How automotive fiber used by many OEM as headliners, trunkliners for their cars is made from recycled PET bottles. This Factory has been build by Tony Strobbe during 2016 in Aguascalientes Mexico
Our three-bin aerated composting system uses forced air technology to produce high-quality compost with low labor. Each insulated bin holds 43 cubic feet of material. The system includes an industrial-grade blower, timer, and thermometer to regulate airflow. It is designed for facilities with 4 to 7 horses and has easily accessible, cleanable components.
The refractory material in boilers and furnaces can absorb moisture during fabrication and installation. This document outlines an 11-step procedure to dry out the refractory before startup by gradually warming the furnace from 200°F to the operating temperature over 10 hours, venting steam to remove moisture from the refractory and prevent cracking. The refractory must be dried to remove any trapped moisture that could cause damage when heat is applied.
This presentation report describes about steam boiler,classification of boiler ,boiler mounting,
boiler accessories, operation & maintenance of boiler, boiler starting & shut downing
systems, and safety operation of boiler. some common problems that occurred during
boiler operation have been also presented in the presentation report along with solutions . Finally
some recommendations are being suggested.
design and development of portable ripening chamberAjit Saruk
This document describes the design and development of a refrigerated fruit ripening chamber. It aims to minimize fruit waste that occurs due to improper ripening methods, exposure to sunlight, and loss of water from fruits. The design focuses on ripening bananas, which require temperatures of 15-18°C. The ripening chamber avoids water loss and minimizes weight loss, increasing the lifespan of bananas by 7-10 days. Key components of the design include a refrigeration system using R134a refrigerant, an evaporator coil, insulation, temperature controller, and controlled release of ethylene gas to stimulate ripening. The system is intended to allow retailers to directly source ripe bananas from farmers at a lower cost than traditional methods.
This document provides information about the sugar milling and boiling house processes. It discusses the key components and processes involved, including:
- Milling house which uses mills to extract juice from sugarcane with 95-97% efficiency. Modern mills use improved cane preparation, feeding, and three-roller designs.
- Boiling house which uses steam boilers to heat water into steam to transfer heat to processes like juice heating and pan boiling. Water tube boilers are most common and produce steam at higher pressures.
- Steam distribution which sends steam generated to various processes like juice heating (15-18%), evaporation (2-10%), and pan boiling (20-25%).
To correctly size an industrial chiller, it is important to understand the heat load of the production process. This requires knowing factors like the material and weight being cooled, as well as the required temperature difference. There are also considerations for whether an air-cooled or water-cooled chiller is suitable, and if an open or closed cooling circuit is needed. Understanding the specific application conditions helps ensure the chiller meets the necessary cooling demands efficiently.
Our three-bin aerated composting system uses forced air technology to produce high-quality compost with low labor. Each insulated bin holds 43 cubic feet of material. The system includes an industrial-grade blower, timer, and thermometer to regulate airflow. It is designed for facilities with 4 to 7 horses and has easily accessible, cleanable components.
The refractory material in boilers and furnaces can absorb moisture during fabrication and installation. This document outlines an 11-step procedure to dry out the refractory before startup by gradually warming the furnace from 200°F to the operating temperature over 10 hours, venting steam to remove moisture from the refractory and prevent cracking. The refractory must be dried to remove any trapped moisture that could cause damage when heat is applied.
This presentation report describes about steam boiler,classification of boiler ,boiler mounting,
boiler accessories, operation & maintenance of boiler, boiler starting & shut downing
systems, and safety operation of boiler. some common problems that occurred during
boiler operation have been also presented in the presentation report along with solutions . Finally
some recommendations are being suggested.
design and development of portable ripening chamberAjit Saruk
This document describes the design and development of a refrigerated fruit ripening chamber. It aims to minimize fruit waste that occurs due to improper ripening methods, exposure to sunlight, and loss of water from fruits. The design focuses on ripening bananas, which require temperatures of 15-18°C. The ripening chamber avoids water loss and minimizes weight loss, increasing the lifespan of bananas by 7-10 days. Key components of the design include a refrigeration system using R134a refrigerant, an evaporator coil, insulation, temperature controller, and controlled release of ethylene gas to stimulate ripening. The system is intended to allow retailers to directly source ripe bananas from farmers at a lower cost than traditional methods.
This document provides information about the sugar milling and boiling house processes. It discusses the key components and processes involved, including:
- Milling house which uses mills to extract juice from sugarcane with 95-97% efficiency. Modern mills use improved cane preparation, feeding, and three-roller designs.
- Boiling house which uses steam boilers to heat water into steam to transfer heat to processes like juice heating and pan boiling. Water tube boilers are most common and produce steam at higher pressures.
- Steam distribution which sends steam generated to various processes like juice heating (15-18%), evaporation (2-10%), and pan boiling (20-25%).
To correctly size an industrial chiller, it is important to understand the heat load of the production process. This requires knowing factors like the material and weight being cooled, as well as the required temperature difference. There are also considerations for whether an air-cooled or water-cooled chiller is suitable, and if an open or closed cooling circuit is needed. Understanding the specific application conditions helps ensure the chiller meets the necessary cooling demands efficiently.
The document summarizes the differences between a typical coil type boiler system and a more efficient shell type boiler system. In a coil type boiler system, there are significant losses throughout the steam and condensate loop, with only 55% of the generated steam being used for process demand. A shell type boiler system recovers more condensate, reduces losses, and lowers the process steam demand, resulting in fuel savings of 25-30% compared to a coil type boiler. The shell type boiler provides dry saturated steam, steady loads, and increased productivity across several industries.
Gree Electric Appliances is the world’s largest specialised air conditioning enterprise. With nine manufacturing plants producing over 7,000 different models, sold to over 100 countries. Gree employs over 4,500 R & D staff.
Sowbal Aerothermics is a research and manufacturing company located in Secunderabad, India that develops electrical heating systems. They have patented a ceramic honeycomb air heater and received government grants to develop prototypes. They hold several patents for products like welding rod ovens, humidifiers, and steam generators. Their prototypes have been commercialized and they enjoy monopoly in some fields. Their latest developments include long life infrared heaters, humidification units, and quick-action wood/coal igniters. They produce large ovens, room heaters, hot air blowers, and other industrial heating equipment.
The document discusses waste heat recovery from a domestic refrigerator. It describes how a waste heat recovery system was designed and retrofitted to the refrigerator in order to capture waste heat from the condenser. The waste heat is then used to keep food warm in an insulated oven attachment and to heat water. This saves significant amounts of energy by reusing heat that would otherwise be lost to the environment. The document also provides background on refrigeration systems, outlining the basic vapor compression cycle used in refrigerators and how each component functions to produce cooling.
The document discusses energy efficiency improvements in the Pali textile cluster in India. It describes how the MSME sector is an important part of the Indian economy but faces challenges in adopting energy efficiency. The Bureau of Energy Efficiency initiated a project to implement energy efficient technologies like air preheaters and economizers in boiler systems in five MSME clusters, including Pali. Air preheaters and economizers allow for waste heat recovery from flue gases which can improve boiler efficiency and reduce fuel consumption. Cost-benefit analyses are provided for installing these technologies in typical textile processing units, finding potential savings of 1% of fuel costs for every 6 degree Celsius rise in feed water temperature from an economizer.
Videocon is an Indian conglomerate that manufactures refrigerators and other appliances. The document describes Videocon's refrigerator manufacturing process, which includes pressing and forming sheet metal, painting parts, pre-assembling components, and final assembly. It explains the main parts of a refrigerator like the compressor, condenser, freezer box, and how refrigeration works by compressing and condensing a refrigerant. The production flow takes raw materials through various shops like pressing, painting, vacuum forming before final assembly and testing of the refrigerators.
Airflow Industrial Process Ovens Drum Heating Ovens - BrochureThorne & Derrick UK
Airflow is a leading manufacturer of process ovens, finishing equipment, and other products for industrial applications. They offer a wide range of products including cleanrooms, dry filter booths, waterwash booths, sprayrooms, pre-treatment plants, powder coating plants, and more. Airflow also provides installation, maintenance, spare parts, and service support. Their process ovens are used in various industries for curing coatings, drying, heat treating materials, and other thermal processing needs.
Veera Babu Gollapalli is applying for a position as a Process Operator or Panel Operator with over 8 years of experience working in ammonia plants and utilities in India and Saudi Arabia. He has a Bachelor's degree in Chemistry and is proficient in plant operations, pre-commissioning, commissioning, and maintenance activities. His responsibilities have included operating equipment across various plant sections including reforming, synthesis, refrigeration, and more. He is skilled in operating systems like compressors, turbines, heat exchangers, and other process equipment.
This document provides a summary of an individual's qualifications for an operator role. It outlines 8.5 years of experience as an operator in India and Saudi Arabia, including experience operating ammonia plants and utilities. Educational qualifications include a Bachelor's degree in chemistry. Responsibilities have included operating equipment in areas like reforming, acid gas removal, refrigeration, and distillation. Safety training and qualifications are also mentioned. The individual is seeking an operator role utilizing their experience.
This report summarizes a study of the steam circuit across three departments - Soap Processing (SPD), Soap Finishing (SFD), and Personal Products (PP) - at Unilever Bangladesh Ltd. It analyzes the existing steam distribution system and future steam requirements given changes in operations. The report recommends redesigning parts of the steam distribution lines and insulation to improve efficiency and reduce thermal losses. It also proposes a condensate recovery system to reuse flash steam and reduce water and energy costs. Key aspects covered include analyzing pipe sizes, insulation thickness, steam flow rates, a bill of quantities, types of steam traps used, and calculations on flash steam generation.
The document discusses sizing ice machines and storage bins for maximum efficiency in various industries. It provides equations for estimating ice usage in restaurants, bars, hotels, convenience stores, healthcare facilities, and more. It emphasizes properly sizing ice production to match storage capacity and recovery times. Larger, gravity-fed storage bins are recommended for high-volume locations to improve energy efficiency and hygiene.
About Shandong Xiaoya Retail Equipment Co.,LTD. (professsional commercial fri...WendyZhang39
Shandong Xiaoya Retail Equipment Co.,Ltd. is the branch company of Shandong Xiaoya Group, founded in 2000, factory area covers 41,600 square meter. Leading manufacturer of showcase, refrigerated showcase, commercial freezer, chiller, supermarket display cabinet, Service Counter Cabinet. Xiaoya Retail has the international 1-st class quality inspection line and test room, has passed strict examination by many retial giants, such as Tesco, Walmart, Vanguard, Suning.com etc. Xiaoya retail, known as Little Duck, always creats the innovative products and supply with good service for the purpose of making life happier and healthier.
www.littleduckshowcase.com
littleduckshowcase@hotmail.com
Mobile/WeChat/WhatsApp:008615865289539
SVS Solutions provides waste fluid management and ground contamination prevention products and services, including systems for heating mud systems and evaporating waste fluids on-site to eliminate large cleanup costs. Their induction heating systems can heat fluids up to 788°C and include temperature controllers to maintain uniform heating. SVS offers mobile units of varying sizes equipped with kettles, heating chambers, generators, and controls to evaporate or heat fluids on location and prevent ground contamination through collection and disposal. Their services aim to reduce disposal and hauling costs while improving safety.
The document discusses solar thermal technology and its applications for rural India. It begins by explaining how solar thermal works by heating a liquid using sunlight. It then classifies solar thermal systems based on achievable temperature (low, medium, high) and concentration type (concentrating vs. non-concentrating). The main solar thermal devices discussed are flat plate collectors, evacuated tube collectors, compound parabolic concentrators, and cylindrical parabolic trough collectors. Applications include water heating, space heating, cooking, and industrial processes. The document also examines thermal energy needs across different sectors like household, industry, agriculture, and provides temperature ranges for various processes.
Polymer industry manufactures and researches natural and synthetic polymers such as plastics, elastomers and some of the adhesives. Polymer research is a subfield of material science that encompasses the fields of chemistry, physics and engineering.
Plastics are polymers. A polymer is a substance made of many repeating units. The word polymer comes from two Greek words: poly, meaning many, and meros, meaning parts or units. A polymer can be thought of as a chain in which each link is the “mer,” or monomer (single unit).
Since the start of its mass production in the 1940s, plastic has become a ubiquitous part of human life. As of 2017, the global production of plastics had increased to nearly 350 million metric tons. By the year 2050, plastic production is expected to have tripled and will account for a fifth of global oil consumption
This presentation explains how to improve energy efficiency of industrial furnaces. It was prepared for energy auditor training in Nepal in the context of GIZ/NEEP programme. For further information go to EEC webpage: http://www.eec-fncci.org
details about the real thermal plant and its working.here is the knowledge that i gained through my internship in Aditya aluminium governed by Hindalco industries pvt.ltd.
As it is very well known that seed germinator is laboratory equipment which is used for the Germination of Seeds. Weiber Seed Germinators provides suitable varying atmospheric conditions for the seed germination; that can be created within the chambers without the need of going outside.
The document summarizes the differences between a typical coil type boiler system and a more efficient shell type boiler system. In a coil type boiler system, there are significant losses throughout the steam and condensate loop, with only 55% of the generated steam being used for process demand. A shell type boiler system recovers more condensate, reduces losses, and lowers the process steam demand, resulting in fuel savings of 25-30% compared to a coil type boiler. The shell type boiler provides dry saturated steam, steady loads, and increased productivity across several industries.
Gree Electric Appliances is the world’s largest specialised air conditioning enterprise. With nine manufacturing plants producing over 7,000 different models, sold to over 100 countries. Gree employs over 4,500 R & D staff.
Sowbal Aerothermics is a research and manufacturing company located in Secunderabad, India that develops electrical heating systems. They have patented a ceramic honeycomb air heater and received government grants to develop prototypes. They hold several patents for products like welding rod ovens, humidifiers, and steam generators. Their prototypes have been commercialized and they enjoy monopoly in some fields. Their latest developments include long life infrared heaters, humidification units, and quick-action wood/coal igniters. They produce large ovens, room heaters, hot air blowers, and other industrial heating equipment.
The document discusses waste heat recovery from a domestic refrigerator. It describes how a waste heat recovery system was designed and retrofitted to the refrigerator in order to capture waste heat from the condenser. The waste heat is then used to keep food warm in an insulated oven attachment and to heat water. This saves significant amounts of energy by reusing heat that would otherwise be lost to the environment. The document also provides background on refrigeration systems, outlining the basic vapor compression cycle used in refrigerators and how each component functions to produce cooling.
The document discusses energy efficiency improvements in the Pali textile cluster in India. It describes how the MSME sector is an important part of the Indian economy but faces challenges in adopting energy efficiency. The Bureau of Energy Efficiency initiated a project to implement energy efficient technologies like air preheaters and economizers in boiler systems in five MSME clusters, including Pali. Air preheaters and economizers allow for waste heat recovery from flue gases which can improve boiler efficiency and reduce fuel consumption. Cost-benefit analyses are provided for installing these technologies in typical textile processing units, finding potential savings of 1% of fuel costs for every 6 degree Celsius rise in feed water temperature from an economizer.
Videocon is an Indian conglomerate that manufactures refrigerators and other appliances. The document describes Videocon's refrigerator manufacturing process, which includes pressing and forming sheet metal, painting parts, pre-assembling components, and final assembly. It explains the main parts of a refrigerator like the compressor, condenser, freezer box, and how refrigeration works by compressing and condensing a refrigerant. The production flow takes raw materials through various shops like pressing, painting, vacuum forming before final assembly and testing of the refrigerators.
Airflow Industrial Process Ovens Drum Heating Ovens - BrochureThorne & Derrick UK
Airflow is a leading manufacturer of process ovens, finishing equipment, and other products for industrial applications. They offer a wide range of products including cleanrooms, dry filter booths, waterwash booths, sprayrooms, pre-treatment plants, powder coating plants, and more. Airflow also provides installation, maintenance, spare parts, and service support. Their process ovens are used in various industries for curing coatings, drying, heat treating materials, and other thermal processing needs.
Veera Babu Gollapalli is applying for a position as a Process Operator or Panel Operator with over 8 years of experience working in ammonia plants and utilities in India and Saudi Arabia. He has a Bachelor's degree in Chemistry and is proficient in plant operations, pre-commissioning, commissioning, and maintenance activities. His responsibilities have included operating equipment across various plant sections including reforming, synthesis, refrigeration, and more. He is skilled in operating systems like compressors, turbines, heat exchangers, and other process equipment.
This document provides a summary of an individual's qualifications for an operator role. It outlines 8.5 years of experience as an operator in India and Saudi Arabia, including experience operating ammonia plants and utilities. Educational qualifications include a Bachelor's degree in chemistry. Responsibilities have included operating equipment in areas like reforming, acid gas removal, refrigeration, and distillation. Safety training and qualifications are also mentioned. The individual is seeking an operator role utilizing their experience.
This report summarizes a study of the steam circuit across three departments - Soap Processing (SPD), Soap Finishing (SFD), and Personal Products (PP) - at Unilever Bangladesh Ltd. It analyzes the existing steam distribution system and future steam requirements given changes in operations. The report recommends redesigning parts of the steam distribution lines and insulation to improve efficiency and reduce thermal losses. It also proposes a condensate recovery system to reuse flash steam and reduce water and energy costs. Key aspects covered include analyzing pipe sizes, insulation thickness, steam flow rates, a bill of quantities, types of steam traps used, and calculations on flash steam generation.
The document discusses sizing ice machines and storage bins for maximum efficiency in various industries. It provides equations for estimating ice usage in restaurants, bars, hotels, convenience stores, healthcare facilities, and more. It emphasizes properly sizing ice production to match storage capacity and recovery times. Larger, gravity-fed storage bins are recommended for high-volume locations to improve energy efficiency and hygiene.
About Shandong Xiaoya Retail Equipment Co.,LTD. (professsional commercial fri...WendyZhang39
Shandong Xiaoya Retail Equipment Co.,Ltd. is the branch company of Shandong Xiaoya Group, founded in 2000, factory area covers 41,600 square meter. Leading manufacturer of showcase, refrigerated showcase, commercial freezer, chiller, supermarket display cabinet, Service Counter Cabinet. Xiaoya Retail has the international 1-st class quality inspection line and test room, has passed strict examination by many retial giants, such as Tesco, Walmart, Vanguard, Suning.com etc. Xiaoya retail, known as Little Duck, always creats the innovative products and supply with good service for the purpose of making life happier and healthier.
www.littleduckshowcase.com
littleduckshowcase@hotmail.com
Mobile/WeChat/WhatsApp:008615865289539
SVS Solutions provides waste fluid management and ground contamination prevention products and services, including systems for heating mud systems and evaporating waste fluids on-site to eliminate large cleanup costs. Their induction heating systems can heat fluids up to 788°C and include temperature controllers to maintain uniform heating. SVS offers mobile units of varying sizes equipped with kettles, heating chambers, generators, and controls to evaporate or heat fluids on location and prevent ground contamination through collection and disposal. Their services aim to reduce disposal and hauling costs while improving safety.
The document discusses solar thermal technology and its applications for rural India. It begins by explaining how solar thermal works by heating a liquid using sunlight. It then classifies solar thermal systems based on achievable temperature (low, medium, high) and concentration type (concentrating vs. non-concentrating). The main solar thermal devices discussed are flat plate collectors, evacuated tube collectors, compound parabolic concentrators, and cylindrical parabolic trough collectors. Applications include water heating, space heating, cooking, and industrial processes. The document also examines thermal energy needs across different sectors like household, industry, agriculture, and provides temperature ranges for various processes.
Polymer industry manufactures and researches natural and synthetic polymers such as plastics, elastomers and some of the adhesives. Polymer research is a subfield of material science that encompasses the fields of chemistry, physics and engineering.
Plastics are polymers. A polymer is a substance made of many repeating units. The word polymer comes from two Greek words: poly, meaning many, and meros, meaning parts or units. A polymer can be thought of as a chain in which each link is the “mer,” or monomer (single unit).
Since the start of its mass production in the 1940s, plastic has become a ubiquitous part of human life. As of 2017, the global production of plastics had increased to nearly 350 million metric tons. By the year 2050, plastic production is expected to have tripled and will account for a fifth of global oil consumption
This presentation explains how to improve energy efficiency of industrial furnaces. It was prepared for energy auditor training in Nepal in the context of GIZ/NEEP programme. For further information go to EEC webpage: http://www.eec-fncci.org
details about the real thermal plant and its working.here is the knowledge that i gained through my internship in Aditya aluminium governed by Hindalco industries pvt.ltd.
As it is very well known that seed germinator is laboratory equipment which is used for the Germination of Seeds. Weiber Seed Germinators provides suitable varying atmospheric conditions for the seed germination; that can be created within the chambers without the need of going outside.
Similar to From pet bottle to automotive fiber (20)
Applications of artificial Intelligence in Mechanical Engineering.pdfAtif Razi
Historically, mechanical engineering has relied heavily on human expertise and empirical methods to solve complex problems. With the introduction of computer-aided design (CAD) and finite element analysis (FEA), the field took its first steps towards digitization. These tools allowed engineers to simulate and analyze mechanical systems with greater accuracy and efficiency. However, the sheer volume of data generated by modern engineering systems and the increasing complexity of these systems have necessitated more advanced analytical tools, paving the way for AI.
AI offers the capability to process vast amounts of data, identify patterns, and make predictions with a level of speed and accuracy unattainable by traditional methods. This has profound implications for mechanical engineering, enabling more efficient design processes, predictive maintenance strategies, and optimized manufacturing operations. AI-driven tools can learn from historical data, adapt to new information, and continuously improve their performance, making them invaluable in tackling the multifaceted challenges of modern mechanical engineering.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
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.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
Discover the latest insights on Data Driven Maintenance with our comprehensive webinar presentation. Learn about traditional maintenance challenges, the right approach to utilizing data, and the benefits of adopting a Data Driven Maintenance strategy. Explore real-world examples, industry best practices, and innovative solutions like FMECA and the D3M model. This presentation, led by expert Jules Oudmans, is essential for asset owners looking to optimize their maintenance processes and leverage digital technologies for improved efficiency and performance. Download now to stay ahead in the evolving maintenance landscape.