This document describes the development of a fruit and vegetable slicing machine. It begins by providing background on the importance of fruit and vegetable processing in India. It then discusses how slicing is a key unit operation that helps enable other processing steps like drying or cooking.
The researchers measured various physical properties of potatoes and bananas, like size, density, and angle of repose, in order to inform the design of the slicing machine. They conceptually designed a machine with four main units: feeding, slicing, collection, and power transmission. The slicing machine was then tested on potatoes and bananas, evaluating metrics like slicing capacity, broken slices, and uniformity of slices. The machine was able to slice potatoes at 91.8 kg
Design, Development, and Performance Evaluation of a Mechanical Device for Ha...ijtsrd
1. Researchers in Sri Lanka designed and developed a mechanical pineapple harvester to address issues with manual harvesting, which is difficult, time-consuming, and leads to injuries.
2. The harvester consists of a long handle, fruit picker, stalk holder, remotely-operated cutter, and levers for operation. It allows harvesting fruits within a 2m radius area while minimizing operator movement.
3. Testing showed the mechanical harvester harvested 385 fruits/hour with 84% efficiency, outperforming manual harvesting which achieved 210 fruits/hour with 64% efficiency. It significantly reduces harvesting time and costs compared to manual methods.
IRJET- Design and Manufacturing of Onion Plantation MachineIRJET Journal
This document describes the design and manufacturing of an onion plantation machine. The machine was created to improve planting efficiency and reduce labor involved in manual planting. It allows for planting of small seeds like onions at a variable depth and spacing between seeds. The machine is made of durable and affordable materials for small-scale farmers. It has several functional components including a frame, seed tubes, and a plant rotor for uniform planting. The machine offers advantages like improved crop yields, reduced labor needs, and more accurate seed placement compared to manual planting methods. The overall goal is to increase productivity and benefit small farmers through mechanization of the planting process.
Design fabrication and performance analysis of groundnut thresherIRJET Journal
This document describes the design, fabrication, and performance analysis of a groundnut thresher. It begins with background on groundnuts/peanuts, noting they are a legume crop rich in oil and protein. Harvesting groundnuts is currently labor-intensive and costly. The document then reviews existing threshing methods like drum threshers. It outlines the components of the proposed groundnut thresher, including an engine, pulleys, belts, bearings, shafts, and cutting plates. The thresher is intended to reduce the time and cost of removing groundnut pods from plants.
This document discusses various aspects of post-harvest technology and food processing in India. It notes that agriculture contributes 14.5% of India's GDP but post-harvest losses are estimated at Rs. 45,000 crores annually. It highlights opportunities for value addition through food processing and minimizing post-harvest losses using appropriate harvesting, handling, storage and processing techniques. Various technologies developed by CIPHET for grading, drying, packaging and value-added product development from fruits, vegetables and grains are also summarized.
Fabrication of Integrated Malting Unit for Production of MaltsIJERA Editor
Malting is a three step process i.e. steeping(grain soaked in water), germination(development of
sprout and enhance enzymatic activity)and kilning (drying the grain and stop the enzymatic activity).
All these three steps are completed in separate plants. The present study is based on the development
of integrated malting unit which serves all three processes in a single unit. Integrated malting unit is
used for small scale production of malt. Integrated malting unit proved useful for development of new
malting technique for grains
1. A study was conducted to evaluate different in-situ moisture conservation methods for establishing aonla orchards on sloping degraded lands. The most effective method was preparing a 1m wide microcatchment area surrounded by a 25cm ridge with a 30cm opening, filling the depression with straw and covering with black polythene. This method increased survival and growth of aonla seedlings the most.
2. A perennial type of chili germplasm was identified and explored from Bihar that has successfully fruited for seven consecutive years. This unique genotype could benefit kitchen gardens and food security.
3. Foliar applications of potassium, calcium, zinc and boron were found to enhance yield
This document provides an overview of agro-climatic zones and importance of vegetables in Jammu region of Jammu and Kashmir Union Territory. The region has three main agro-climatic zones - subtropical zone from 300-1000 meters above sea level including Jammu district, intermediate zone from 1000-1500 meters including parts of Udhampur and Rajouri, and temperate zone above 1500 meters including hilly regions. Major vegetable crops grown vary between zones. Vegetables are an important crop as they are short duration, provide high yields, fit well in crop rotations, and are rich in nutrients essential for human health and diet.
Design, Development, and Performance Evaluation of a Mechanical Device for Ha...ijtsrd
1. Researchers in Sri Lanka designed and developed a mechanical pineapple harvester to address issues with manual harvesting, which is difficult, time-consuming, and leads to injuries.
2. The harvester consists of a long handle, fruit picker, stalk holder, remotely-operated cutter, and levers for operation. It allows harvesting fruits within a 2m radius area while minimizing operator movement.
3. Testing showed the mechanical harvester harvested 385 fruits/hour with 84% efficiency, outperforming manual harvesting which achieved 210 fruits/hour with 64% efficiency. It significantly reduces harvesting time and costs compared to manual methods.
IRJET- Design and Manufacturing of Onion Plantation MachineIRJET Journal
This document describes the design and manufacturing of an onion plantation machine. The machine was created to improve planting efficiency and reduce labor involved in manual planting. It allows for planting of small seeds like onions at a variable depth and spacing between seeds. The machine is made of durable and affordable materials for small-scale farmers. It has several functional components including a frame, seed tubes, and a plant rotor for uniform planting. The machine offers advantages like improved crop yields, reduced labor needs, and more accurate seed placement compared to manual planting methods. The overall goal is to increase productivity and benefit small farmers through mechanization of the planting process.
Design fabrication and performance analysis of groundnut thresherIRJET Journal
This document describes the design, fabrication, and performance analysis of a groundnut thresher. It begins with background on groundnuts/peanuts, noting they are a legume crop rich in oil and protein. Harvesting groundnuts is currently labor-intensive and costly. The document then reviews existing threshing methods like drum threshers. It outlines the components of the proposed groundnut thresher, including an engine, pulleys, belts, bearings, shafts, and cutting plates. The thresher is intended to reduce the time and cost of removing groundnut pods from plants.
This document discusses various aspects of post-harvest technology and food processing in India. It notes that agriculture contributes 14.5% of India's GDP but post-harvest losses are estimated at Rs. 45,000 crores annually. It highlights opportunities for value addition through food processing and minimizing post-harvest losses using appropriate harvesting, handling, storage and processing techniques. Various technologies developed by CIPHET for grading, drying, packaging and value-added product development from fruits, vegetables and grains are also summarized.
Fabrication of Integrated Malting Unit for Production of MaltsIJERA Editor
Malting is a three step process i.e. steeping(grain soaked in water), germination(development of
sprout and enhance enzymatic activity)and kilning (drying the grain and stop the enzymatic activity).
All these three steps are completed in separate plants. The present study is based on the development
of integrated malting unit which serves all three processes in a single unit. Integrated malting unit is
used for small scale production of malt. Integrated malting unit proved useful for development of new
malting technique for grains
1. A study was conducted to evaluate different in-situ moisture conservation methods for establishing aonla orchards on sloping degraded lands. The most effective method was preparing a 1m wide microcatchment area surrounded by a 25cm ridge with a 30cm opening, filling the depression with straw and covering with black polythene. This method increased survival and growth of aonla seedlings the most.
2. A perennial type of chili germplasm was identified and explored from Bihar that has successfully fruited for seven consecutive years. This unique genotype could benefit kitchen gardens and food security.
3. Foliar applications of potassium, calcium, zinc and boron were found to enhance yield
This document provides an overview of agro-climatic zones and importance of vegetables in Jammu region of Jammu and Kashmir Union Territory. The region has three main agro-climatic zones - subtropical zone from 300-1000 meters above sea level including Jammu district, intermediate zone from 1000-1500 meters including parts of Udhampur and Rajouri, and temperate zone above 1500 meters including hilly regions. Major vegetable crops grown vary between zones. Vegetables are an important crop as they are short duration, provide high yields, fit well in crop rotations, and are rich in nutrients essential for human health and diet.
An Approach to Improve Yield Parameters of Pleurotus florida Strain P1Dr. siddhant
Aim: The efficient mushroom production involves many factors of which spawn production, culture methods and substrate selection are of prime importance. The research has, therefore, been carried out to standardize these aspects in present communication, for production of Pleurotus florida Strain P1.
Materials and Methods: Various cereals (maize, oat, barley) and millets (Italian millets, Little millet, Pearl millet) were assessed against wheat grain spawn for enhancing yield and biological efficiency of mushroom. Most suitable wheat straw component among fine pieces of leaves and leaf sheath (0.2
cm), coarse pieces of leaves and leaf sheath (0.4 cm), small (1.0 cm) and large pieces of the stem (1.7 cm) were also evaluated for the manifestations above. Various culture methods viz., bag, column, wall and tray culture and few substrate mixtures (corncob + wheat straw, mango sawdust + wheat straw and rice husk + wheat straw) have also been taken to increase yield performance of mushroom.
Results: The result showed that barley and oat grains produced good quality spawn in terms of quick mycelial running on the grain surface (14 days each). These spawn produced acceleration of spawn running and increased yield, as compared to other types of spawn. When different components of wheat straw were evaluated for the yield performance of mushroom, the course pieces of the stem (1.0 cm) proved the most appropriate component in relation to very low/zero contamination along highest yield (819 gm) and biological efficiency (163.8%). In contrast, wheat straw and corn cob were
recognized as the best substrate combination with highest yield (707 gm) and biological efficiency (141.4%) of mushrooms. Among different culture techniques used, only the column method gave significant yield (930 gm) and biological efficiency (186%) with appropriate mushrooms sizes from
packaging point of view.
Conclusion: The results obtained during the study revealed that by adopting the composite approach, the growers enhance mushroom production in manyfolds. The mushroom is cultivated by following column method. The wheat straw devoid from pieces of leaf & leaf sheath should be utilized
as a substrate with corncob combination. It should be inoculated with oat/barley spawn to higher yield.
This document discusses agro-residues and their potential utilization. It defines agro-residues as by-products generated after harvesting and processing agricultural crops. Major agro-residues include rice straw, wheat straw, bagasse, and cornhusk. Currently, most residues are burned or dumped, but they represent an abundant, renewable resource. The document examines using agro-residues for applications like textiles. It highlights bagasse's suitability due to its high cellulose content. Developing agro-residue value chains could provide farmers additional income while benefiting the environment. Further research is needed to extract high quality fibers from residues like bagasse and cornhusk.
This document provides information on the cultivation of marigold. It discusses suitable climate and soil conditions, recommended varieties, propagation methods, nursery practices, transplanting procedures, manure and fertilizer application, weed control, irrigation, harvesting, and seed production. Marigold is an important loose flower crop with a wide range of attractive colors. It can be grown year-round in Jammu region. Varieties recommended include Pusa Narangi Gainda and Pusa Basanti Gainda for African marigold, and Pusa Arpita and Desi gutta for French marigold.
The document provides recommendations for rice cultivation in the subtropical zone of Jammu region, including suitable high yielding rice varieties for different situations, promising rice-based cropping systems, and cultivation practices such as land preparation, nursery raising, transplanting, nutrient management, water management, weed control, and plant protection. Recommended varieties include coarse, fine, and superfine varieties suited to irrigated and rainfed conditions up to 1200 meters above mean sea level.
The document discusses the System of Rice Intensification (SRI) method, an alternative for increasing rice cultivation and productivity in Nepal. It provides a brief history of SRI trials in Nepal starting in 1999, which saw more successful results from 2001 onward. It describes the key aspects of the SRI method used in Nepal, including young seedlings, single seedling transplanting in wider spacing, soil moisture management, and weeding. The document argues that SRI is beneficial for Nepal for reasons such as rice being the staple food, low rice productivity, and challenges around input prices and water scarcity. SRI can increase yields, reduce inputs and costs, and help address food security and poverty issues. Challenges
This presentation discusses fruit waste management. It begins with an introduction noting that India is a large fruit producer but also experiences significant fruit loss. It then covers estimation of fruit loss, sources of fruit waste, and various uses and byproducts that can be made from fruit waste including biogas, ethanol, dietary fiber, antioxidants, and animal feed. Specific examples are given of byproducts from banana peels and citrus peel, rags, and seeds. The presentation concludes with several case studies examining production of biomethane from banana peels and effects of citrus peel on soy sauce fermentation.
This summary provides the key details about a study on the moisture-dependent physical properties of Àbèèrè (Picralima nitida) seeds:
1. The study investigated the geometric, gravimetric, and frictional properties of Àbèèrè seeds at different moisture content levels ranging from 7.98-47.77% wet basis.
2. The results showed that dimensions, densities, surface area, volume, and angle of repose generally increased with increasing moisture content, while porosity decreased.
3. Static coefficient of friction on different surfaces also increased linearly with moisture content, with the lowest values on stainless steel and highest on plywood surfaces.
Impact of Frontline Demonstration (Fld’s) On Adoption Behavior of Soybean Gro...iosrjce
The main objective of the FLD is to demonstrate newly released crop production and protection
technology and its management practices on the farmer‟s field by the scientists themselves before taking it into
main extension system of State Department of Agriculture under different agro-climatic regions and in real
farming system. Presently the FLDs are mainly conducted through KVKs in all over the country. This is the
mandatory function of KVK to remove lack of knowledge and constraints in the adoption of improved soybean
production technology. Keeping all these views in mind, the present investigation entitled “Study on knowledge
and adoption level of soybean growers through Front Line Demonstrations (FLDs‟) in Ujjain district of M.P.”
For this purpose the data collected on a well prepared interview schedule. through personal interview method
by the investigator. The major findings of the study is majority of the respondents (beneficiaries of FLD
programme and non-beneficiaries) possessed medium level of adoption level. The „t‟ test indicated that there is
a significant difference between scores mean of both the group. Thus, it can be stated that, there is an impact of
FLD programme on the adoption level of the soybean growers.
This study determined various physical properties of neem seeds and kernels that are relevant for designing processing machinery. The properties tested included dimensions, density, surface area, sphericity, moisture content, coefficient of friction, angle of repose, and porosity. Results showed that seeds had larger dimensions than kernels. True density was higher for kernels, while bulk density and surface area were higher for seeds. Moisture content was about 14% for seeds and 12% for kernels. Coefficient of friction and angle of repose differed between seeds, kernels and surface types. Porosity was much higher for seeds at around 90% compared to 43% for kernels. These physical properties provide important data for engineering designs involving neem seeds and kernels
Effect of chopping oil palm fruit spikelets on the free fatty acid content re...eSAT Journals
Abstract Crushed oil palm fruit bunches from the continuous sterilization system cause damages and bruising of the fruits, yielding high lipase enzyme reaction if no heating pre-treatment was carried out immediately. Thus, this study was proposed to acquire the free fatty acid content (FFA) release rate and to determine the mechanical properties of chopped oil palm fruit spikelets. The fruit spikelets were chopped by using two different methods, which were manually chopping using a knife blade and utilizing a fabricated chopper blade. Damages obtained from the manually chopped using the knife blade were classified into two categories, which were minor and major damage. The chopper blade was fixed on the Instron Machine to obtain its mechanical properties, such as rupture force, deformation at rupture, hardness and energy at the break of the fruit spikelets. The chopped fruit spikelets were stored at different storage periods ranging between 0hr to 2hr at room temperature. Extraction of palm oil was extracted using the Soxhlet extractor and the FFA content of the palm oil was determined through titration method. Results showed that the mean rupture force, deformation at rupture, hardness and energy at break required when chopping the fruit spikelets were 2781N, 45.53mm, 61.02 N/mm and 36.71J respectively. The development of FFA content was highly influenced by the damaged area of the fruits and the length of storage periods. This is due to the development of lipase enzyme activity that occurred in the damaged cells, therefore simultaneously increasing the rate of FFA content released. Key Words: Oil Palm Fruit Spikelets, Chopping Methods, Mechanical Properties, Storage Periods, Free Fatty Acid Content.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
This document provides recommendations for growing wheat as a rabi crop in Jammu region. It discusses suitable varieties for different agro-climatic zones and sowing times. Popular cropping systems involving wheat are also outlined. Recommendations for land preparation include conventional tillage using a plough and harrow or minimum tillage using zero-till drills. Varieties suggested are resistant to yellow and brown rusts and suitable for different sowing windows from November to January. Average yields ranging from 8-25 q/acre are provided for different varieties based on sowing time and production conditions.
This document provides guidance on raising a fruit nursery, including:
1. Seeds should be extracted from fully ripened, healthy fruit trees and stored properly depending on the fruit. Some seeds like citrus and mango need to be sown immediately.
2. Pre-sowing treatments like scarification or stratification may be needed to enhance germination, such as using acid or chilling treatments.
3. The choice of rootstock is important, with characteristics like disease resistance, adaptability to soil conditions, and dwarfing/yield impact on the scion.
The study was conducted in Dholpur district of Rajasthan during 2012-2013 to evaluate the impact of front line demonstrations on productivity of pea variety Azad Pea-1. The variety Azad Pea-1 yielded 69.5 q/ha, which was 27.52% higher than the local variety yield of 54.5 q/ha. The technology gap was 5.5 q/ha and technology index was 7.33%. The demonstration variety had a higher net return of Rs. 114,000/ha and benefit-cost ratio of 5.56 compared to Rs. 89,000/ha and 5.45 for the local variety. The study demonstrated increased yields and profits for farmers through the
A Critical Analysis of Banana Cultivation in Thoothukudi District of Tamil Naduijtsrd
The document analyzes banana cultivation in Thoothukudi district of Tamil Nadu, India. It finds that the majority (54.17%) of 120 surveyed banana growers had high knowledge of cultivation technologies, and 87.5% had medium-to-high adoption levels. It also assessed 40 growers using drip irrigation and found benefits like reduced weeds, less labor for irrigation and fertilizing, and increased water efficiency. The study suggests providing continued support to drip-adopting farmers after installation and training growers on drip maintenance.
Simple, Reliable and Cost Effective Postharvest Machineries for Horticultural...Ramabhau Patil
This document provides summaries of various post-harvest processing machines and technologies for horticultural produce developed by CIPHET. It describes machines that perform functions like grading, peeling, pulping, drying, cooling and storage. Key machines mentioned include a tomato grader, banana comb cutter, pomegranate aril extractor, litchi peeler and an evaporatively cooled storage structure. The document emphasizes the importance of post-harvest processing in reducing losses and adding value to agricultural produce in India.
AUTOMATED CHILLI SEED EXTRACTOR USEFUL FOR INDIAN FARMERSijics
Till today chilli seeds are separated manually and there is no specific machine designed to separate seed from its pulp. The manual process is carried out by hammering chilli fruits with wooden stick, separating the husk using hand separator. This manual method is quite tiresome mainly due to the inhalation of fine particles of chilli fruits by labours. Its pungency results in continuous sneezing and irritation for labours. Hence, it is necessary to eliminate laborious work and time consumption. The automated process of chilli seed extraction will be the better solution for this problem, which helps farmers. This automated method can also be adopted by food industries for large scale extraction of chilli seed, as well.
Presentation at the Workshop on Crop Production Equipment for the System of Rice Intensification (SRI)
Presenter: Dr. B. J. Pandian: TNAU, India
Title: Development of SRI Transplanter
Date: November 1, 2014
Venue: ACISAI, Asian Institute of Technology, Thailand
The Effect of Moisture Content on Some Physical and Engineering Properties of...theijes
Locust bean is a perennial edible crop and important source of food that must be processed for preservation and availability throughout the year. Physical and mechanical properties of locust beans are necessary for the design of equipment to handle, transport, process and store the crop. The properties were evaluated as a function of moisture content of locust beans. The locust seeds were tested for size and shape, true density, bulk density, porosity, sphericity, static coefficient of friction on plywood, aluminium and stainless, angle of repose and specific heat atmoisture conten to franging from 10.50 and 20.76 % (dry basis). The average length, width, thickness and geometric mean diameter of the locust beans were 12.04, 8.36, 5.04 and 7.50 mm respectively, while the true density, bulk density, porosity, surface area and sphere city were, 1166.09 kg/m3 ,729.90 kg/m3 , 37.37 %, 204.25 mm2 and 0.67, respectively. The respective values of static coefficient of friction for plywood, stainless and aluminium were 0.56, 0.51 and 0.48 while the angle of repose was 40.17o .The higher friction of coefficient was observed on plywood and the lowest on aluminium. The specific heat was observed to be 3.8 kJ/kg/Kat moisture content of 10.50 %.The information provided in this study will be useful for locust bean seed processing machine design and fabrication as well as industrial processing and structural design of storage bin of the seed.
Fruit crops like mango, citrus, avocado, litchi, temperate fruits, nuts, etc. suffer from the severe problem of irregular bearing or cropping periodicity as well as staggered or erratic flowering behaviour, leading to considerable loss of their production potential. Some of the fruit crops are worst sufferers of cropping periodicity. In fruit crops production serious problems is biennial bearing or irregular bearing leading to considerable loss of their production potentials. Alternate bearing tree (or branch) is one that does not bear a regular crop year after year; rather, heavy yields are followed by extremely light ones and vice-versa, While Flower initiation is very important because it is the first step towards attaining fruit. Biennial cycle is very usual, so that an “on-year” (large yields) is followed by an “off-year” (little or no yield). Alternate bearing means "a condition at which high or optimum fruit production in on year and certain year bear little or no fruit (off year), but growth regulators such as paclobutrazol reported to be effective on inducing flowering off year.
This document describes the design and fabrication of an automated vegetable cutting machine. The machine was created to reduce the effort and time required for cutting vegetables compared to manual cutting. It features a base, rotating disc cutter, sliding tray, hopper, motor, and controls. Vegetables are poured into the hopper and enter the cutting chamber where the rotating blades slice them into pieces. Calculations were performed to determine the required motor torque, cutting velocity, stresses on components, and more. Testing showed the machine could slice vegetables faster than manual methods and would help automate food processing.
An Approach to Improve Yield Parameters of Pleurotus florida Strain P1Dr. siddhant
Aim: The efficient mushroom production involves many factors of which spawn production, culture methods and substrate selection are of prime importance. The research has, therefore, been carried out to standardize these aspects in present communication, for production of Pleurotus florida Strain P1.
Materials and Methods: Various cereals (maize, oat, barley) and millets (Italian millets, Little millet, Pearl millet) were assessed against wheat grain spawn for enhancing yield and biological efficiency of mushroom. Most suitable wheat straw component among fine pieces of leaves and leaf sheath (0.2
cm), coarse pieces of leaves and leaf sheath (0.4 cm), small (1.0 cm) and large pieces of the stem (1.7 cm) were also evaluated for the manifestations above. Various culture methods viz., bag, column, wall and tray culture and few substrate mixtures (corncob + wheat straw, mango sawdust + wheat straw and rice husk + wheat straw) have also been taken to increase yield performance of mushroom.
Results: The result showed that barley and oat grains produced good quality spawn in terms of quick mycelial running on the grain surface (14 days each). These spawn produced acceleration of spawn running and increased yield, as compared to other types of spawn. When different components of wheat straw were evaluated for the yield performance of mushroom, the course pieces of the stem (1.0 cm) proved the most appropriate component in relation to very low/zero contamination along highest yield (819 gm) and biological efficiency (163.8%). In contrast, wheat straw and corn cob were
recognized as the best substrate combination with highest yield (707 gm) and biological efficiency (141.4%) of mushrooms. Among different culture techniques used, only the column method gave significant yield (930 gm) and biological efficiency (186%) with appropriate mushrooms sizes from
packaging point of view.
Conclusion: The results obtained during the study revealed that by adopting the composite approach, the growers enhance mushroom production in manyfolds. The mushroom is cultivated by following column method. The wheat straw devoid from pieces of leaf & leaf sheath should be utilized
as a substrate with corncob combination. It should be inoculated with oat/barley spawn to higher yield.
This document discusses agro-residues and their potential utilization. It defines agro-residues as by-products generated after harvesting and processing agricultural crops. Major agro-residues include rice straw, wheat straw, bagasse, and cornhusk. Currently, most residues are burned or dumped, but they represent an abundant, renewable resource. The document examines using agro-residues for applications like textiles. It highlights bagasse's suitability due to its high cellulose content. Developing agro-residue value chains could provide farmers additional income while benefiting the environment. Further research is needed to extract high quality fibers from residues like bagasse and cornhusk.
This document provides information on the cultivation of marigold. It discusses suitable climate and soil conditions, recommended varieties, propagation methods, nursery practices, transplanting procedures, manure and fertilizer application, weed control, irrigation, harvesting, and seed production. Marigold is an important loose flower crop with a wide range of attractive colors. It can be grown year-round in Jammu region. Varieties recommended include Pusa Narangi Gainda and Pusa Basanti Gainda for African marigold, and Pusa Arpita and Desi gutta for French marigold.
The document provides recommendations for rice cultivation in the subtropical zone of Jammu region, including suitable high yielding rice varieties for different situations, promising rice-based cropping systems, and cultivation practices such as land preparation, nursery raising, transplanting, nutrient management, water management, weed control, and plant protection. Recommended varieties include coarse, fine, and superfine varieties suited to irrigated and rainfed conditions up to 1200 meters above mean sea level.
The document discusses the System of Rice Intensification (SRI) method, an alternative for increasing rice cultivation and productivity in Nepal. It provides a brief history of SRI trials in Nepal starting in 1999, which saw more successful results from 2001 onward. It describes the key aspects of the SRI method used in Nepal, including young seedlings, single seedling transplanting in wider spacing, soil moisture management, and weeding. The document argues that SRI is beneficial for Nepal for reasons such as rice being the staple food, low rice productivity, and challenges around input prices and water scarcity. SRI can increase yields, reduce inputs and costs, and help address food security and poverty issues. Challenges
This presentation discusses fruit waste management. It begins with an introduction noting that India is a large fruit producer but also experiences significant fruit loss. It then covers estimation of fruit loss, sources of fruit waste, and various uses and byproducts that can be made from fruit waste including biogas, ethanol, dietary fiber, antioxidants, and animal feed. Specific examples are given of byproducts from banana peels and citrus peel, rags, and seeds. The presentation concludes with several case studies examining production of biomethane from banana peels and effects of citrus peel on soy sauce fermentation.
This summary provides the key details about a study on the moisture-dependent physical properties of Àbèèrè (Picralima nitida) seeds:
1. The study investigated the geometric, gravimetric, and frictional properties of Àbèèrè seeds at different moisture content levels ranging from 7.98-47.77% wet basis.
2. The results showed that dimensions, densities, surface area, volume, and angle of repose generally increased with increasing moisture content, while porosity decreased.
3. Static coefficient of friction on different surfaces also increased linearly with moisture content, with the lowest values on stainless steel and highest on plywood surfaces.
Impact of Frontline Demonstration (Fld’s) On Adoption Behavior of Soybean Gro...iosrjce
The main objective of the FLD is to demonstrate newly released crop production and protection
technology and its management practices on the farmer‟s field by the scientists themselves before taking it into
main extension system of State Department of Agriculture under different agro-climatic regions and in real
farming system. Presently the FLDs are mainly conducted through KVKs in all over the country. This is the
mandatory function of KVK to remove lack of knowledge and constraints in the adoption of improved soybean
production technology. Keeping all these views in mind, the present investigation entitled “Study on knowledge
and adoption level of soybean growers through Front Line Demonstrations (FLDs‟) in Ujjain district of M.P.”
For this purpose the data collected on a well prepared interview schedule. through personal interview method
by the investigator. The major findings of the study is majority of the respondents (beneficiaries of FLD
programme and non-beneficiaries) possessed medium level of adoption level. The „t‟ test indicated that there is
a significant difference between scores mean of both the group. Thus, it can be stated that, there is an impact of
FLD programme on the adoption level of the soybean growers.
This study determined various physical properties of neem seeds and kernels that are relevant for designing processing machinery. The properties tested included dimensions, density, surface area, sphericity, moisture content, coefficient of friction, angle of repose, and porosity. Results showed that seeds had larger dimensions than kernels. True density was higher for kernels, while bulk density and surface area were higher for seeds. Moisture content was about 14% for seeds and 12% for kernels. Coefficient of friction and angle of repose differed between seeds, kernels and surface types. Porosity was much higher for seeds at around 90% compared to 43% for kernels. These physical properties provide important data for engineering designs involving neem seeds and kernels
Effect of chopping oil palm fruit spikelets on the free fatty acid content re...eSAT Journals
Abstract Crushed oil palm fruit bunches from the continuous sterilization system cause damages and bruising of the fruits, yielding high lipase enzyme reaction if no heating pre-treatment was carried out immediately. Thus, this study was proposed to acquire the free fatty acid content (FFA) release rate and to determine the mechanical properties of chopped oil palm fruit spikelets. The fruit spikelets were chopped by using two different methods, which were manually chopping using a knife blade and utilizing a fabricated chopper blade. Damages obtained from the manually chopped using the knife blade were classified into two categories, which were minor and major damage. The chopper blade was fixed on the Instron Machine to obtain its mechanical properties, such as rupture force, deformation at rupture, hardness and energy at the break of the fruit spikelets. The chopped fruit spikelets were stored at different storage periods ranging between 0hr to 2hr at room temperature. Extraction of palm oil was extracted using the Soxhlet extractor and the FFA content of the palm oil was determined through titration method. Results showed that the mean rupture force, deformation at rupture, hardness and energy at break required when chopping the fruit spikelets were 2781N, 45.53mm, 61.02 N/mm and 36.71J respectively. The development of FFA content was highly influenced by the damaged area of the fruits and the length of storage periods. This is due to the development of lipase enzyme activity that occurred in the damaged cells, therefore simultaneously increasing the rate of FFA content released. Key Words: Oil Palm Fruit Spikelets, Chopping Methods, Mechanical Properties, Storage Periods, Free Fatty Acid Content.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
This document provides recommendations for growing wheat as a rabi crop in Jammu region. It discusses suitable varieties for different agro-climatic zones and sowing times. Popular cropping systems involving wheat are also outlined. Recommendations for land preparation include conventional tillage using a plough and harrow or minimum tillage using zero-till drills. Varieties suggested are resistant to yellow and brown rusts and suitable for different sowing windows from November to January. Average yields ranging from 8-25 q/acre are provided for different varieties based on sowing time and production conditions.
This document provides guidance on raising a fruit nursery, including:
1. Seeds should be extracted from fully ripened, healthy fruit trees and stored properly depending on the fruit. Some seeds like citrus and mango need to be sown immediately.
2. Pre-sowing treatments like scarification or stratification may be needed to enhance germination, such as using acid or chilling treatments.
3. The choice of rootstock is important, with characteristics like disease resistance, adaptability to soil conditions, and dwarfing/yield impact on the scion.
The study was conducted in Dholpur district of Rajasthan during 2012-2013 to evaluate the impact of front line demonstrations on productivity of pea variety Azad Pea-1. The variety Azad Pea-1 yielded 69.5 q/ha, which was 27.52% higher than the local variety yield of 54.5 q/ha. The technology gap was 5.5 q/ha and technology index was 7.33%. The demonstration variety had a higher net return of Rs. 114,000/ha and benefit-cost ratio of 5.56 compared to Rs. 89,000/ha and 5.45 for the local variety. The study demonstrated increased yields and profits for farmers through the
A Critical Analysis of Banana Cultivation in Thoothukudi District of Tamil Naduijtsrd
The document analyzes banana cultivation in Thoothukudi district of Tamil Nadu, India. It finds that the majority (54.17%) of 120 surveyed banana growers had high knowledge of cultivation technologies, and 87.5% had medium-to-high adoption levels. It also assessed 40 growers using drip irrigation and found benefits like reduced weeds, less labor for irrigation and fertilizing, and increased water efficiency. The study suggests providing continued support to drip-adopting farmers after installation and training growers on drip maintenance.
Simple, Reliable and Cost Effective Postharvest Machineries for Horticultural...Ramabhau Patil
This document provides summaries of various post-harvest processing machines and technologies for horticultural produce developed by CIPHET. It describes machines that perform functions like grading, peeling, pulping, drying, cooling and storage. Key machines mentioned include a tomato grader, banana comb cutter, pomegranate aril extractor, litchi peeler and an evaporatively cooled storage structure. The document emphasizes the importance of post-harvest processing in reducing losses and adding value to agricultural produce in India.
AUTOMATED CHILLI SEED EXTRACTOR USEFUL FOR INDIAN FARMERSijics
Till today chilli seeds are separated manually and there is no specific machine designed to separate seed from its pulp. The manual process is carried out by hammering chilli fruits with wooden stick, separating the husk using hand separator. This manual method is quite tiresome mainly due to the inhalation of fine particles of chilli fruits by labours. Its pungency results in continuous sneezing and irritation for labours. Hence, it is necessary to eliminate laborious work and time consumption. The automated process of chilli seed extraction will be the better solution for this problem, which helps farmers. This automated method can also be adopted by food industries for large scale extraction of chilli seed, as well.
Presentation at the Workshop on Crop Production Equipment for the System of Rice Intensification (SRI)
Presenter: Dr. B. J. Pandian: TNAU, India
Title: Development of SRI Transplanter
Date: November 1, 2014
Venue: ACISAI, Asian Institute of Technology, Thailand
The Effect of Moisture Content on Some Physical and Engineering Properties of...theijes
Locust bean is a perennial edible crop and important source of food that must be processed for preservation and availability throughout the year. Physical and mechanical properties of locust beans are necessary for the design of equipment to handle, transport, process and store the crop. The properties were evaluated as a function of moisture content of locust beans. The locust seeds were tested for size and shape, true density, bulk density, porosity, sphericity, static coefficient of friction on plywood, aluminium and stainless, angle of repose and specific heat atmoisture conten to franging from 10.50 and 20.76 % (dry basis). The average length, width, thickness and geometric mean diameter of the locust beans were 12.04, 8.36, 5.04 and 7.50 mm respectively, while the true density, bulk density, porosity, surface area and sphere city were, 1166.09 kg/m3 ,729.90 kg/m3 , 37.37 %, 204.25 mm2 and 0.67, respectively. The respective values of static coefficient of friction for plywood, stainless and aluminium were 0.56, 0.51 and 0.48 while the angle of repose was 40.17o .The higher friction of coefficient was observed on plywood and the lowest on aluminium. The specific heat was observed to be 3.8 kJ/kg/Kat moisture content of 10.50 %.The information provided in this study will be useful for locust bean seed processing machine design and fabrication as well as industrial processing and structural design of storage bin of the seed.
Fruit crops like mango, citrus, avocado, litchi, temperate fruits, nuts, etc. suffer from the severe problem of irregular bearing or cropping periodicity as well as staggered or erratic flowering behaviour, leading to considerable loss of their production potential. Some of the fruit crops are worst sufferers of cropping periodicity. In fruit crops production serious problems is biennial bearing or irregular bearing leading to considerable loss of their production potentials. Alternate bearing tree (or branch) is one that does not bear a regular crop year after year; rather, heavy yields are followed by extremely light ones and vice-versa, While Flower initiation is very important because it is the first step towards attaining fruit. Biennial cycle is very usual, so that an “on-year” (large yields) is followed by an “off-year” (little or no yield). Alternate bearing means "a condition at which high or optimum fruit production in on year and certain year bear little or no fruit (off year), but growth regulators such as paclobutrazol reported to be effective on inducing flowering off year.
This document describes the design and fabrication of an automated vegetable cutting machine. The machine was created to reduce the effort and time required for cutting vegetables compared to manual cutting. It features a base, rotating disc cutter, sliding tray, hopper, motor, and controls. Vegetables are poured into the hopper and enter the cutting chamber where the rotating blades slice them into pieces. Calculations were performed to determine the required motor torque, cutting velocity, stresses on components, and more. Testing showed the machine could slice vegetables faster than manual methods and would help automate food processing.
Design and Development of Vegetable Planting MachineIJMERJOURNAL
ABSTRACT:- India is the second largest producer of vegetable in the world (ranks next to China only). India share 12 percent of world production of vegetable with a productivity of about 15 tons per ha which is quite low as compared to many countries. In India transplanting of vegetable seedling is done manually all over the country, as no machine is yet available commercially for this work. High labour requirement and shortage of labour during peak transplanting season causes delay in transplanting and affects timely operation [1].The basic requirements for small scale cropping machines are, they should be suitable for small farms, simple in design and technology and versatile for use in different farm operations. A manually operated template row planter was designed and developed to improve planting efficiency and reduce drudgery involved in manual planting method [2].Farm mechanization aims at higher production rate reduction in human drudgery. Many operations in agriculture are now being performed by machines. This reduces the labour requirements which have been the principal motivating force in mechanization. Due to small land holding is not possible to mechanize all the farming operations. Large machines cannot be operated these small farms. Also our farmers cannot afford to buy large costly machine. Vegetable planting machine is a device which helps in planting of vegetable plants in a desired position hence assisting the farmers in saving time and money. The basic objective of planting operation is to plant the vegetable plants in rows at desired depth and plant to plant spacing cover the plants with soil and provide proper compaction over the plant [3].
IRJET- A Review on Design and Development of Vegetables HarvesterIRJET Journal
This document reviews the design and development of a vegetable harvester. It discusses how harvesting vegetables like lettuce and spinach is currently done manually, which is time-consuming and inefficient. It leads to higher costs, more wasted vegetables, and lower quality. The review proposes the design of a prototype harvester that could help address these issues. The harvester would use a cutting blade and conveyor belt powered by a motor to automate the harvesting process, reducing the time and costs while improving quality compared to manual harvesting. It analyzes the requirements and working principles of such a harvester.
Cleaning Machine for Fruits and Vegetables: A Brief Literature ReviewIRJET Journal
This document reviews the design of fruits and vegetable cleaning machines. It discusses how washing is currently done manually which is laborious and time-consuming. Mechanical washers aim to improve efficiency. The document outlines various washing techniques used in machine designs, including spray, stirrer, roller-brush, rotary drum, and conveyor types. It also discusses key performance parameters to evaluate machines like mechanical washing efficiency, microbial washing efficiency, and bruising percentage. A literature review presented studies on machines for crops like ginger, galangal, carrots, and turmeric that achieved high washing efficiencies, lower costs than manual methods, and benefits for small-scale farmers. Overall, the research emphasizes the need for flexible, universal washing machines
IRJET- Design and Fabrication of Manually Operated Seed Sowing MachineIRJET Journal
This document describes the design and fabrication of a manually operated seed sowing machine. It aims to address improvements in agricultural processes by developing a multifunctional machine that can perform seed sowing and pesticide spraying simultaneously. The machine consists of mechanisms for sowing seeds that operate simultaneously. It is intended to place seeds at the desired depth, with proper spacing between seeds and cover the seeds with soil. The design goals for the machine include being simple, affordable for small-scale farmers, and easy for unskilled farmers to use and maintain. The document discusses the machine's development and mechanisms in reducing costs while creating a multifunctional sowing device.
Studies on Preparation of Apple Pomace and Orange Peel Incorporated CookiesIRJET Journal
1. Studies were conducted to incorporate apple pomace and orange peel powder at different levels (0, 5, 10, 15%) in cookies as a replacement for refined wheat flour.
2. The cookies were analyzed for physical, chemical, and sensory properties. Cookies with 10% orange peel powder replacement had the highest sensory acceptability scores compared to other samples.
3. Increasing the levels of apple pomace and orange peel powder decreased the spread ratio of cookies. It also decreased the protein and fat content but increased the dietary fiber content of cookies.
4. Apple pomace and orange peel powder can be substituted up to 10% in refined wheat flour to prepare cookies without negatively impacting quality attributes.
IRJET- A Review on Design and Development of Coconut Deshelling MachineIRJET Journal
The document reviews several designs for coconut de-shelling machines. It summarizes 7 different designs:
1. A machine with two cutters mounted on a shared shaft with gear drive that can de-shell 300 coconuts per hour.
2. A power-operated machine that can de-shell 200 nuts or 400 cups per batch in 4 minutes, 4 times faster than manual methods.
3. A semi-automatic young coconut cutting machine that can cut 480 fruits per hour at a cost of $2.63 per 1000 fruits.
4. A motorized groundnut sheller that can shell 78% of nuts and has a throughput of 345.4kg per hour.
IRJET- A Review on Design and Development of Corn Peeling and Shelling MachineIRJET Journal
This document reviews the design and development of a corn peeling and shelling machine. It discusses the problems with traditional corn peeling and shelling techniques used by farmers in developing countries like India, such as low productivity and damage to corn seeds. The proposed machine aims to have a higher production rate, compact size, and ability to peel and shell corn collectively or individually without damaging seeds. It also aims to have attachments for separately collecting cobs, shells, and corn seeds. The literature review discusses previous research on corn peeling and shelling machines, noting that existing combo machines either have low production rates or are too large. The proposed work aims to design a compact corn peeling and shelling combo machine that optimizes size while
REAL FRUIT DEFECTIVE DETECTION BASED ON IMAGE PROCESSING TECHNIQUES USING OPENCVIRJET Journal
This document discusses a research project that aims to develop a computer vision system using OpenCV to detect defects in fruits based on image processing techniques. The system would analyze images of fruits to determine quality by examining features like color, texture, and size. Such a system could help automate quality inspection in the fruit industry in India in a way that is more efficient and objective than manual methods. It provides background on the importance of fruit production in India and the need for automation. The proposed approach involves preprocessing images, extracting features, and analyzing the images to classify fruits as defective or not defective. Benefits of this system include easier quality assessment and more consistent evaluations.
A Review on Juice and Pedigree Making MachineIRJET Journal
This document describes a juice and pedigree making machine that aims to reduce food waste from fruit and vegetable processing. The machine works by:
1. Extracting juice from fruits, while the remaining pulp is fed into a heating furnace.
2. The furnace contains a heating coil and fan to induce hot air and dry the pulp, reducing its moisture content.
3. The dried pulp is then ground into a fine powder called "pedigree" which can be used as nutritious animal feed, helping farmers and preventing food waste.
The machine was created to address issues like rising feed costs, lack of nutritious animal food options, and large amounts of fruit/vegetable waste produced
SEMI-AUTOMATIC BOILED POTATO PEELING AND SMASHING MACHINEvivatechijri
India is experiencing expansive growth in the fast-food sector. In most of the fast-foods, the use of
boiled potatoes is seen in major quantity. But, the Potato peeling processes faces some numerous problems such
as poor hygiene, more time consumption, etc. The main purpose of this paper deals with development of Peeling
and smashing machine for boiled potatoes. The study of manufacturing is very important in order to carried out
this project to ensure that everyone can understand on what are the needs to do and to help people easy to use.
This paper involved the complete process of designing and fabrication of Boiled potato peeling and smashing
machine using engineering concepts and marketing review. Methods and process involve in this paper like
welding, perforating, shearing, cutting, drilling, riveting, etc. Generating a new concept of portable peeling and
smashing machine for boiled potatoes is the main aim behind this paper. After all process had been done, this
peeling machine may help us to understand the fabrication and designing process that involved in this paper.
Abstract— Among fruit crops lime has high demand in the world. There are varieties of products being made from limes at various stage of maturity. Colour is the vital parameter of maturity indication of most agricultural produces. Colour of lime produce varies from green to yellow. Although yellowish limes are preferred by some category of people and processers, for exporting purposes greenish limes are being used because of their longest shelf time. Thus, sorting based on its colour is crucial for consumer acceptability and also for further processing. Both greenish and yellowish limes are harvested together and sorted through post-harvest operation of colour sorting. This is often performed by manual labourers. The main limitation associated with hand sorting is less accuracy, as human evaluation may vary person to person. Therefore, automated grading system is becoming popular due to its superior speed, consistency, and accuracy. This paper discusses about a new approach to develop a lime colour sorter at a minimum price using TCS230 colour sensor. The identification of the colour is based on the frequency analysis of the output of TCS230 sensor. Arduino Uno was used to control overall process. Stepper motor was used to sort limes into two different classes. All the mechanical parts were designed through Auto CAD software. Fabricated sorter was tested at various environmental light intensities, the results shown there is no influences by the sexternal light.
Study of Multiple Seed Planting MachineIRJET Journal
This document describes the development of a manually operated multiple seed planting machine. It aims to reduce labor costs and make the seed planting process easier. The machine is designed to simultaneously dig holes in the soil, place seeds at uniform distances, and cover the seeds - replacing traditional manual seeding. It uses gear ratios and sprockets to space seeds accurately. Adjustable handles and bars allow for different operator heights. Researchers conclude it reduces the time and labor needed for cotton seed planting by over 80% compared to manual methods. The machine has potential to be improved further to reduce costs and perform additional tasks like fertilizing or spraying.
IRJET- Design and Fabrication of Mutipurpose Manually Operated System for Agr...IRJET Journal
This document summarizes the design and fabrication of a manually operated, multipurpose system for agricultural purposes. The system was designed to address issues with traditional farming methods in India, which are time-consuming, labor-intensive, and cannot meet growing demands. The new system can simultaneously sow seeds and fertilizer at uniform depths and distances, improving efficiency. It is intended to be affordable and suitable for small-scale farmers. The document reviews different existing farm machines and identifies limitations before detailing the design of the new system, which includes components like a chain and sprocket mechanism to control seed spacing. Testing showed the new system can satisfactorily meet farmer needs with improved performance over traditional methods.
Development of a Palm Fruit Bunch Chopper and Spikelet Stripperinventionjournals
The inadequacy of processing technology involved in the palm fruit processing has been attributed to the manual method and individualized processing machinery. This imposes the need to develop an all-in-one machine to increase efficiency, reduce time, space and drudgery. The palm fruit bunch chopper and spikelet machine comprise of the frame, chopping, stripping and cleaning chambers and the outlets (fruitlets, spikelet and dirt). Evaluation of the machine was varied on the level of ripeness of fresh palm fruit bunch, fermentation time of 24, 48, and 72hours, shafts speed (stripper shaft 320, 350, 500rpm and blower shaft 1300, 1500, 2100rpm). The stripping and quality performance efficiency with output capacity of stripping increased with level of ripeness, shafts speed and fermentation time from 15.949 – 94.015%, 12.843 – 79.943% and 59.208 – 249.056kg/hr respectively. The optimum chopping, stripping, quality performance and cleaning efficiency was obtained from the over-ripe fresh fruit bunch, 72hours fermentation time, 500rpm shafts speed and moisture content of 46.16% (db). The cost of producing one unit of the combined palm fruit bunch processor as at the time of fabrication was estimated to be ₦85,000 not including the cost of electric motor and the power required when operated with electric motor of 5.5hp.
Development of a Palm Fruit Bunch Chopper and Spikelet Stripperinventionjournals
The inadequacy of processing technology involved in the palm fruit processing has been attributed to the manual method and individualized processing machinery. This imposes the need to develop an all-in-one machine to increase efficiency, reduce time, space and drudgery. The palm fruit bunch chopper and spikelet machine comprise of the frame, chopping, stripping and cleaning chambers and the outlets (fruitlets, spikelet and dirt). Evaluation of the machine was varied on the level of ripeness of fresh palm fruit bunch, fermentation time of 24, 48, and 72hours, shafts speed (stripper shaft 320, 350, 500rpm and blower shaft 1300, 1500, 2100rpm). The stripping and quality performance efficiency with output capacity of stripping increased with level of ripeness, shafts speed and fermentation time from 15.949 – 94.015%, 12.843 – 79.943% and 59.208 – 249.056kg/hr respectively. The optimum chopping, stripping, quality performance and cleaning efficiency was obtained from the over-ripe fresh fruit bunch, 72hours fermentation time, 500rpm shafts speed and moisture content of 46.16% (db). The cost of producing one unit of the combined palm fruit bunch processor as at the time of fabrication was estimated to be ₦85,000 not including the cost of electric motor and the power required when operated with electric motor of 5.5hp
IDEF is an ISO 9001:2015 certified company that designs and manufactures turn-key fruit and vegetable processing lines. They provide solutions for inspection conveyors, inclined conveyors, root washers, fruit and vegetable washers, processing lines for cutting, pulping, juice extraction, and dehydration. Their customized lines have high levels of automation, efficiency, and food safety compliance.
AN IMAGE PROCESSING APPROACHES ON FRUIT DEFECT DETECTION USING OPENCVIRJET Journal
This document discusses an image processing approach for detecting defects in fruits using OpenCV. It begins with an introduction to the importance of fruit production in India and the need for automation in the agriculture industry. It then discusses how previous manual quality inspection methods are inefficient. The proposed system uses computer vision and image processing techniques like OpenCV to analyze fruit images and detect defects by examining characteristics like color, texture and size. It describes the image preprocessing, thresholding, noise removal and edge detection steps. The system is able to successfully identify normal and defective fruits in images to classify quality. This provides an improved quality inspection method that is objective, consistent and can be applied to various agricultural products.
In today's world, where farming is becoming increasingly important, it is crucial to have affordable and efficient equipment to aid in the processing of crops. This presentation aims to shed light on various cost-effective farm processing equipment options available in the market
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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
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A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
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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.
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.
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.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.