This file is an introduction to VRV/VRF systems which are considered to be a DX or Centralized HVAC systems. VRF technology is on a wide spread nowadays and the market share is being expanded from being a niche market in Japan to a worldwide market including all continents.
The document discusses Emerson solutions for natural and low GWP refrigerants to comply with F-Gas regulations and new refrigerants. It provides information on:
1) F-Gas bans on HFC refrigerants above certain GWP thresholds beginning in 2020 and 2022, as well as bans on certain equipment using HFCs above 150 GWP.
2) New lower GWP HFO refrigerant molecules and blends from major manufacturers that can replace HFCs.
3) Emerson's product offerings for natural refrigerants like CO2 and propane/R290, including CO2 compressors, propane scroll compressors, and hybrid HFO/CO2 systems.
1) The document introduces an enhanced lineup of 3 types of VRV heat pump systems - High-COP, Standard, and Space Saving - with improved energy efficiency and installation flexibility.
2) Key features of the new VRV systems are highlighted, including higher COP, variable refrigerant temperature control for optimized energy efficiency, longer piping lengths, and increased connection capacity.
3) Variable refrigerant temperature technology is explained, allowing automatic adjustment of refrigerant temperature to match changing cooling loads, reducing energy consumption compared to fixed temperature systems.
This document provides information on a commercial VRF range for 2014, including:
- Outdoor units can connect up to 48HP with 3 modules and a maximum of 64 indoor units.
- Indoor unit options include cassettes, floor/ceiling units, ducted units, walls splits, and more.
- Outdoor units can operate from -15°C to +46°C in cooling mode and -15°C to +24°C in heating mode.
- The document discusses outdoor unit dimensions, sound levels, backup functions, installation details, controls, and building management system integration options.
Neil Hitching, Southern Area Sales Manager for Toshiba Air Conditioning, provided an overview of Toshiba's products and support services. Key highlights included their new SHRMi heat recovery VRF system, which offers industry-leading energy efficiency through simultaneous heating and cooling. Toshiba also discussed their compressor and control innovations that allow for more granular temperature control and higher efficiencies. Their extensive support network and tools were highlighted as helping customers with selection, commissioning, and ongoing technical assistance.
General overview of HVAC Technology
General overview of VRF Technology
Benefits of VRF
General overview of Refrigerant
General overview of Ton
General overview of Compressor
Florida Heat Pump is a major producer of water source heat pumps based in Fort Lauderdale, Florida. They offer a wide range of unit types and sizes using both R-410A and R-22 refrigerants. Their product line includes horizontal units up to 20 tons, vertical units up to 60 tons, geothermal systems, and water-to-water units up to 35 tons. Florida Heat Pump is committed to transitioning their entire product line to more efficient and environmentally friendly R-410A refrigerant.
Reversible air/water heat pump for outdoor installation. Suitable for air-conditioning and heating, and the production of domestic hot water for small/medium services.
Cooling capacity: 8.81 ÷ 14.12 kW
Heating capacity: 11.04 ÷ 16.88 kW
R410A refrigerant
Cooling and heating
DHW
Scroll compressor
Axial fan
Plate exchanger
Pump kit (Option)
Water tank (Option)
Network operation (Option)
Compatible with ModBus protocol (Option)
Compatible with VMF system (Variable Multi Flow) (Option)
Internet connection (Option)
For two pipes plants
The document discusses Emerson solutions for natural and low GWP refrigerants to comply with F-Gas regulations and new refrigerants. It provides information on:
1) F-Gas bans on HFC refrigerants above certain GWP thresholds beginning in 2020 and 2022, as well as bans on certain equipment using HFCs above 150 GWP.
2) New lower GWP HFO refrigerant molecules and blends from major manufacturers that can replace HFCs.
3) Emerson's product offerings for natural refrigerants like CO2 and propane/R290, including CO2 compressors, propane scroll compressors, and hybrid HFO/CO2 systems.
1) The document introduces an enhanced lineup of 3 types of VRV heat pump systems - High-COP, Standard, and Space Saving - with improved energy efficiency and installation flexibility.
2) Key features of the new VRV systems are highlighted, including higher COP, variable refrigerant temperature control for optimized energy efficiency, longer piping lengths, and increased connection capacity.
3) Variable refrigerant temperature technology is explained, allowing automatic adjustment of refrigerant temperature to match changing cooling loads, reducing energy consumption compared to fixed temperature systems.
This document provides information on a commercial VRF range for 2014, including:
- Outdoor units can connect up to 48HP with 3 modules and a maximum of 64 indoor units.
- Indoor unit options include cassettes, floor/ceiling units, ducted units, walls splits, and more.
- Outdoor units can operate from -15°C to +46°C in cooling mode and -15°C to +24°C in heating mode.
- The document discusses outdoor unit dimensions, sound levels, backup functions, installation details, controls, and building management system integration options.
Neil Hitching, Southern Area Sales Manager for Toshiba Air Conditioning, provided an overview of Toshiba's products and support services. Key highlights included their new SHRMi heat recovery VRF system, which offers industry-leading energy efficiency through simultaneous heating and cooling. Toshiba also discussed their compressor and control innovations that allow for more granular temperature control and higher efficiencies. Their extensive support network and tools were highlighted as helping customers with selection, commissioning, and ongoing technical assistance.
General overview of HVAC Technology
General overview of VRF Technology
Benefits of VRF
General overview of Refrigerant
General overview of Ton
General overview of Compressor
Florida Heat Pump is a major producer of water source heat pumps based in Fort Lauderdale, Florida. They offer a wide range of unit types and sizes using both R-410A and R-22 refrigerants. Their product line includes horizontal units up to 20 tons, vertical units up to 60 tons, geothermal systems, and water-to-water units up to 35 tons. Florida Heat Pump is committed to transitioning their entire product line to more efficient and environmentally friendly R-410A refrigerant.
Reversible air/water heat pump for outdoor installation. Suitable for air-conditioning and heating, and the production of domestic hot water for small/medium services.
Cooling capacity: 8.81 ÷ 14.12 kW
Heating capacity: 11.04 ÷ 16.88 kW
R410A refrigerant
Cooling and heating
DHW
Scroll compressor
Axial fan
Plate exchanger
Pump kit (Option)
Water tank (Option)
Network operation (Option)
Compatible with ModBus protocol (Option)
Compatible with VMF system (Variable Multi Flow) (Option)
Internet connection (Option)
For two pipes plants
This document discusses the use of propane (R290) as a refrigerant and variable speed scroll compressors. It notes that R290 has a very low GWP and is more efficient than other refrigerants, though it poses flammability risks. Variable speed compressors can improve efficiency with R290 over a wide operating range. The document reviews relevant regulations and standards for R290 charge limits. It presents performance data on an R290 scroll compressor and concludes that R290 is a future-proof option for refrigeration and heat pump systems if used with a dedicated compressor design that ensures safety and reliability.
This document discusses the use of propane (R290) as a refrigerant. It notes that R290 has a very low global warming potential and is an efficient, natural alternative to other refrigerants. However, R290 also has limitations due to its flammability. The document outlines refrigeration system architectures and trends toward lower global warming potential refrigerants. It presents performance data showing the high efficiency of variable speed scroll compressors with R290 over a wide range of speeds. Regulations and standards for R290 are also reviewed. The document concludes that R290 should be a future-proof refrigerant but requires a dedicated compressor design due to safety and reliability considerations stemming from its flammability.
The document discusses Toshiba's digital inverter air conditioners for light commercial use. It describes features like superior energy efficiency from the inverter compressor and DC fan motor. It also details indoor units like cassette and ducted models that offer flexible control and easy installation for commercial spaces.
This document provides an overview of variable refrigerant flow (VRF) systems. It begins with definitions of VRF and explains that VRF allows individualized comfort control and simultaneous heating and cooling. It describes how VRF systems work, including outdoor capacity control via compressor speed and indoor capacity control via expansion valves. Benefits highlighted include zoning flexibility, efficiency from paying only for used capacity, simplicity in design/installation, and good value. Different VRF system types are outlined, and diversity factors like time of day and occupancy are discussed. Comparisons are made between VRF and conventional systems in terms of operation, comfort, cost and architecture.
This document provides information about Compu-Aire, a company that designs and manufactures precision air conditioning systems. It details that Compu-Aire has over 29 years of experience, designs systems for applications like data centers and clean rooms, and manufactures its products in the USA. It also lists Compu-Aire's product lines, specifications, controls, certifications and some of its clients.
Climate control products from Rittal provide concise summaries of key information from technical documents. The summary of the given document is:
[1] Climate control products help control temperature, humidity, dust and vibration inside enclosures to improve reliability of electrical and electronic equipment.
[2] Rittal offers a range of climate control products including air conditioners, filter fans, panel heaters and heat exchangers to maintain optimal internal enclosure temperatures.
[3] Rittal's sizing software helps select the right climate control product by calculating heat loads, temperature differences and required cooling capacity.
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.
This document provides an overview of VRV (Variable Refrigerant Volume) air conditioning systems. It defines VRV and describes its concept of varying refrigerant volume to indoor units for flexible capacity control. The document outlines the VRVIII range, which includes 14 outdoor unit models with capacities from 6.4 to 29 tons. It also describes the extensive line of indoor units that can be connected. The document discusses VRVIII features like extended piping lengths up to 1000m, high external static pressure tolerance, and low sound levels. It notes VRVIII systems' environmental benefits such as high efficiency, use of an ozone-friendly refrigerant, and compliance with RoHS directives. The document outlines individual and centralized controller options
This document discusses Variable Refrigerant Flow (VRF) air conditioning systems. It was invented by Daikin in 1982 under the name VRV, though other companies call it VRF. VRF allows one outdoor unit to serve multiple indoor units. It adjusts cooling and heating by varying the refrigerant flow and compressor speed. VRF systems use less energy and space than traditional split systems. While the upfront cost is higher, operating costs are lower. VRF systems can simultaneously heat and cool with heat recovery models. Major brands selling VRF in India include Daikin, Blue Star, Voltas, Mitsubishi, Carrier, Hitachi, LG and Samsung.
Variable refrigrant flow or volume Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
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Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
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Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Test
This is a presentation regarding the introduction to the heating and cooling system technology called variable refrigerant flow systems. (non-commercial)
The document describes the CoolSense system from Trane, which uses dedicated outdoor air units and sensible-cooling terminal units. It provides details on:
- The system configuration using DOAS units and sensible terminal units for zone cooling and ventilation.
- Controller sequences and operation for the terminal units for cooling, heating, and demand-controlled ventilation.
- Available configurations for the DOAS units including DX packs, chilled water AHUs, and energy recovery options.
- Sizing and dehumidification requirements to maintain indoor dew points below 55°F.
One of our most popular webinar presentations on data center cooling: 2007 Data Center Cooling Study: Comparing Conventional Raised Floors with Close Coupled Cooling Technology.
If you're looking for a solution, it's simple physics: Water is 3,500 times more effective at cooling than air. But, liquid cooling carries a large stigma particularly because of the large price tag. And, if you're like other Data Center Managers, the words of Jerry McGuire may be ringing in your head "Show me the money!"
To view the recorded webinar presentation, please visit http://www.42u.com/data-center-liquid-cooling-webinar.htm
This document provides an overview of variable refrigerant volume (VRV/VRF) systems. It discusses the history and development of VRV technology, the main components and types of VRF systems, major manufacturers and distributors, and the benefits of VRF systems compared to other HVAC options. Some key benefits highlighted include independent zone control, energy efficiency savings, flexibility of design, ease of installation, and low maintenance requirements. The document also provides tips on communicating the benefits of VRF systems to contractors and clients to help sell these systems.
Fuji tu dong hoa catalog frenic-hvac-dienhathe.orgDien Ha The
Khoa Học - Kỹ Thuật & Giải Trí: http://phongvan.org
Tài Liệu Khoa Học Kỹ Thuật: http://tailieukythuat.info
Thiết bị Điện Công Nghiệp - Điện Hạ Thế: http://dienhathe.vn
This document discusses types of HVAC systems and components. It describes two main types of air conditioning units: direct expansion (DX) units that use refrigerant to cool air directly, and chilled water (CH) units that use chilled water running through coils to cool air. It then provides details on different DX unit configurations like package units, ducted split units, and mini-split units. The document also discusses chilled water air conditioning components like air cooled and water cooled chillers. It covers other HVAC components such as air handling units, compressors, condensers, and fans.
This document discusses the use of propane (R290) as a refrigerant and variable speed scroll compressors. It notes that R290 has a very low GWP and is more efficient than other refrigerants, though it poses flammability risks. Variable speed compressors can improve efficiency with R290 over a wide operating range. The document reviews relevant regulations and standards for R290 charge limits. It presents performance data on an R290 scroll compressor and concludes that R290 is a future-proof option for refrigeration and heat pump systems if used with a dedicated compressor design that ensures safety and reliability.
This document discusses the use of propane (R290) as a refrigerant. It notes that R290 has a very low global warming potential and is an efficient, natural alternative to other refrigerants. However, R290 also has limitations due to its flammability. The document outlines refrigeration system architectures and trends toward lower global warming potential refrigerants. It presents performance data showing the high efficiency of variable speed scroll compressors with R290 over a wide range of speeds. Regulations and standards for R290 are also reviewed. The document concludes that R290 should be a future-proof refrigerant but requires a dedicated compressor design due to safety and reliability considerations stemming from its flammability.
The document discusses Toshiba's digital inverter air conditioners for light commercial use. It describes features like superior energy efficiency from the inverter compressor and DC fan motor. It also details indoor units like cassette and ducted models that offer flexible control and easy installation for commercial spaces.
This document provides an overview of variable refrigerant flow (VRF) systems. It begins with definitions of VRF and explains that VRF allows individualized comfort control and simultaneous heating and cooling. It describes how VRF systems work, including outdoor capacity control via compressor speed and indoor capacity control via expansion valves. Benefits highlighted include zoning flexibility, efficiency from paying only for used capacity, simplicity in design/installation, and good value. Different VRF system types are outlined, and diversity factors like time of day and occupancy are discussed. Comparisons are made between VRF and conventional systems in terms of operation, comfort, cost and architecture.
This document provides information about Compu-Aire, a company that designs and manufactures precision air conditioning systems. It details that Compu-Aire has over 29 years of experience, designs systems for applications like data centers and clean rooms, and manufactures its products in the USA. It also lists Compu-Aire's product lines, specifications, controls, certifications and some of its clients.
Climate control products from Rittal provide concise summaries of key information from technical documents. The summary of the given document is:
[1] Climate control products help control temperature, humidity, dust and vibration inside enclosures to improve reliability of electrical and electronic equipment.
[2] Rittal offers a range of climate control products including air conditioners, filter fans, panel heaters and heat exchangers to maintain optimal internal enclosure temperatures.
[3] Rittal's sizing software helps select the right climate control product by calculating heat loads, temperature differences and required cooling capacity.
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.
This document provides an overview of VRV (Variable Refrigerant Volume) air conditioning systems. It defines VRV and describes its concept of varying refrigerant volume to indoor units for flexible capacity control. The document outlines the VRVIII range, which includes 14 outdoor unit models with capacities from 6.4 to 29 tons. It also describes the extensive line of indoor units that can be connected. The document discusses VRVIII features like extended piping lengths up to 1000m, high external static pressure tolerance, and low sound levels. It notes VRVIII systems' environmental benefits such as high efficiency, use of an ozone-friendly refrigerant, and compliance with RoHS directives. The document outlines individual and centralized controller options
This document discusses Variable Refrigerant Flow (VRF) air conditioning systems. It was invented by Daikin in 1982 under the name VRV, though other companies call it VRF. VRF allows one outdoor unit to serve multiple indoor units. It adjusts cooling and heating by varying the refrigerant flow and compressor speed. VRF systems use less energy and space than traditional split systems. While the upfront cost is higher, operating costs are lower. VRF systems can simultaneously heat and cool with heat recovery models. Major brands selling VRF in India include Daikin, Blue Star, Voltas, Mitsubishi, Carrier, Hitachi, LG and Samsung.
Variable refrigrant flow or volume Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine.
Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Testing and performance of an ic engine. Test
This is a presentation regarding the introduction to the heating and cooling system technology called variable refrigerant flow systems. (non-commercial)
The document describes the CoolSense system from Trane, which uses dedicated outdoor air units and sensible-cooling terminal units. It provides details on:
- The system configuration using DOAS units and sensible terminal units for zone cooling and ventilation.
- Controller sequences and operation for the terminal units for cooling, heating, and demand-controlled ventilation.
- Available configurations for the DOAS units including DX packs, chilled water AHUs, and energy recovery options.
- Sizing and dehumidification requirements to maintain indoor dew points below 55°F.
One of our most popular webinar presentations on data center cooling: 2007 Data Center Cooling Study: Comparing Conventional Raised Floors with Close Coupled Cooling Technology.
If you're looking for a solution, it's simple physics: Water is 3,500 times more effective at cooling than air. But, liquid cooling carries a large stigma particularly because of the large price tag. And, if you're like other Data Center Managers, the words of Jerry McGuire may be ringing in your head "Show me the money!"
To view the recorded webinar presentation, please visit http://www.42u.com/data-center-liquid-cooling-webinar.htm
This document provides an overview of variable refrigerant volume (VRV/VRF) systems. It discusses the history and development of VRV technology, the main components and types of VRF systems, major manufacturers and distributors, and the benefits of VRF systems compared to other HVAC options. Some key benefits highlighted include independent zone control, energy efficiency savings, flexibility of design, ease of installation, and low maintenance requirements. The document also provides tips on communicating the benefits of VRF systems to contractors and clients to help sell these systems.
Fuji tu dong hoa catalog frenic-hvac-dienhathe.orgDien Ha The
Khoa Học - Kỹ Thuật & Giải Trí: http://phongvan.org
Tài Liệu Khoa Học Kỹ Thuật: http://tailieukythuat.info
Thiết bị Điện Công Nghiệp - Điện Hạ Thế: http://dienhathe.vn
This document discusses types of HVAC systems and components. It describes two main types of air conditioning units: direct expansion (DX) units that use refrigerant to cool air directly, and chilled water (CH) units that use chilled water running through coils to cool air. It then provides details on different DX unit configurations like package units, ducted split units, and mini-split units. The document also discusses chilled water air conditioning components like air cooled and water cooled chillers. It covers other HVAC components such as air handling units, compressors, condensers, and fans.
Rainfall intensity duration frequency curve statistical analysis and modeling...bijceesjournal
Using data from 41 years in Patna’ India’ the study’s goal is to analyze the trends of how often it rains on a weekly, seasonal, and annual basis (1981−2020). First, utilizing the intensity-duration-frequency (IDF) curve and the relationship by statistically analyzing rainfall’ the historical rainfall data set for Patna’ India’ during a 41 year period (1981−2020), was evaluated for its quality. Changes in the hydrologic cycle as a result of increased greenhouse gas emissions are expected to induce variations in the intensity, length, and frequency of precipitation events. One strategy to lessen vulnerability is to quantify probable changes and adapt to them. Techniques such as log-normal, normal, and Gumbel are used (EV-I). Distributions were created with durations of 1, 2, 3, 6, and 24 h and return times of 2, 5, 10, 25, and 100 years. There were also mathematical correlations discovered between rainfall and recurrence interval.
Findings: Based on findings, the Gumbel approach produced the highest intensity values, whereas the other approaches produced values that were close to each other. The data indicates that 461.9 mm of rain fell during the monsoon season’s 301st week. However, it was found that the 29th week had the greatest average rainfall, 92.6 mm. With 952.6 mm on average, the monsoon season saw the highest rainfall. Calculations revealed that the yearly rainfall averaged 1171.1 mm. Using Weibull’s method, the study was subsequently expanded to examine rainfall distribution at different recurrence intervals of 2, 5, 10, and 25 years. Rainfall and recurrence interval mathematical correlations were also developed. Further regression analysis revealed that short wave irrigation, wind direction, wind speed, pressure, relative humidity, and temperature all had a substantial influence on rainfall.
Originality and value: The results of the rainfall IDF curves can provide useful information to policymakers in making appropriate decisions in managing and minimizing floods in the study area.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...PriyankaKilaniya
Energy efficiency has been important since the latter part of the last century. The main object of this survey is to determine the energy efficiency knowledge among consumers. Two separate districts in Bangladesh are selected to conduct the survey on households and showrooms about the energy and seller also. The survey uses the data to find some regression equations from which it is easy to predict energy efficiency knowledge. The data is analyzed and calculated based on five important criteria. The initial target was to find some factors that help predict a person's energy efficiency knowledge. From the survey, it is found that the energy efficiency awareness among the people of our country is very low. Relationships between household energy use behaviors are estimated using a unique dataset of about 40 households and 20 showrooms in Bangladesh's Chapainawabganj and Bagerhat districts. Knowledge of energy consumption and energy efficiency technology options is found to be associated with household use of energy conservation practices. Household characteristics also influence household energy use behavior. Younger household cohorts are more likely to adopt energy-efficient technologies and energy conservation practices and place primary importance on energy saving for environmental reasons. Education also influences attitudes toward energy conservation in Bangladesh. Low-education households indicate they primarily save electricity for the environment while high-education households indicate they are motivated by environmental concerns.
Generative AI Use cases applications solutions and implementation.pdfmahaffeycheryld
Generative AI solutions encompass a range of capabilities from content creation to complex problem-solving across industries. Implementing generative AI involves identifying specific business needs, developing tailored AI models using techniques like GANs and VAEs, and integrating these models into existing workflows. Data quality and continuous model refinement are crucial for effective implementation. Businesses must also consider ethical implications and ensure transparency in AI decision-making. Generative AI's implementation aims to enhance efficiency, creativity, and innovation by leveraging autonomous generation and sophisticated learning algorithms to meet diverse business challenges.
https://www.leewayhertz.com/generative-ai-use-cases-and-applications/
Software Engineering and Project Management - Introduction, Modeling Concepts...Prakhyath Rai
Introduction, Modeling Concepts and Class Modeling: What is Object orientation? What is OO development? OO Themes; Evidence for usefulness of OO development; OO modeling history. Modeling
as Design technique: Modeling, abstraction, The Three models. Class Modeling: Object and Class Concept, Link and associations concepts, Generalization and Inheritance, A sample class model, Navigation of class models, and UML diagrams
Building the Analysis Models: Requirement Analysis, Analysis Model Approaches, Data modeling Concepts, Object Oriented Analysis, Scenario-Based Modeling, Flow-Oriented Modeling, class Based Modeling, Creating a Behavioral Model.
Null Bangalore | Pentesters Approach to AWS IAMDivyanshu
#Abstract:
- Learn more about the real-world methods for auditing AWS IAM (Identity and Access Management) as a pentester. So let us proceed with a brief discussion of IAM as well as some typical misconfigurations and their potential exploits in order to reinforce the understanding of IAM security best practices.
- Gain actionable insights into AWS IAM policies and roles, using hands on approach.
#Prerequisites:
- Basic understanding of AWS services and architecture
- Familiarity with cloud security concepts
- Experience using the AWS Management Console or AWS CLI.
- For hands on lab create account on [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
# Scenario Covered:
- Basics of IAM in AWS
- Implementing IAM Policies with Least Privilege to Manage S3 Bucket
- Objective: Create an S3 bucket with least privilege IAM policy and validate access.
- Steps:
- Create S3 bucket.
- Attach least privilege policy to IAM user.
- Validate access.
- Exploiting IAM PassRole Misconfiguration
-Allows a user to pass a specific IAM role to an AWS service (ec2), typically used for service access delegation. Then exploit PassRole Misconfiguration granting unauthorized access to sensitive resources.
- Objective: Demonstrate how a PassRole misconfiguration can grant unauthorized access.
- Steps:
- Allow user to pass IAM role to EC2.
- Exploit misconfiguration for unauthorized access.
- Access sensitive resources.
- Exploiting IAM AssumeRole Misconfiguration with Overly Permissive Role
- An overly permissive IAM role configuration can lead to privilege escalation by creating a role with administrative privileges and allow a user to assume this role.
- Objective: Show how overly permissive IAM roles can lead to privilege escalation.
- Steps:
- Create role with administrative privileges.
- Allow user to assume the role.
- Perform administrative actions.
- Differentiation between PassRole vs AssumeRole
Try at [killercoda.com](https://killercoda.com/cloudsecurity-scenario/)
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
Design and optimization of ion propulsion dronebjmsejournal
Electric propulsion technology is widely used in many kinds of vehicles in recent years, and aircrafts are no exception. Technically, UAVs are electrically propelled but tend to produce a significant amount of noise and vibrations. Ion propulsion technology for drones is a potential solution to this problem. Ion propulsion technology is proven to be feasible in the earth’s atmosphere. The study presented in this article shows the design of EHD thrusters and power supply for ion propulsion drones along with performance optimization of high-voltage power supply for endurance in earth’s atmosphere.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
3. What is VRF?
• Zoning System
• Two-Pipe / Three Pipe System
• Packaged DDC Control
• Operates as a Heat Pump
• Simultaneous Cooling & Heating
• Inverter Technology / Variable Speed
Compressor
• Multiple Indoor Units – Up to 50 Indoor
Units Per System
• Connected Diversity – Up to 150%
• Variable Capacity Indoor Units
• EMS / BMS Compatibility
• High Turn Down Ratios – Below 10% In
Many Cases
Variable
Refrigerant
Flow
5. INVERTER Technology
Time
Room
Temperature
Automatically adjusts compressor speed to meet load
Sizing flexibility with variable capacity
Strives to run long periods at lower speeds.
• Reduced / eliminated cyclic losses
Improved temperature control
• No more minimum cycle timers – no temperature
overshoot.
VRF
VRF
V
R
F
SETPOINT
CONVENTIONAL
CONVENTIONAL
6. AHRI Standard 1230 – VRF HAS ARRIVED !
3.27 VRF Multi-Split System. A split system air-conditioner or heat
pump incorporating a single refrigerant circuit, with one or
more outdoor units, at least one variable speed compressor or
an alternative compressor combination for varying the capacity
of the system by three or more steps, multiple indoor fan coil
units, each of which is individually metered and individually
controlled by a proprietary control device and common
communications network. The system shall be capable of
operating either as an air conditioner or a heat pump. Variable
refrigerant flow implies three or more steps of control on
common, inter-connecting piping.
7. The Evolution VRF
Example (Mitsubishi City Multi):
Japan 20+ Years, Tried and Proven!
Europe 15+ Years, depending on the country
Latin America 10+ Years, from Mitsubishi US
Bermuda 10+ Years
USA since 2002!
15. Target Commercial Applications
Buildings where
zoning is required
Applications where sound is important
Historic
Renovations
Multi-Story Office Buildings
Hotels
Banks
Universities
Churches
18. VRF Excels at Heat Recovery Applications !
Typical Winter Loads
Heat
CHILLER,
COOLING
TOWER,
PUMPS
Heat BOILER
PUMPS
$
$
Why Spend
Money On
Both?
H
e
a
t
20. Diversity - Heating
Minimal Diversity Available !
Ambient Modification Charts
• Available capacity decreases
• Both outdoor and indoor units de-rated
• Defrost Operation
Evaluation of De-ratings Important!
• Use tools available from VRF manufacturer to
accurately access de-ratings.
Auxiliary Heating Changeover Point
• Try and maximize heat pump hours – depends on
climate.
Columbus Ohio:
90% of heating hours above 25 Deg F based on
Hourly Average Weather Data.
Evaluation of De-ratings Important !
• Use tools available from VRF manufacturer to
accurately access de-ratings.
21. Typical Range Of Available VRF Systems
Air Cooled
6 – 24 Ton (Simultaneous)
6 – 30 Ton (Change Over)
208/230, 460 Volt – 3 Phase
62 dB(A) Operating Sound Level
Water Cooled
6 – 20 Ton (Simultaneous)
6 – 30 Ton (Change Over)
208/230, 460 Volt – 3 Phase
Single Phase
3, 4 Ton (Change Over)
208/230, 1 - Phase
22. Partial Backup capability with multiple / twinned units.
The remaining one or two units will perform backup operation
Twinned Units Typically Required above 12 Tons
Partial Back-up Operation
23. Typical Outdoor Temperature Operating Range
Cooling – Can be extended with low ambient options (as low as -10 F)
-20
-4
-15
5
-10
14
-5
23
0
32
5
41
10
50
15
59
20
68
25
77
30
86
35
95
40
104
45
113
50
122
o
CDB
o
FDB
Heating
-24
-13
-13
-10
-20
-4
-15
5
-10
14
-5
23
0
32
5
41
10
50
15
59
20
68
25
77
30
86
35
95
40
104
o
CWB
o
FWB
Outdoor Temperature
Outdoor Temperature
115 F
23 F Single Phase – Air Cooled
23 F Simultaneous Changeover – Air Cooled 115 F
23 F 115 F
Extended Heat Capacity – Air Cooled
Single Phase – Air Cooled
0 F 60 F
Simultaneous Changeover – Air Cooled
-4 F 60 F
Extended Heat Capacity – Air Cooled 60 F
-13 F
NOT your typical Heat Pump Technology !
24. Extended Range Heat Pump Technology
70
o
F
entering
air temp
Not Your Typical Heat Pump !
0
20
40
60
80
100
120
-13 -4 5 17 25 30 35 40 47
Outdoor Temperature
o
FWB
%
Heating
Capacity
Extended Rang VRF Standard VRF
100%
87%
75%
50%
25. Water-source VRF Units - Changeover Systems
Heat Recovery In Water Loop Only
Heat Recovery In Water Loop Only
Water Circuit
System
System “
“A
A”
” in
in
COOLING Mode
COOLING Mode
(refrigerant
(refrigerant
absorbing heat)
absorbing heat)
Heat is
recovered
between the
units within
the water
loop
System
System “
“B
B”
” in
in
HEATING Mode
HEATING Mode
(refrigerant
(refrigerant
discharging heat)
discharging heat)
PQHY
Unit “A”
PQHY
Unit “B”
Cooling
Cooling
Cooling
Cooling
Heating
Heating
Heating
Heating
26. Water-source VRF Units – Simultaneous Systems
Heat Recovery In Two Locations
Indoor units
Indoor units
Water circuit
Indoor units
Indoor units
Heat recovery
Heat recovery
Cooling
Cooling
Cooling
Cooling
Heating
Heating
Heating
Heating
PQRY
PQRY
Heat is
recovered
between the
units within
the water
loop
27. Directly Coupled to a
Lake or Pond
Open Loop
NO
NO
Directly Coupled to
Ground water
Open Loop
Water-source VRF Units
Installations not allowed! NO
28. Heat Exchanger
Isolation
Coupled to a Lake or Pond
Closed Loop
HX
YES
Heat Exchanger
Isolation
Coupled to Ground Water
Closed Loop
HX
YES
Water-source VRF Units
Installations allowed YES
29. Closed Piping
Loop
Coupled to Earth
Vertical Closed Loop
YES
Closed Piping Loop
Coupled to Earth
Horizontal Closed Loop
YES
Water-source VRF Units
Installations allowed YES
31. Indoor Unit Flexibility
Multiple styles ranging from 6,000 to 96,000 Btu/h
Typically single phase below 6 Nominal Tons
Linear Expansion Valve
Variable Capacity Operation
Mode: Fan,
Fan, Cool,
Cool, Dry,
Dry, Auto
Auto, Heat
Heat
Built in or accessory condensate removal options from factory.
Typical Ventilation Air options – most models
Average operating sound levels around 35 dB(A) +/-
32. Wall Mounted
6 - 30 MBtu/h
Ceiling Suspended
15 - 36 MBtu/h
Floor Standing
6 – 24 MBtu/h
Product Review CITY MULTI VRF
Indoor Unit Flexibility
33. 4 – Way Large Cassette
12 - 36 MBtu/h
4 - Way Small Cassette
8 – 15 Mbtu/h
One Way Cassette
6 – 15 Mbtu/h
Product Review CITY MULTI VRF
Indoor Unit Flexibility
34. Enhanced air distribution by
independent vane settings
Independent Vane Control
Vanes can be independently adjusted
by a remote controller
Fixed
Horizontal
Air Vanes – 4 Way Cassettes
35. Medium Static
6 – 54 Mbth/h
High Static
15 – 96 Mbtu/h
Low Profile
15 – 24 Mbtu/h
Vertical Ducted
12 – 54 Mbtu/h
Product Review CITY MULTI VRF
Indoor Unit Flexibility – Ducted Units
38. Refrigerant Piping Flexibility – 2 Pipe Example
393 ft.
984 ft.-
1640 ft.
3,280 ft.
1,804 ft.-2,460 ft.
1,804 ft.-2,625 ft.
Total Piping Length
PIPING LENGTH`
Simultaneous
Air Cooled
2-Pipe
Simultaneous
Water Cooled
2-Pipe
Changeover
Air Cooled
2-Pipe
Changeover
Water Cooled
2-Pipe
Single
Phase Air
Cooled
Farthest Indoor unit 541 ft. 541 ft. 541 ft. 541 ft. 262 ft.
PIPING HEIGHT
Simultaneous Air
Water Cooled
2-Pipe
Changeover Air
Water Cooled
2-Pipe
Single
Phase Air
cooled
Outdoor Unit HIGHER than Indoor Unit 164 ft.* 98 ft.
Outdoor Unit LOWER than Indoor Unit 131 ft. 65 ft.
Indoor Unit to Any BC Controller 49 ft. n/a n/a
39. Two Pipe Example
• Soft Copper BC to IU
• Reducers possible at BC
• Soft Copper BC to IU
• Reducers possible at BC
12 indoor-unit system – Heat Recovery
12 indoor-unit system – Heat Recovery
40. Three Pipe Example
• Hard copper from OU to
BS
• Reducer fittings
• Hard copper from OU to
BS
• Reducer fittings
12 indoor-unit system – Heat Recovery
12 indoor-unit system – Heat Recovery
41. Refrigerant Leakage Concentration Levels
What is RCL?
Refrigerant Concentration Limit (RCL): “the refrigerant
concentration limit, in air, determined in accordance with this
standard and intended to reduce the risks of acute toxicity
asphyxiation and flammability hazards in normally occupied,
enclosed spaces”
RCL typically expressed as lbs/1000 ft3
42. Determination of RCL
Referenced Codes/Standards
International Mechanical Code
• Previously set RCL for R-410A at 10 lbs/MCF
• 2009 Revisions raises RCL to 25 lbs/MCF
ISO-5149
• ISO-5149 sets R-410A RCL as 18.7 lbs/MCF
ASHRAE 15-2007
• ASHRAE 15-2007 establishes the R-410A RCL as 25lbs/MCF
through reference to ASHRAE 34.
43. Critical Concentration Calculation
RCL (R410A) = 25 lb./Mcf
Refrigerant Charge (Rc) of a P72 = 23 lbs 3 oz = 23.1875 lbs
MAV = Minimum Applied Volume (cubic feet)
MAV = Rc/RCL
MAV = (23.1875 lbs)/(25 lbs/1000 cu ft)
MAV = 927.5 cu ft
44. Appropriate Solutions
Option 1-Locate Equipment within larger space
•Ducted communicating spaces w/ no closure devices that restrict
airflow below 10% of peak airflow.
Option 2-Do not use equipment with refrigerant
Option 3-Increase room volume through the use of openings
•Door Undercuts, transfer ducts or grilles.
Option 1
Option 2
Option 3
45. • Inverter-driven
compressors /
part load
performance !
• Variable
capacity indoor
units !
• Extended Heat
Pump (Air to Air)
Capability !
• Simultaneous
cooling and
heating !
The Efficiencies from “VRF System Effect”
46. Summary of Refrigerant Management
Refrigerant Concentration Limit is a tool to protect
the public
Informed and educated engineers can incorporate
necessary measures to meet the RCL.
R410A is of lowest toxicity and is NOT combustible.
48. AHRI 1230 IEER
AHRI Standard 1230 created a testing standard for VRF equipment above 65,000
Btu/h (below 65,000 Btu/h continues to be rated in accordance with AHRI Standard
210/240-2008)
On January 1st, 2010, IEER superseded IPLV as the testing standard for VRF
equipment above 65,000 Btu/h
Unlike testing VRF for IPLV (according to AHRI Standard 210/240), testing for IEER
involves actual testing at part load conditions and assigning weighted values to each
test point
Testing VRF for IEER involves testing at four fixed conditions: 100%, 75%,
50%, 25% load. The equipment is still not allowed to vary compressor speed
and indoor unit capacity to meet a varying load as it was designed to do
Simultaneous Heating and Cooling Efficiency (Not Yet Tested)
SCHE = (Heating Capacity (Btu/h) + Cooling Capacity (Btu/h)) / Total System Power
Input (Watts)
53. Sample Building in Part Load: OA Temp 50oF
Simultaneous Load:
Cooling: 27000 BTU
Heating: 21000 BTU
3000 BTU
6000 BTU
3000 BTU
3000 BTU
3000 BTU
Elect
Janitor
Break Room
Lobby/
Waiting Room
Conference
Room
Office #1 Office #2
Cubicle Area
Open Work
Room
6000 BTU
12000 BTU
6000 BTU
3000 BTU
3000 BTU
Women
Men
PURY-P72
What Makes Energy Pro Different
54. What Makes Energy Pro Different
Cooling Power Input PURY-P72
0.00
1.00
2.00
3.00
4.00
5.00
6.00
7.00
0 12000 24000 36000 48000 60000 72000 84000
System Load BTUH
Power
Input
KW
72,000 BTUH
6.48 KW
27,000 BTUH
2.38 KW
55. What Makes Energy Pro Different
Outdoor Temperature Power Input Correction
(For a 68 Indoor WB Temperature)
1.5000
1.6000
1.7000
1.8000
1.9000
2.0000
2.1000
2.2000
2.3000
2.4000
0 10 20 30 40 50 60 70 80 90 100
OA Temperature FDB
Powe
r
Input
K
W
2.38 KW at 95oF
1.87 KW at 50oF
56. What does this mean
Getting 27,000 BTUH of cooling and 21,000 BTUH of
heating, while providing only 1.87 KW to the outdoor
unit.
This savings cannot be realized without the ability to
model simultaneous heating and cooling.
For this scenario,
Calculated Efficiency of 25.7 EER
57. School Energy Modeling Results
School--Percentage Energy Cost Savings V/S Comparable Systems
0% 4% 7% 11% 14% 18% 21% 25% 28% 32%
Atlanta
Miami
Boston
NYC
Chicago
Dallas
LA
Seattle
Location
Energy Savings
CM v/s VAV
CM v/s 4 Pipe
CM v/s WSHP
58. Office Building Energy Modeling Results
Percentage Energy Savings V/S Comparable Systems
0% 4% 7% 11% 14% 18% 21% 25%
Atlanta
Miami
Boston
NYC
Chicago
Dallas
LA
Seattle
Location
Energy Savings
CM v/s 4 Pipe
CM v/s VAV
CM v/s WSHP
59. Questions Answers
Thank You For Having Us
Today!
We Are Here To Help Make Your VRF
Projects Successful !