This document describes the manufacturing of a 360 degree rotation air cooler. It aims to develop an energy efficient and environmentally friendly direct evaporative air conditioning system with low operating costs suitable for hot, dry regions. The system uses a 360 degree design with four directional cooling pads that allow for maximum cooling efficiency over a large area in a short time period. It can be used for both domestic and industrial applications. Evaporative cooling involves passing hot, dry air through a wet filter pad which causes water to evaporate, removing heat from the air and lowering the temperature. This design aims to improve upon conventional evaporative cooling systems.
Dalton's Law of Partial Pressures states that the total pressure of a gas mixture is equal to the sum of the partial pressures of the individual gases in the mixture. The partial pressure of a gas is the pressure that gas would exert if it alone occupied the total volume. For example, in a mixture of O2, N2, and CO2 gases with pressures of 37 kPa, 41 kPa and 57 kPa respectively, the total pressure is equal to the sum of the partial pressures, which is 37 + 41 + 57 = 135 kPa. This law can be used to calculate the pressure of a gas collected by water displacement, where the total pressure equals the pressure of the collected gas plus the vapor pressure of
3 conduction, convection and radiationMissingWaldo
This document discusses three methods of heat transfer: conduction, convection, and radiation.
Conduction involves the transfer of kinetic energy through direct contact between particles. Metals are good conductors because their free electrons can easily gain and transfer energy. Convection involves the transfer of heat by the circulation of fluids (liquids or gases). Hot fluids rise and cold fluids sink, creating convection currents. Radiation involves the emission and absorption of electromagnetic waves, including infrared radiation, and does not require a medium for transfer. According to Wein's law, the peak wavelength of radiation emitted by a black body is inversely proportional to its temperature.
The document discusses the zeroth law of thermodynamics. It states that if two systems are in thermal equilibrium with a third system, they are also in thermal equilibrium with each other. For example, two thermometers measuring the same body should give equivalent temperature readings. The document was submitted by Gyanrao Dhote and Shivani Chouhan for their class on the zeroth law of thermodynamics.
The document discusses the water cycle and the different states of water. It explains that water can exist as a solid, liquid, or gas and the processes by which it transitions between these states through melting, freezing, boiling, evaporation, and condensation. Temperature plays a key role in determining the state of water and the speed at which these processes occur. The water cycle replenishes the Earth's water supply as the sun drives evaporation and transpiration, which leads to condensation and precipitation.
1. Heat transfer occurs through conduction, convection and radiation.
2. A vacuum flask reduces heat loss through conduction, convection and evaporation by having a vacuum between its double walls of glass.
3. It also minimizes radiative heat loss by having one of the glass walls silvered to reflect radiant heat back into the liquid inside the flask.
The document discusses different types of energy including light, heat, kinetic, potential, electrical, and sound energy. It explains that the sun is the main source of energy for living things and provides heat and light. It also describes how energy can be converted from one form to another through various processes like chemical and kinetic energy conversions.
This document summarizes Abdullah Al Mahfuj's profile and presentation on heat transfer. It introduces Abdullah, a Textile Engineering student at Green University of Bangladesh. It then discusses the three methods of heat transfer: conduction, which occurs through direct contact; convection, which occurs in fluids; and radiation, which can occur through a vacuum using electromagnetic waves. Specific examples are provided to illustrate each type of heat transfer.
Thermal energy is transferred from hot objects to cold objects in three ways: conduction, convection, and radiation. Conduction involves the transfer of thermal energy through direct contact of particles in solids. Convection involves the transfer of thermal energy by the circulation of fluids like gases and liquids. Radiation involves the transfer of thermal energy by electromagnetic waves and does not require a medium. Buildings use various insulation methods to reduce thermal energy transfer, like double-walled construction, air gaps, and reflective surfaces to reduce conduction, convection, and radiation.
Dalton's Law of Partial Pressures states that the total pressure of a gas mixture is equal to the sum of the partial pressures of the individual gases in the mixture. The partial pressure of a gas is the pressure that gas would exert if it alone occupied the total volume. For example, in a mixture of O2, N2, and CO2 gases with pressures of 37 kPa, 41 kPa and 57 kPa respectively, the total pressure is equal to the sum of the partial pressures, which is 37 + 41 + 57 = 135 kPa. This law can be used to calculate the pressure of a gas collected by water displacement, where the total pressure equals the pressure of the collected gas plus the vapor pressure of
3 conduction, convection and radiationMissingWaldo
This document discusses three methods of heat transfer: conduction, convection, and radiation.
Conduction involves the transfer of kinetic energy through direct contact between particles. Metals are good conductors because their free electrons can easily gain and transfer energy. Convection involves the transfer of heat by the circulation of fluids (liquids or gases). Hot fluids rise and cold fluids sink, creating convection currents. Radiation involves the emission and absorption of electromagnetic waves, including infrared radiation, and does not require a medium for transfer. According to Wein's law, the peak wavelength of radiation emitted by a black body is inversely proportional to its temperature.
The document discusses the zeroth law of thermodynamics. It states that if two systems are in thermal equilibrium with a third system, they are also in thermal equilibrium with each other. For example, two thermometers measuring the same body should give equivalent temperature readings. The document was submitted by Gyanrao Dhote and Shivani Chouhan for their class on the zeroth law of thermodynamics.
The document discusses the water cycle and the different states of water. It explains that water can exist as a solid, liquid, or gas and the processes by which it transitions between these states through melting, freezing, boiling, evaporation, and condensation. Temperature plays a key role in determining the state of water and the speed at which these processes occur. The water cycle replenishes the Earth's water supply as the sun drives evaporation and transpiration, which leads to condensation and precipitation.
1. Heat transfer occurs through conduction, convection and radiation.
2. A vacuum flask reduces heat loss through conduction, convection and evaporation by having a vacuum between its double walls of glass.
3. It also minimizes radiative heat loss by having one of the glass walls silvered to reflect radiant heat back into the liquid inside the flask.
The document discusses different types of energy including light, heat, kinetic, potential, electrical, and sound energy. It explains that the sun is the main source of energy for living things and provides heat and light. It also describes how energy can be converted from one form to another through various processes like chemical and kinetic energy conversions.
This document summarizes Abdullah Al Mahfuj's profile and presentation on heat transfer. It introduces Abdullah, a Textile Engineering student at Green University of Bangladesh. It then discusses the three methods of heat transfer: conduction, which occurs through direct contact; convection, which occurs in fluids; and radiation, which can occur through a vacuum using electromagnetic waves. Specific examples are provided to illustrate each type of heat transfer.
Thermal energy is transferred from hot objects to cold objects in three ways: conduction, convection, and radiation. Conduction involves the transfer of thermal energy through direct contact of particles in solids. Convection involves the transfer of thermal energy by the circulation of fluids like gases and liquids. Radiation involves the transfer of thermal energy by electromagnetic waves and does not require a medium. Buildings use various insulation methods to reduce thermal energy transfer, like double-walled construction, air gaps, and reflective surfaces to reduce conduction, convection, and radiation.
Design and Fabrication of 360 Motion Air Flow CoolerIRJET Journal
This document describes the design and fabrication of a 360 motion air flow cooler. The cooler aims to cool air in all 360 directions around it, allowing people to sit anywhere in comfort. It uses an evaporative cooling process where water is evaporated to absorb heat from incoming air. The designed cooler consists of an exhaust fan, pump, water tank, motor and baffles to distribute air in all directions. Testing showed the cooler can reduce air temperature by 3 degrees Celsius within 60 minutes in a 200 square foot room. Benefits include low cost, low energy use, easy operation and maintenance compared to air conditioners. The 360 design allows flexibility in seating placement.
IRJET- Thermal Investigation of Solid Desiccant Wheel based Dehumidificat...IRJET Journal
The document discusses a thermal investigation of a solid desiccant wheel used for dehumidification in air conditioning systems. It first provides background on solid desiccant dehumidification and desiccant wheel operation. It then details the experimental setup which used a honeycomb desiccant wheel coated with silica gel. Temperatures and humidity were measured at the wheel inlet and outlet for different rotor speeds (10 and 20 rpm) and air velocities (1.5-3.5 m/s). The optimum speed was determined based on providing the best dehumidification performance for air conditioning. Experimental results found that higher rotor speeds and lower air velocities yielded higher outlet temperatures, with temperatures ranging from 40-46.
Modification of Generator In Electrolux RefrigeratorIRJET Journal
This document describes modifications made to the generator-heat exchanger in a conventional vapor absorption refrigeration system. Specifically, the generator is replaced by a solar collector to provide heat input through heated water. Mathematical modeling is conducted to determine operating pressures, mass flow rates, heat inputs and outputs, and the coefficient of performance for both the refrigeration unit and the overall solar-powered system. The results show that a 9 square meter solar collector area is sufficient to power a 0.38 ton refrigeration capacity unit, with coefficients of performance of 0.696 for the refrigeration unit and 0.592 for the full solar system. Therefore, the document concludes that a solar-powered vapor absorption refrigeration system is a feasible alternative where cooling is
OSI Steel Pvt Ltd (OSI) was incorporated as a private limited company for steel trading. The company then entered into a 50:50 Joint venture with a Japanese Steel Trading House, for promoting Japanese Steel Mills to the Indian customers. In the year 2011 OSI was fortunate to become the direct Trading house for Hyundai Steel, Korea.
The extensive range of Flygt wastewater pumps ensures flexible
configurations to match any pumping requirements. This comprehensive
selection of pump options will provide optimal performance and power,
while reducing operating costs and simplifying maintenance.
Kings Enviro Tech is a renowned manufacturer and supplier of pollution control equipment in India established in 1998. They offer customized equipment that is efficiently and effectively designed to meet clients' specifications. Their products are widely used across industries and are handled by a skilled team to ensure projects are completed on time. Kings focuses on innovation through research and development to adapt to changing market needs. They provide low cost evaporators, effluent treatment plants, biogas plants, and more to treat industrial wastewater for various applications.
Performance and evaluation of desiccant based air conditioning system.IJERA Editor
This Project work presents study and experimental analysis of Desiccant based air conditioning system.The main purpose of this project is to increase the efficency of air conditioning system.In the convenstional air conditioning system cooling coli has two load latent load and sensible load. Cooling has to cool the air and simultaneously to dehumidify it.It increases load on cooling coil and affects performance to the system. To increase the efficiency the air conditioning system desiccant materials are used at the inlet of the air conditioning test rig. Desiccant materials attract moisture based on differences in vapor pressure. Due to their enormous affinity to absorb water and considerable ability to hold water. Due to use of desiccant material load on the cooling coil reduces since moisture is absorbed by desiccant; cooling coil has to take only sensible load. Analysis is done using different desiccant materials and based on the observation, power consumption before and after desiccant is calculated. From this conclusion is made that desiccant material improves the efficiency of air conditioning test rig
Air Cooled condensers were first introduced in US
power industry in early 1970’s, but only during last 10-15
years number of installations greatly increased largely due to
growing attention being paid to environmental safety. Also,
growing demand for water for both domestic and industrial
use has brought an increased interest in use of Air Cooled
condensers. This is a review paper which studies the
performance of Air-cooled condenser under various operating
conditions it is found that there is degradation in performance
of air cooled condenser under high ambient temperatures and
windy conditions. The heat rejection rate of ACC also depends
on surface condition of fins and thus its performance is
reduced due to external fouling of finned tubes due to weather
conditions and by internal fouling from condensate (Ammonia
corrosion). A Hybrid (dry/wet) dephlegmator achieves major
enhancement in performance when ambient temperatures are
high. Also shading of condensers is done for air-conditioning
units to mitigate the adverse effect of high ambient
temperatures due to solar radiation. Now a day’s wind walls
are used to reduce the effect of high wind velocity .second
option is to increase the fan speed Fin cleaning plays an
important role in heat rejection. External cleaning improves
air side heat transfer coefficient. In order to improve the
performance of an ACC Flat tubes inclined at some angle to
horizontal can also be used in place of conventional circular
horizontal tubes so that an improvement in heat transfer rate
occurs.
ADITYA rotary evaporators form the ideal basis for efficient evaporation in your laboratory. They are suitable for standard distillation, complex distilling processes as well as automatic distillation. Aspects such as safety, convenience and cost savings have been considerably taken into account during the development of the evaporators. This is reflected in various unique product advantages. Among others, all evaporators are equipped with a separate ON/OFF switch for the heating function. It is also provided with an easy lift, a simple touch operation to lift the flask. With the rotary evaporators, you can as well compose your individual modular concept, consisting of rotary evaporator, vacuum controller, vacuum pump and
chiller. Distil your solvents reliably with the Aditya evaporator. Aditya offers an intelligent solution to process your solvent evaporation easy and safely. Our vacuum distillation system makes evaporating easy for you and allows you to concentrate on your research.
This document provides information about Climate Wizard, an air conditioning system that uses indirect evaporative cooling to provide cooling with greatly reduced energy consumption compared to traditional refrigerant-based systems. It then describes several example applications of Climate Wizard in both commercial and residential buildings, where it was used for stand-alone cooling, pre-cooling of outside air, and supplementary cooling to reduce loads on existing refrigerant cooling systems. Benefits highlighted include improved air quality, steady electrical demand, flexibility of design, lower installation costs, and reductions in energy use and operating costs.
ADITYA rotary evaporators form the ideal basis for efficient evaporation in your laboratory. They are suitable for standard distillation, complex distilling processes as well as automatic distillation. Aspects such as safety, convenience and cost savings have been considerably taken into account during the development of the evaporators. This is reflected in various unique product advantages. Among others, all evaporators are equipped with a separate ON/OFF switch for the heating function. It is also provided with an easy lift, a simple touch operation to lift the flask. With the rotary evaporators, you can as well compose your individual modular concept, consisting of rotary evaporator, vacuum controller, vacuum pump and chiller. Distil your solvents reliably with the Aditya evaporator. Aditya offers an intelligent solution to process your solvent evaporation easy and safely. Our vacuum distillation system makes evaporating easy for you and allows you to concentrate on your research.
IRJET- A Review Paper on Air-Conditioner Works on Exhaust GasIRJET Journal
This document reviews a proposed air conditioning system for automobiles that uses an absorption refrigeration cycle powered by waste heat from the vehicle's exhaust gases, rather than the conventional vapor compression cycle driven by the engine. It begins with an introduction comparing vapor absorption and compression cycles. Then it discusses the proposed system using ammonia as the refrigerant and exhaust heat as the energy source. The remainder of the document reviews relevant literature on vapor absorption automobile air conditioning systems that also aim to make use of waste exhaust heat rather than engine power. It discusses several studies that analyzed systems using lithium bromide-water and ammonia-water working pairs to power absorption refrigeration cycles for automotive air conditioning.
Multipurpose Device Using Single Vapor Compression Refrigeration CycleIRJET Journal
This document describes a device that combines the functions of an air conditioner, water cooler, and refrigerator into a single unit using a single vapor compression refrigeration cycle. The device uses a refrigerator body to house the components, which include a compressor, condenser, expansion valve, and evaporator. Cool air is circulated using fans and water is cooled via a tube carrying water through the evaporator. The device aims to provide multiple cooling functions while reducing space and energy consumption compared to separate units. Performance tests found a coefficient of performance of 4.12, indicating the device efficiently provides integrated refrigeration, cooling, and water chilling.
IRJET- Fabrication and Performance Analysis of Refrigeration Type Desert ...IRJET Journal
This document describes the fabrication and performance analysis of a refrigeration type desert cooler. It discusses the various components of the cooler, including the fan, compressor, PVC pipes, pump, evaporative pads, copper coil, capillary tube, and condenser. The cooler works by using a refrigeration system to cool water in a reservoir, which is then pumped through evaporative cooling pads to further lower the temperature of air passing through the pads. This allows the desert cooler to provide cooler air than a conventional cooler and can be an alternative to air conditioners in dry climates.
Indoor swimming pool environmental control system-BLUEWAYRoger Luo
Blueway Indoor Swimming Pool Environment Control Systems provide effective control of damaging moisture common within indoor pool facilities. They maintain a delicate balance of humidity control and manage air and water temperatures for maximum comfort at the lowest cost. This series uses heat pump technology to dehumidify the space and recycle the waste energy to heat both the air and pool water.
They are available in many sizes and a variety of configurations for large indoor pools found in hotels, schools, sanatoriums, aquatic centers and water parks.
This document provides information about reduced oxygen (R-O2) drying technology for curing and drying ceramics, refractories, and other advanced ceramic products. It discusses the history and capabilities of the technology provider, CDS Inc. R-O2 drying uses superheated steam to replace air in the drying process, allowing for faster drying times, lower energy usage, and safer drying without the risks of combustion. The document outlines the R-O2 drying process and cycle, advantages over conventional drying methods, suitable materials that can be dried using the technology, and independent verification of its energy savings and benefits.
Design of Disc Brake for Honda CB Unicorn 150ccIRJET Journal
This document summarizes research on a dehumidification process using a desiccant wheel for air conditioning. It introduces a new air conditioning system that uses a desiccant wheel to dehumidify air before it passes through a heat exchanger to be cooled. The system aims to provide efficient, environmentally friendly and low-cost cooling. It consists of two chambers - a hot chamber for regenerating the desiccant wheel and a cold chamber for dehumidifying and cooling incoming air. As the desiccant wheel rotates between the chambers, it continuously dehumidifies incoming air and releases moisture during regeneration. The optimum rotation speed of the desiccant wheel was found to be 10-20 revolutions
Dehumidification process by desiccant wheel in Air conditioningIRJET Journal
This document summarizes research on a dehumidification process using a desiccant wheel in an air conditioning system. It introduces a new air conditioning system that uses a desiccant wheel for dehumidification. The system has two chambers - a hot chamber for regeneration of the desiccant and a cold chamber for cooling and dehumidified air. Air is passed through the desiccant wheel to remove moisture before being cooled in a heat exchanger. The desiccant wheel continuously rotates, alternating between the hot and cold chambers to allow for continuous dehumidification and regeneration. Experimental results found an optimum wheel speed of 10-20 revolutions per hour. The system aims to provide efficient, environmentally
The desiccant enhanced evaporative air conditioning (DEVAP) system combines desiccant dehumidification and indirect evaporative cooling technologies to significantly reduce cooling energy usage. It uses a liquid desiccant to remove humidity from incoming air and then uses evaporative cooling to produce dry, cool air for buildings. Unlike conventional air conditioning, the DEVAP system requires little electricity and can be powered by low-grade waste heat, making it more sustainable and efficient. It has the potential to reduce cooling energy usage by up to 81% compared to conventional air conditioning.
IRJET- Comfort Cooling Application using Fixed Focus Solar Parabolic Dish...IRJET Journal
1. The document discusses using solar thermal energy from a Scheffler dish concentrator to power a double effect vapor absorption machine (VAM) for comfort cooling applications.
2. A case study integrated a 320 sqm Scheffler dish collector with a VAM, reducing annual electricity use by 120,000 kWh and carbon emissions by 113 metric tons, with a payback period of 6-7 years.
3. Solar thermal cooling using VAMs can seamlessly integrate with existing electric chillers to provide comfort cooling, reducing fossil fuel usage and electricity consumption.
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
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Design and Fabrication of 360 Motion Air Flow CoolerIRJET Journal
This document describes the design and fabrication of a 360 motion air flow cooler. The cooler aims to cool air in all 360 directions around it, allowing people to sit anywhere in comfort. It uses an evaporative cooling process where water is evaporated to absorb heat from incoming air. The designed cooler consists of an exhaust fan, pump, water tank, motor and baffles to distribute air in all directions. Testing showed the cooler can reduce air temperature by 3 degrees Celsius within 60 minutes in a 200 square foot room. Benefits include low cost, low energy use, easy operation and maintenance compared to air conditioners. The 360 design allows flexibility in seating placement.
IRJET- Thermal Investigation of Solid Desiccant Wheel based Dehumidificat...IRJET Journal
The document discusses a thermal investigation of a solid desiccant wheel used for dehumidification in air conditioning systems. It first provides background on solid desiccant dehumidification and desiccant wheel operation. It then details the experimental setup which used a honeycomb desiccant wheel coated with silica gel. Temperatures and humidity were measured at the wheel inlet and outlet for different rotor speeds (10 and 20 rpm) and air velocities (1.5-3.5 m/s). The optimum speed was determined based on providing the best dehumidification performance for air conditioning. Experimental results found that higher rotor speeds and lower air velocities yielded higher outlet temperatures, with temperatures ranging from 40-46.
Modification of Generator In Electrolux RefrigeratorIRJET Journal
This document describes modifications made to the generator-heat exchanger in a conventional vapor absorption refrigeration system. Specifically, the generator is replaced by a solar collector to provide heat input through heated water. Mathematical modeling is conducted to determine operating pressures, mass flow rates, heat inputs and outputs, and the coefficient of performance for both the refrigeration unit and the overall solar-powered system. The results show that a 9 square meter solar collector area is sufficient to power a 0.38 ton refrigeration capacity unit, with coefficients of performance of 0.696 for the refrigeration unit and 0.592 for the full solar system. Therefore, the document concludes that a solar-powered vapor absorption refrigeration system is a feasible alternative where cooling is
OSI Steel Pvt Ltd (OSI) was incorporated as a private limited company for steel trading. The company then entered into a 50:50 Joint venture with a Japanese Steel Trading House, for promoting Japanese Steel Mills to the Indian customers. In the year 2011 OSI was fortunate to become the direct Trading house for Hyundai Steel, Korea.
The extensive range of Flygt wastewater pumps ensures flexible
configurations to match any pumping requirements. This comprehensive
selection of pump options will provide optimal performance and power,
while reducing operating costs and simplifying maintenance.
Kings Enviro Tech is a renowned manufacturer and supplier of pollution control equipment in India established in 1998. They offer customized equipment that is efficiently and effectively designed to meet clients' specifications. Their products are widely used across industries and are handled by a skilled team to ensure projects are completed on time. Kings focuses on innovation through research and development to adapt to changing market needs. They provide low cost evaporators, effluent treatment plants, biogas plants, and more to treat industrial wastewater for various applications.
Performance and evaluation of desiccant based air conditioning system.IJERA Editor
This Project work presents study and experimental analysis of Desiccant based air conditioning system.The main purpose of this project is to increase the efficency of air conditioning system.In the convenstional air conditioning system cooling coli has two load latent load and sensible load. Cooling has to cool the air and simultaneously to dehumidify it.It increases load on cooling coil and affects performance to the system. To increase the efficiency the air conditioning system desiccant materials are used at the inlet of the air conditioning test rig. Desiccant materials attract moisture based on differences in vapor pressure. Due to their enormous affinity to absorb water and considerable ability to hold water. Due to use of desiccant material load on the cooling coil reduces since moisture is absorbed by desiccant; cooling coil has to take only sensible load. Analysis is done using different desiccant materials and based on the observation, power consumption before and after desiccant is calculated. From this conclusion is made that desiccant material improves the efficiency of air conditioning test rig
Air Cooled condensers were first introduced in US
power industry in early 1970’s, but only during last 10-15
years number of installations greatly increased largely due to
growing attention being paid to environmental safety. Also,
growing demand for water for both domestic and industrial
use has brought an increased interest in use of Air Cooled
condensers. This is a review paper which studies the
performance of Air-cooled condenser under various operating
conditions it is found that there is degradation in performance
of air cooled condenser under high ambient temperatures and
windy conditions. The heat rejection rate of ACC also depends
on surface condition of fins and thus its performance is
reduced due to external fouling of finned tubes due to weather
conditions and by internal fouling from condensate (Ammonia
corrosion). A Hybrid (dry/wet) dephlegmator achieves major
enhancement in performance when ambient temperatures are
high. Also shading of condensers is done for air-conditioning
units to mitigate the adverse effect of high ambient
temperatures due to solar radiation. Now a day’s wind walls
are used to reduce the effect of high wind velocity .second
option is to increase the fan speed Fin cleaning plays an
important role in heat rejection. External cleaning improves
air side heat transfer coefficient. In order to improve the
performance of an ACC Flat tubes inclined at some angle to
horizontal can also be used in place of conventional circular
horizontal tubes so that an improvement in heat transfer rate
occurs.
ADITYA rotary evaporators form the ideal basis for efficient evaporation in your laboratory. They are suitable for standard distillation, complex distilling processes as well as automatic distillation. Aspects such as safety, convenience and cost savings have been considerably taken into account during the development of the evaporators. This is reflected in various unique product advantages. Among others, all evaporators are equipped with a separate ON/OFF switch for the heating function. It is also provided with an easy lift, a simple touch operation to lift the flask. With the rotary evaporators, you can as well compose your individual modular concept, consisting of rotary evaporator, vacuum controller, vacuum pump and
chiller. Distil your solvents reliably with the Aditya evaporator. Aditya offers an intelligent solution to process your solvent evaporation easy and safely. Our vacuum distillation system makes evaporating easy for you and allows you to concentrate on your research.
This document provides information about Climate Wizard, an air conditioning system that uses indirect evaporative cooling to provide cooling with greatly reduced energy consumption compared to traditional refrigerant-based systems. It then describes several example applications of Climate Wizard in both commercial and residential buildings, where it was used for stand-alone cooling, pre-cooling of outside air, and supplementary cooling to reduce loads on existing refrigerant cooling systems. Benefits highlighted include improved air quality, steady electrical demand, flexibility of design, lower installation costs, and reductions in energy use and operating costs.
ADITYA rotary evaporators form the ideal basis for efficient evaporation in your laboratory. They are suitable for standard distillation, complex distilling processes as well as automatic distillation. Aspects such as safety, convenience and cost savings have been considerably taken into account during the development of the evaporators. This is reflected in various unique product advantages. Among others, all evaporators are equipped with a separate ON/OFF switch for the heating function. It is also provided with an easy lift, a simple touch operation to lift the flask. With the rotary evaporators, you can as well compose your individual modular concept, consisting of rotary evaporator, vacuum controller, vacuum pump and chiller. Distil your solvents reliably with the Aditya evaporator. Aditya offers an intelligent solution to process your solvent evaporation easy and safely. Our vacuum distillation system makes evaporating easy for you and allows you to concentrate on your research.
IRJET- A Review Paper on Air-Conditioner Works on Exhaust GasIRJET Journal
This document reviews a proposed air conditioning system for automobiles that uses an absorption refrigeration cycle powered by waste heat from the vehicle's exhaust gases, rather than the conventional vapor compression cycle driven by the engine. It begins with an introduction comparing vapor absorption and compression cycles. Then it discusses the proposed system using ammonia as the refrigerant and exhaust heat as the energy source. The remainder of the document reviews relevant literature on vapor absorption automobile air conditioning systems that also aim to make use of waste exhaust heat rather than engine power. It discusses several studies that analyzed systems using lithium bromide-water and ammonia-water working pairs to power absorption refrigeration cycles for automotive air conditioning.
Multipurpose Device Using Single Vapor Compression Refrigeration CycleIRJET Journal
This document describes a device that combines the functions of an air conditioner, water cooler, and refrigerator into a single unit using a single vapor compression refrigeration cycle. The device uses a refrigerator body to house the components, which include a compressor, condenser, expansion valve, and evaporator. Cool air is circulated using fans and water is cooled via a tube carrying water through the evaporator. The device aims to provide multiple cooling functions while reducing space and energy consumption compared to separate units. Performance tests found a coefficient of performance of 4.12, indicating the device efficiently provides integrated refrigeration, cooling, and water chilling.
IRJET- Fabrication and Performance Analysis of Refrigeration Type Desert ...IRJET Journal
This document describes the fabrication and performance analysis of a refrigeration type desert cooler. It discusses the various components of the cooler, including the fan, compressor, PVC pipes, pump, evaporative pads, copper coil, capillary tube, and condenser. The cooler works by using a refrigeration system to cool water in a reservoir, which is then pumped through evaporative cooling pads to further lower the temperature of air passing through the pads. This allows the desert cooler to provide cooler air than a conventional cooler and can be an alternative to air conditioners in dry climates.
Indoor swimming pool environmental control system-BLUEWAYRoger Luo
Blueway Indoor Swimming Pool Environment Control Systems provide effective control of damaging moisture common within indoor pool facilities. They maintain a delicate balance of humidity control and manage air and water temperatures for maximum comfort at the lowest cost. This series uses heat pump technology to dehumidify the space and recycle the waste energy to heat both the air and pool water.
They are available in many sizes and a variety of configurations for large indoor pools found in hotels, schools, sanatoriums, aquatic centers and water parks.
This document provides information about reduced oxygen (R-O2) drying technology for curing and drying ceramics, refractories, and other advanced ceramic products. It discusses the history and capabilities of the technology provider, CDS Inc. R-O2 drying uses superheated steam to replace air in the drying process, allowing for faster drying times, lower energy usage, and safer drying without the risks of combustion. The document outlines the R-O2 drying process and cycle, advantages over conventional drying methods, suitable materials that can be dried using the technology, and independent verification of its energy savings and benefits.
Design of Disc Brake for Honda CB Unicorn 150ccIRJET Journal
This document summarizes research on a dehumidification process using a desiccant wheel for air conditioning. It introduces a new air conditioning system that uses a desiccant wheel to dehumidify air before it passes through a heat exchanger to be cooled. The system aims to provide efficient, environmentally friendly and low-cost cooling. It consists of two chambers - a hot chamber for regenerating the desiccant wheel and a cold chamber for dehumidifying and cooling incoming air. As the desiccant wheel rotates between the chambers, it continuously dehumidifies incoming air and releases moisture during regeneration. The optimum rotation speed of the desiccant wheel was found to be 10-20 revolutions
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This document summarizes research on a dehumidification process using a desiccant wheel in an air conditioning system. It introduces a new air conditioning system that uses a desiccant wheel for dehumidification. The system has two chambers - a hot chamber for regeneration of the desiccant and a cold chamber for cooling and dehumidified air. Air is passed through the desiccant wheel to remove moisture before being cooled in a heat exchanger. The desiccant wheel continuously rotates, alternating between the hot and cold chambers to allow for continuous dehumidification and regeneration. Experimental results found an optimum wheel speed of 10-20 revolutions per hour. The system aims to provide efficient, environmentally
The desiccant enhanced evaporative air conditioning (DEVAP) system combines desiccant dehumidification and indirect evaporative cooling technologies to significantly reduce cooling energy usage. It uses a liquid desiccant to remove humidity from incoming air and then uses evaporative cooling to produce dry, cool air for buildings. Unlike conventional air conditioning, the DEVAP system requires little electricity and can be powered by low-grade waste heat, making it more sustainable and efficient. It has the potential to reduce cooling energy usage by up to 81% compared to conventional air conditioning.
IRJET- Comfort Cooling Application using Fixed Focus Solar Parabolic Dish...IRJET Journal
1. The document discusses using solar thermal energy from a Scheffler dish concentrator to power a double effect vapor absorption machine (VAM) for comfort cooling applications.
2. A case study integrated a 320 sqm Scheffler dish collector with a VAM, reducing annual electricity use by 120,000 kWh and carbon emissions by 113 metric tons, with a payback period of 6-7 years.
3. Solar thermal cooling using VAMs can seamlessly integrate with existing electric chillers to provide comfort cooling, reducing fossil fuel usage and electricity consumption.
Similar to IRJET- Manufacturing of 360 Degree Rotation Air Cooler (20)
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
This study compares the use of Stark Steel and TMT Steel as reinforcement materials in a two-way reinforced concrete slab. Mechanical testing is conducted to determine the tensile strength, yield strength, and other properties of each material. A two-way slab design adhering to codes and standards is executed with both materials. The performance is analyzed in terms of deflection, stability under loads, and displacement. Cost analyses accounting for material, durability, maintenance, and life cycle costs are also conducted. The findings provide insights into the economic and structural implications of each material for reinforcement selection and recommendations on the most suitable material based on the analysis.
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
This document discusses a study analyzing the effect of camber, position of camber, and angle of attack on the aerodynamic characteristics of airfoils. Sixteen modified asymmetric NACA airfoils were analyzed using computational fluid dynamics (CFD) by varying the camber, camber position, and angle of attack. The results showed the relationship between these parameters and the lift coefficient, drag coefficient, and lift to drag ratio. This provides insight into how changes in airfoil geometry impact aerodynamic performance.
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
This document reviews the progress and challenges of aluminum-based metal matrix composites (MMCs), focusing on their fabrication processes and applications. It discusses how various aluminum MMCs have been developed using reinforcements like borides, carbides, oxides, and nitrides to improve mechanical and wear properties. These composites have gained prominence for their lightweight, high-strength and corrosion resistance properties. The document also examines recent advancements in fabrication techniques for aluminum MMCs and their growing applications in industries such as aerospace and automotive. However, it notes that challenges remain around issues like improper mixing of reinforcements and reducing reinforcement agglomeration.
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
This document discusses research on using graph neural networks (GNNs) for dynamic optimization of public transportation networks in real-time. GNNs represent transit networks as graphs with nodes as stops and edges as connections. The GNN model aims to optimize networks using real-time data on vehicle locations, arrival times, and passenger loads. This helps increase mobility, decrease traffic, and improve efficiency. The system continuously trains and infers to adapt to changing transit conditions, providing decision support tools. While research has focused on performance, more work is needed on security, socio-economic impacts, contextual generalization of models, continuous learning approaches, and effective real-time visualization.
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
This document summarizes a research project that aims to compare the structural performance of conventional slab and grid slab systems in multi-story buildings using ETABS software. The study will analyze both symmetric and asymmetric building models under various loading conditions. Parameters like deflections, moments, shears, and stresses will be examined to evaluate the structural effectiveness of each slab type. The results will provide insights into the comparative behavior of conventional and grid slabs to help engineers and architects select appropriate slab systems based on building layouts and design requirements.
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
This document summarizes and reviews a research paper on the seismic response of reinforced concrete (RC) structures with plan and vertical irregularities, with and without infill walls. It discusses how infill walls can improve or reduce the seismic performance of RC buildings, depending on factors like wall layout, height distribution, connection to the frame, and relative stiffness of walls and frames. The reviewed research paper analyzes the behavior of infill walls, effects of vertical irregularities, and seismic performance of high-rise structures under linear static and dynamic analysis. It studies response characteristics like story drift, deflection and shear. The document also provides literature on similar research investigating the effects of infill walls, soft stories, plan irregularities, and different
This document provides a review of machine learning techniques used in Advanced Driver Assistance Systems (ADAS). It begins with an abstract that summarizes key applications of machine learning in ADAS, including object detection, recognition, and decision-making. The introduction discusses the integration of machine learning in ADAS and how it is transforming vehicle safety. The literature review then examines several research papers on topics like lightweight deep learning models for object detection and lane detection models using image processing. It concludes by discussing challenges and opportunities in the field, such as improving algorithm robustness and adaptability.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
The document analyzes temperature and precipitation trends in Asosa District, Benishangul Gumuz Region, Ethiopia from 1993 to 2022 based on data from the local meteorological station. The results show:
1) The average maximum and minimum annual temperatures have generally decreased over time, with maximum temperatures decreasing by a factor of -0.0341 and minimum by -0.0152.
2) Mann-Kendall tests found the decreasing temperature trends to be statistically significant for annual maximum temperatures but not for annual minimum temperatures.
3) Annual precipitation in Asosa District showed a statistically significant increasing trend.
The conclusions recommend development planners account for rising summer precipitation and declining temperatures in
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
This document discusses the design and analysis of pre-engineered building (PEB) framed structures using STAAD Pro software. It provides an overview of PEBs, including that they are designed off-site with building trusses and beams produced in a factory. STAAD Pro is identified as a key tool for modeling, analyzing, and designing PEBs to ensure their performance and safety under various load scenarios. The document outlines modeling structural parts in STAAD Pro, evaluating structural reactions, assigning loads, and following international design codes and standards. In summary, STAAD Pro is used to design and analyze PEB framed structures to ensure safety and code compliance.
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
This document provides a review of research on innovative fiber integration methods for reinforcing concrete structures. It discusses studies that have explored using carbon fiber reinforced polymer (CFRP) composites with recycled plastic aggregates to develop more sustainable strengthening techniques. It also examines using ultra-high performance fiber reinforced concrete to improve shear strength in beams. Additional topics covered include the dynamic responses of FRP-strengthened beams under static and impact loads, and the performance of preloaded CFRP-strengthened fiber reinforced concrete beams. The review highlights the potential of fiber composites to enable more sustainable and resilient construction practices.
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
This document summarizes a survey on securing patient healthcare data in cloud-based systems. It discusses using technologies like facial recognition, smart cards, and cloud computing combined with strong encryption to securely store patient data. The survey found that healthcare professionals believe digitizing patient records and storing them in a centralized cloud system would improve access during emergencies and enable more efficient care compared to paper-based systems. However, ensuring privacy and security of patient data is paramount as healthcare incorporates these digital technologies.
Review on studies and research on widening of existing concrete bridgesIRJET Journal
This document summarizes several studies that have been conducted on widening existing concrete bridges. It describes a study from China that examined load distribution factors for a bridge widened with composite steel-concrete girders. It also outlines challenges and solutions for widening a bridge in the UAE, including replacing bearings and stitching the new and existing structures. Additionally, it discusses two bridge widening projects in New Zealand that involved adding precast beams and stitching to connect structures. Finally, safety measures and challenges for strengthening a historic bridge in Switzerland under live traffic are presented.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
This paper proposes integrating Internet of Things (IoT) and blockchain technologies to help implement objectives of India's National Education Policy (NEP) in the education sector. The paper discusses how blockchain could be used for secure student data management, credential verification, and decentralized learning platforms. IoT devices could create smart classrooms, automate attendance tracking, and enable real-time monitoring. Blockchain would ensure integrity of exam processes and resource allocation, while smart contracts automate agreements. The paper argues this integration has potential to revolutionize education by making it more secure, transparent and efficient, in alignment with NEP goals. However, challenges like infrastructure needs, data privacy, and collaborative efforts are also discussed.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
This document provides a review of research on the performance of coconut fibre reinforced concrete. It summarizes several studies that tested different volume fractions and lengths of coconut fibres in concrete mixtures with varying compressive strengths. The studies found that coconut fibre improved properties like tensile strength, toughness, crack resistance, and spalling resistance compared to plain concrete. Volume fractions of 2-5% and fibre lengths of 20-50mm produced the best results. The document concludes that using a 4-5% volume fraction of coconut fibres 30-40mm in length with M30-M60 grade concrete would provide benefits based on previous research.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
The document discusses optimizing business management processes through automation using Microsoft Power Automate and artificial intelligence. It provides an overview of Power Automate's key components and features for automating workflows across various apps and services. The document then presents several scenarios applying automation solutions to common business processes like data entry, monitoring, HR, finance, customer support, and more. It estimates the potential time and cost savings from implementing automation for each scenario. Finally, the conclusion emphasizes the transformative impact of AI and automation tools on business processes and the need for ongoing optimization.
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
The document describes the seismic design of a G+5 steel building frame located in Roorkee, India according to Indian codes IS 1893-2002 and IS 800. The frame was analyzed using the equivalent static load method and response spectrum method, and its response in terms of displacements and shear forces were compared. Based on the analysis, the frame was designed as a seismic-resistant steel structure according to IS 800:2007. The software STAAD Pro was used for the analysis and design.
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
This research paper explores using plastic waste as a sustainable and cost-effective construction material. The study focuses on manufacturing pavers and bricks using recycled plastic and partially replacing concrete with plastic alternatives. Initial results found that pavers and bricks made from recycled plastic demonstrate comparable strength and durability to traditional materials while providing environmental and cost benefits. Additionally, preliminary research indicates incorporating plastic waste as a partial concrete replacement significantly reduces construction costs without compromising structural integrity. The outcomes suggest adopting plastic waste in construction can address plastic pollution while optimizing costs, promoting more sustainable building practices.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...University of Maribor
Slides from talk presenting:
Aleš Zamuda: Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapter and Networking.
Presentation at IcETRAN 2024 session:
"Inter-Society Networking Panel GRSS/MTT-S/CIS
Panel Session: Promoting Connection and Cooperation"
IEEE Slovenia GRSS
IEEE Serbia and Montenegro MTT-S
IEEE Slovenia CIS
11TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTING ENGINEERING
3-6 June 2024, Niš, Serbia
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Low power architecture of logic gates using adiabatic techniquesnooriasukmaningtyas
The growing significance of portable systems to limit power consumption in ultra-large-scale-integration chips of very high density, has recently led to rapid and inventive progresses in low-power design. The most effective technique is adiabatic logic circuit design in energy-efficient hardware. This paper presents two adiabatic approaches for the design of low power circuits, modified positive feedback adiabatic logic (modified PFAL) and the other is direct current diode based positive feedback adiabatic logic (DC-DB PFAL). Logic gates are the preliminary components in any digital circuit design. By improving the performance of basic gates, one can improvise the whole system performance. In this paper proposed circuit design of the low power architecture of OR/NOR, AND/NAND, and XOR/XNOR gates are presented using the said approaches and their results are analyzed for powerdissipation, delay, power-delay-product and rise time and compared with the other adiabatic techniques along with the conventional complementary metal oxide semiconductor (CMOS) designs reported in the literature. It has been found that the designs with DC-DB PFAL technique outperform with the percentage improvement of 65% for NOR gate and 7% for NAND gate and 34% for XNOR gate over the modified PFAL techniques at 10 MHz respectively.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
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.
We have compiled the most important slides from each speaker's presentation. This year’s compilation, available for free, captures the key insights and contributions shared during the DfMAy 2024 conference.