump performance characteristics.
The document summarizes the author's opinions on each month of the year. January, February, April, May, July, August and December are described as good months because they contain holidays, birthdays or good weather. March, September, October are considered bad months as they mark the beginning of unpleasant seasons or involve school. June is a mixed month as it contains a holiday but also the start of summer. November is okay as winter begins and Christmas shopping can be done. The author particularly enjoys December for its holidays, birthday and opportunities to receive presents and see family.
This document discusses how to optimize energy usage in pumps through condition monitoring techniques. Pumps use 25% of the world's motor-driven electricity, or around 6.5% of global electricity production. Condition monitoring can detect degradation in bearings, casing wear, misalignment, and internal wear in impellers and seals. Performance analysis by measuring head-flow curves is particularly useful for detecting internal wear and optimizing the timing of pump overhauls to balance repair costs and wasted energy. The document provides examples of using performance analysis on boiler feed pumps to schedule optimal overhaul times that minimize total costs.
Talk on energy efficiency by ajai aroraRatan Kuber
The document discusses various ways to improve energy efficiency in textile industries. Thermal energy consumption can be reduced by minimizing water usage during wet processing as water heating accounts for a large portion of energy usage. Process and machine modifications, optimized chemical recipes, and new technologies can help conserve energy. Focus areas for energy savings include reducing steam consumption during wet processing operations like evaporation and chemical heating. Electrical usage can be lowered by improving efficiency of wet processing machinery. Captive power generation and use of waste steam for turbines are also discussed.
The document provides information about pool pumps and pool systems, including:
- Components of centrifugal pumps and their characteristics.
- How to size pumps properly by determining flow rate, total volume of water, and turnover rate.
- Factors that contribute to friction head loss for different system components and how to calculate total dynamic head.
- Information on troubleshooting pumps.
Refrigeration and air conditioning systembikramstalion
This document discusses various strategies to optimize refrigeration and air conditioning systems to reduce energy consumption and costs. It describes the basic vapor compression refrigeration cycle and how system performance is affected by evaporator and condenser temperatures. Methods to optimize compressor operation include adjusting loading/unloading, variable speed drives, and gas bypass controls. Optimizing cooling water systems, replacing shell and tube condensers with evaporative condensers, and switching to more efficient centrifugal compressors can also improve performance. The document also compares vapor absorption to vapor compression cycles.
I recently gave this presentation at the World Energy Engineering Congress In Washington DC (Oct13) and it was well received. It shows a "big picture" approach and gives plenty of real world examples.
Chilled Water Systems Total Cost of Ownership.pptEstevanhuertas
This document discusses strategies for minimizing the capital and operating costs of chilled water systems. It provides an example of a low-flow, high delta-T chilled water system that reduces energy consumption. Variable primary flow systems are presented as having lower costs than conventional decoupled systems due to fewer components. Series evaporator arrangements are shown to improve chiller efficiency over single compressor designs. Chiller-tower optimization is recommended to define the optimal condenser water temperature using controls that minimize total system power.
Microsoft PowerPoint - DEV of Dual FillingPRAN-RFL Group
The document describes a PET bottle blowing plant with the following key details:
1. The plant has a capacity of 450 bottles per minute and is model SBO 14.
2. It uses high pressure air between 35-38 bar and low pressure air at 7 bar to blow PET preforms into bottles using a dual system for carbonated soft drinks and hot fill applications.
3. The location is on the ground floor of the new CAN building and it consumes 324 kW of power plus an additional 30 kW for a total of 480 kW. It also uses chilled water at 12 degrees Celsius and 4 bar pressure.
The Solutions Company is a family owned HVAC business established in 1920 that innovates pumping and hydronic systems. They offer a full range of pumps and LoadMatch systems, which feature highly reliable wet rotor circulators. LoadMatch systems provide balanced and variable flows to terminal units, improving comfort while reducing energy and costs versus traditional hydronic systems.
Ntpc (national thermal power corporation) sipat boiler haxxo24 i~ihaxxo24
The document discusses key points about subcritical and supercritical boiler design, operation, and control including:
- Differences between subcritical and supercritical boiler technologies
- Design parameters like steam pressure and temperature, air flow rates, and coal requirements
- Chemical treatment, feedwater, and boiler control systems
- Startup procedures including boiler filling and transitioning between wet and dry modes
The document discusses points related to sub critical and super critical boiler design, including boiler design parameters, chemical treatment systems, operation, feedwater systems, boiler control, and startup curves. It provides explanations of sub critical and super critical boiler technologies, comparing drum type sub critical boilers to drumless super critical boilers. Key differences in operation and response to load changes are highlighted.
This document provides an overview of the condensate system in a power plant, including:
- Key components like the condenser, CEP pumps, SJAE ejectors, LP heaters, and their functions.
- Parameters and specifications of the condenser and LP heaters.
- Importance of maintaining vacuum in the condenser.
- Startup and shutdown procedures for the condensate system, which involve opening/closing valves, maintaining fluid levels, and isolating components as needed.
The document provides an overview and course outline for a training on combined cycle power plants. It discusses the key components of a heat recovery steam generator (HRSG) system including the low pressure, intermediate pressure and high pressure systems. It explains the Brayton and Rankine cycles used in combined cycle plants and how they improve overall efficiency compared to simple cycle plants. Key parameters and operational considerations for the low pressure system are also reviewed.
This document provides an overview of pneumatic systems for FIRST robots, including key components in the 2010 kit of parts, basic pneumatic principles, calculations for determining cylinder force, examples of typical pneumatic applications, and tips for design and safety. It covers topics such as air compressors, tanks, regulators, solenoid valves, cylinder sizing, energy usage calculations, gripper and braking system examples, and considerations around the pros and cons of pneumatics.
Dan Watkins of Bornquist, Inc. in Chicago, IL presents Energy-Saving Designs for Existing Buildings focusing on pumping and boiler strategies. Presented at the February 9, 2010 Chapter Meeting & Seminar.
This document provides an overview of an upcoming presentation on EC motor and pump basics. The presentation agenda includes discussing motor basics, permanent magnet motors versus induction motors, pump curve basics, operating points, efficiency curves, power curves, system curves, and the advantages of variable speed control. Sample pump comparisons are also provided showing estimated annual energy savings ranging from $35 to over $1,000 when using variable speed pumps compared to single speed pumps.
Hybrid vehicles use different engine cycles like the Atkinson cycle to improve efficiency over traditional Otto cycle engines. The Atkinson cycle provides higher efficiency through a smaller compression ratio and longer power stroke, though it sacrifices power. This lost power can be made up through an electric motor in a hybrid system. Modern hybrids also use variable valve timing and cylinder deactivation to further improve efficiency. During diagnosis of hybrid engines, procedures need to account for the idle-stop feature and electric motor involvement in engine operation to properly diagnose engine-related issues.
This document provides an overview of fundamentals for water system design and pump selection. It covers topics such as hydronic system components, distribution piping system design, direct and reverse return systems, centrifugal pumps, pump performance curves, system curves, pump selection parameters, and pump arrangements. The document aims to guide designers on water system design limitations, pump types, how to read pump curves and select the proper pump based on factors like design flow, pressure requirements, and system characteristics.
Electric Compressor Selection & Integration dccmarketing
Follow T/CCI Manufacturing on LinkedIn.
T/CCI's Advanced Engineering Director, Erik Huyghe, outlines electric compressor selection and integration for heavy-duty and offroad vehicles.
The document summarizes some common design issues encountered with chilled water systems and provides solutions. It describes 4 cases of chilled water system design mistakes: 1) a new variable primary flow system that had inaccurate flow sensing, insufficient loop volume, and improperly sized bypass piping; 2) converting an existing primary-secondary system to variable primary flow without ensuring accurate flow sensing; 3) connecting a heat recovery chiller in parallel without sufficient flow control; and 4) not properly positioning pumps to allow for minimum bypass flow in a conversion. The document provides recommendations to address these issues, such as using a more accurate flow meter, increasing loop volume with a buffer tank, properly sizing bypass piping, and considering a variable primary/variable secondary system
This document discusses chilled water distribution systems, including primary/secondary and variable primary flow systems. In a primary/secondary system, primary pumps provide constant flow while secondary pumps and two-way valves provide variable flow to terminals. A variable primary flow system uses two-way valves and variable speed primary pumps to modulate flow without secondary pumps. Proper design considerations for variable primary flow systems include maintaining minimum and maximum flows through chillers, using modulating isolation valves, ramping pump speeds gradually, and controlling pumps and chillers together to sequence efficiently based on load and temperature.
Minimizing power requirment for pumps in dairy industryAdarsh M.kalla
The document discusses ways to minimize power requirements for pumps in the dairy industry. It discusses how pumps account for 20-50% of energy usage in dairy plants and introduces various pump types used. Methods to improve pump efficiency are proposed, including proper sizing of pumps to avoid throttling, use of variable speed drives, impeller trimming, parallel pumping, and regular maintenance. Adopting these strategies can reduce pumping energy usage by 30-50% and lower costs. The document emphasizes the need for dairy plants to invest in more efficient pumping systems and sustainable energy sources.
"Choosing proper type of scaling", Olena SyrotaFwdays
Imagine an IoT processing system that is already quite mature and production-ready and for which client coverage is growing and scaling and performance aspects are life and death questions. The system has Redis, MongoDB, and stream processing based on ksqldb. In this talk, firstly, we will analyze scaling approaches and then select the proper ones for our system.
Refrigeration and air conditioning systembikramstalion
This document discusses various strategies to optimize refrigeration and air conditioning systems to reduce energy consumption and costs. It describes the basic vapor compression refrigeration cycle and how system performance is affected by evaporator and condenser temperatures. Methods to optimize compressor operation include adjusting loading/unloading, variable speed drives, and gas bypass controls. Optimizing cooling water systems, replacing shell and tube condensers with evaporative condensers, and switching to more efficient centrifugal compressors can also improve performance. The document also compares vapor absorption to vapor compression cycles.
I recently gave this presentation at the World Energy Engineering Congress In Washington DC (Oct13) and it was well received. It shows a "big picture" approach and gives plenty of real world examples.
Chilled Water Systems Total Cost of Ownership.pptEstevanhuertas
This document discusses strategies for minimizing the capital and operating costs of chilled water systems. It provides an example of a low-flow, high delta-T chilled water system that reduces energy consumption. Variable primary flow systems are presented as having lower costs than conventional decoupled systems due to fewer components. Series evaporator arrangements are shown to improve chiller efficiency over single compressor designs. Chiller-tower optimization is recommended to define the optimal condenser water temperature using controls that minimize total system power.
Microsoft PowerPoint - DEV of Dual FillingPRAN-RFL Group
The document describes a PET bottle blowing plant with the following key details:
1. The plant has a capacity of 450 bottles per minute and is model SBO 14.
2. It uses high pressure air between 35-38 bar and low pressure air at 7 bar to blow PET preforms into bottles using a dual system for carbonated soft drinks and hot fill applications.
3. The location is on the ground floor of the new CAN building and it consumes 324 kW of power plus an additional 30 kW for a total of 480 kW. It also uses chilled water at 12 degrees Celsius and 4 bar pressure.
The Solutions Company is a family owned HVAC business established in 1920 that innovates pumping and hydronic systems. They offer a full range of pumps and LoadMatch systems, which feature highly reliable wet rotor circulators. LoadMatch systems provide balanced and variable flows to terminal units, improving comfort while reducing energy and costs versus traditional hydronic systems.
Ntpc (national thermal power corporation) sipat boiler haxxo24 i~ihaxxo24
The document discusses key points about subcritical and supercritical boiler design, operation, and control including:
- Differences between subcritical and supercritical boiler technologies
- Design parameters like steam pressure and temperature, air flow rates, and coal requirements
- Chemical treatment, feedwater, and boiler control systems
- Startup procedures including boiler filling and transitioning between wet and dry modes
The document discusses points related to sub critical and super critical boiler design, including boiler design parameters, chemical treatment systems, operation, feedwater systems, boiler control, and startup curves. It provides explanations of sub critical and super critical boiler technologies, comparing drum type sub critical boilers to drumless super critical boilers. Key differences in operation and response to load changes are highlighted.
This document provides an overview of the condensate system in a power plant, including:
- Key components like the condenser, CEP pumps, SJAE ejectors, LP heaters, and their functions.
- Parameters and specifications of the condenser and LP heaters.
- Importance of maintaining vacuum in the condenser.
- Startup and shutdown procedures for the condensate system, which involve opening/closing valves, maintaining fluid levels, and isolating components as needed.
The document provides an overview and course outline for a training on combined cycle power plants. It discusses the key components of a heat recovery steam generator (HRSG) system including the low pressure, intermediate pressure and high pressure systems. It explains the Brayton and Rankine cycles used in combined cycle plants and how they improve overall efficiency compared to simple cycle plants. Key parameters and operational considerations for the low pressure system are also reviewed.
This document provides an overview of pneumatic systems for FIRST robots, including key components in the 2010 kit of parts, basic pneumatic principles, calculations for determining cylinder force, examples of typical pneumatic applications, and tips for design and safety. It covers topics such as air compressors, tanks, regulators, solenoid valves, cylinder sizing, energy usage calculations, gripper and braking system examples, and considerations around the pros and cons of pneumatics.
Dan Watkins of Bornquist, Inc. in Chicago, IL presents Energy-Saving Designs for Existing Buildings focusing on pumping and boiler strategies. Presented at the February 9, 2010 Chapter Meeting & Seminar.
This document provides an overview of an upcoming presentation on EC motor and pump basics. The presentation agenda includes discussing motor basics, permanent magnet motors versus induction motors, pump curve basics, operating points, efficiency curves, power curves, system curves, and the advantages of variable speed control. Sample pump comparisons are also provided showing estimated annual energy savings ranging from $35 to over $1,000 when using variable speed pumps compared to single speed pumps.
Hybrid vehicles use different engine cycles like the Atkinson cycle to improve efficiency over traditional Otto cycle engines. The Atkinson cycle provides higher efficiency through a smaller compression ratio and longer power stroke, though it sacrifices power. This lost power can be made up through an electric motor in a hybrid system. Modern hybrids also use variable valve timing and cylinder deactivation to further improve efficiency. During diagnosis of hybrid engines, procedures need to account for the idle-stop feature and electric motor involvement in engine operation to properly diagnose engine-related issues.
This document provides an overview of fundamentals for water system design and pump selection. It covers topics such as hydronic system components, distribution piping system design, direct and reverse return systems, centrifugal pumps, pump performance curves, system curves, pump selection parameters, and pump arrangements. The document aims to guide designers on water system design limitations, pump types, how to read pump curves and select the proper pump based on factors like design flow, pressure requirements, and system characteristics.
Electric Compressor Selection & Integration dccmarketing
Follow T/CCI Manufacturing on LinkedIn.
T/CCI's Advanced Engineering Director, Erik Huyghe, outlines electric compressor selection and integration for heavy-duty and offroad vehicles.
The document summarizes some common design issues encountered with chilled water systems and provides solutions. It describes 4 cases of chilled water system design mistakes: 1) a new variable primary flow system that had inaccurate flow sensing, insufficient loop volume, and improperly sized bypass piping; 2) converting an existing primary-secondary system to variable primary flow without ensuring accurate flow sensing; 3) connecting a heat recovery chiller in parallel without sufficient flow control; and 4) not properly positioning pumps to allow for minimum bypass flow in a conversion. The document provides recommendations to address these issues, such as using a more accurate flow meter, increasing loop volume with a buffer tank, properly sizing bypass piping, and considering a variable primary/variable secondary system
This document discusses chilled water distribution systems, including primary/secondary and variable primary flow systems. In a primary/secondary system, primary pumps provide constant flow while secondary pumps and two-way valves provide variable flow to terminals. A variable primary flow system uses two-way valves and variable speed primary pumps to modulate flow without secondary pumps. Proper design considerations for variable primary flow systems include maintaining minimum and maximum flows through chillers, using modulating isolation valves, ramping pump speeds gradually, and controlling pumps and chillers together to sequence efficiently based on load and temperature.
Minimizing power requirment for pumps in dairy industryAdarsh M.kalla
The document discusses ways to minimize power requirements for pumps in the dairy industry. It discusses how pumps account for 20-50% of energy usage in dairy plants and introduces various pump types used. Methods to improve pump efficiency are proposed, including proper sizing of pumps to avoid throttling, use of variable speed drives, impeller trimming, parallel pumping, and regular maintenance. Adopting these strategies can reduce pumping energy usage by 30-50% and lower costs. The document emphasizes the need for dairy plants to invest in more efficient pumping systems and sustainable energy sources.
"Choosing proper type of scaling", Olena SyrotaFwdays
Imagine an IoT processing system that is already quite mature and production-ready and for which client coverage is growing and scaling and performance aspects are life and death questions. The system has Redis, MongoDB, and stream processing based on ksqldb. In this talk, firstly, we will analyze scaling approaches and then select the proper ones for our system.
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsDianaGray10
Join us to learn how UiPath Apps can directly and easily interact with prebuilt connectors via Integration Service--including Salesforce, ServiceNow, Open GenAI, and more.
The best part is you can achieve this without building a custom workflow! Say goodbye to the hassle of using separate automations to call APIs. By seamlessly integrating within App Studio, you can now easily streamline your workflow, while gaining direct access to our Connector Catalog of popular applications.
We’ll discuss and demo the benefits of UiPath Apps and connectors including:
Creating a compelling user experience for any software, without the limitations of APIs.
Accelerating the app creation process, saving time and effort
Enjoying high-performance CRUD (create, read, update, delete) operations, for
seamless data management.
Speakers:
Russell Alfeche, Technology Leader, RPA at qBotic and UiPath MVP
Charlie Greenberg, host
The Microsoft 365 Migration Tutorial For Beginner.pptxoperationspcvita
This presentation will help you understand the power of Microsoft 365. However, we have mentioned every productivity app included in Office 365. Additionally, we have suggested the migration situation related to Office 365 and how we can help you.
You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Northern Engraving | Nameplate Manufacturing Process - 2024Northern Engraving
Manufacturing custom quality metal nameplates and badges involves several standard operations. Processes include sheet prep, lithography, screening, coating, punch press and inspection. All decoration is completed in the flat sheet with adhesive and tooling operations following. The possibilities for creating unique durable nameplates are endless. How will you create your brand identity? We can help!
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...Jason Yip
The typical problem in product engineering is not bad strategy, so much as “no strategy”. This leads to confusion, lack of motivation, and incoherent action. The next time you look for a strategy and find an empty space, instead of waiting for it to be filled, I will show you how to fill it in yourself. If you’re wrong, it forces a correction. If you’re right, it helps create focus. I’ll share how I’ve approached this in the past, both what works and lessons for what didn’t work so well.
Essentials of Automations: Exploring Attributes & Automation ParametersSafe Software
Building automations in FME Flow can save time, money, and help businesses scale by eliminating data silos and providing data to stakeholders in real-time. One essential component to orchestrating complex automations is the use of attributes & automation parameters (both formerly known as “keys”). In fact, it’s unlikely you’ll ever build an Automation without using these components, but what exactly are they?
Attributes & automation parameters enable the automation author to pass data values from one automation component to the next. During this webinar, our FME Flow Specialists will cover leveraging the three types of these output attributes & parameters in FME Flow: Event, Custom, and Automation. As a bonus, they’ll also be making use of the Split-Merge Block functionality.
You’ll leave this webinar with a better understanding of how to maximize the potential of automations by making use of attributes & automation parameters, with the ultimate goal of setting your enterprise integration workflows up on autopilot.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframePrecisely
Inconsistent user experience and siloed data, high costs, and changing customer expectations – Citizens Bank was experiencing these challenges while it was attempting to deliver a superior digital banking experience for its clients. Its core banking applications run on the mainframe and Citizens was using legacy utilities to get the critical mainframe data to feed customer-facing channels, like call centers, web, and mobile. Ultimately, this led to higher operating costs (MIPS), delayed response times, and longer time to market.
Ever-changing customer expectations demand more modern digital experiences, and the bank needed to find a solution that could provide real-time data to its customer channels with low latency and operating costs. Join this session to learn how Citizens is leveraging Precisely to replicate mainframe data to its customer channels and deliver on their “modern digital bank” experiences.
33. SO BOTTOM LINE..
Zone valve
FOR PETE’S SAKE…
job - DT
TRV job –
DT or DP
Don’t “oversell”
PICK THE RIGHT PUMP
FOR THE JOB!!!
electrical savings!
3/4/2014
33
34. John Barba
Taco, Inc
1160 Cranston Street
Cranston, RI 02920
Webiste: taco-hvac.com
johbar@taco-hvac.com
Twitter: @barbajo1
Blog: jbblog.flopro.taco-hvac.com
3/4/2014
34