Radioactive waste management involves the proper handling, treatment, storage and disposal of radioactive waste. There are various principles that must be followed, including protecting human health and the environment, minimizing waste generation, and avoiding undue burdens on future generations. Radioactive waste is classified based on its physical form, activity level and half-life. Key aspects of management include waste minimization, conditioning, storage, and disposal methods like shallow land burial and deep geological disposal. Proper record keeping is also important. The overall goal is to ensure the safety of workers, the public and the environment.
Radioactive waste from nuclear medicine needs safe management to protect human health and the environment. Waste management should be planned from the start and includes segregating, collecting, treating, storing, transporting, and disposing of different types of solid, liquid, and gaseous waste. Regulations require minimizing waste volume and exposure to the public, as well as optimizing control of discharges. Proper infrastructure includes legislation, regulatory oversight, trained staff, and treatment facilities for different waste types based on factors like half-life and form.
Nuclear waste management involves handling nuclear wastes from nuclear power plants and industries according to scientific rules and regulations. The objective is to protect human health and the environment by isolating radioactive waste. Waste management includes pretreatment, treatment, conditioning, storage, retrieval, and disposal of nuclear wastes. Disposal methods aim to immobilize waste in insoluble matrices and seal it in corrosion-resistant containers located deep underground in stable rock structures like Yucca Mountain to isolate it from the environment.
This document discusses nuclear waste disposal and provides background information on radioactive waste. It defines radioactive waste as any material that is radioactive or contaminated by radioactivity and for which no further use is envisaged. The document categorizes radioactive waste as high-level waste, intermediate-level waste, or low-level waste depending on the level of radioactivity and heat generation. It outlines fundamental principles of radioactive waste management, including preventing waste generation where possible, characterizing and segregating waste, storing it safely, and processing it into a passively safe state.
This document discusses the classification of radioactive waste according to the International Atomic Energy Agency. It defines five classes of radioactive waste: exempt waste, very short-lived waste, very low-level waste, low-level waste, and intermediate-level waste. Each class is defined based on the activity concentration and half-lives of the radionuclides present in the waste, with exempt waste posing little risk and requiring no provisions, and intermediate-level waste requiring greater containment and isolation due to higher activity concentrations and presence of long-lived radionuclides. The classification system aims to provide a standardized framework to inform waste management policies and strategies.
This document summarizes a presentation given by Peter Ormai, a waste disposal specialist at the IAEA. The presentation covered key concepts in the safe disposal of radioactive waste, including the multiple barrier approach and long-term isolation of waste. It discussed different waste types and appropriate disposal methods, such as near surface disposal for low-level waste and deep geological repositories for spent fuel and high-level waste. The presentation emphasized that safe disposal requires a safety case demonstrating protection of human health and the environment over long timeframes, and noted the importance of social acceptance for any radioactive waste disposal project.
Basic information on waste management system and the various type of waste and the disposal methods. few requirement to start the waste management company is discussed. also practical challenges were explain with points in the slide
This document discusses different types of low- and intermediate-level radioactive waste (LILW) disposal concepts and facilities around the world. It provides examples of trench-type and engineered surface facilities used for disposing of very short-lived, very low-level, and low-level waste. Disposal options are matched to particular waste streams based on waste characteristics, volume, and safety considerations. The selection of a disposal concept involves technical, administrative, policy, and safety factors and should follow a step-wise, graded approach.
Radioactive waste from nuclear medicine needs safe management to protect human health and the environment. Waste management should be planned from the start and includes segregating, collecting, treating, storing, transporting, and disposing of different types of solid, liquid, and gaseous waste. Regulations require minimizing waste volume and exposure to the public, as well as optimizing control of discharges. Proper infrastructure includes legislation, regulatory oversight, trained staff, and treatment facilities for different waste types based on factors like half-life and form.
Nuclear waste management involves handling nuclear wastes from nuclear power plants and industries according to scientific rules and regulations. The objective is to protect human health and the environment by isolating radioactive waste. Waste management includes pretreatment, treatment, conditioning, storage, retrieval, and disposal of nuclear wastes. Disposal methods aim to immobilize waste in insoluble matrices and seal it in corrosion-resistant containers located deep underground in stable rock structures like Yucca Mountain to isolate it from the environment.
This document discusses nuclear waste disposal and provides background information on radioactive waste. It defines radioactive waste as any material that is radioactive or contaminated by radioactivity and for which no further use is envisaged. The document categorizes radioactive waste as high-level waste, intermediate-level waste, or low-level waste depending on the level of radioactivity and heat generation. It outlines fundamental principles of radioactive waste management, including preventing waste generation where possible, characterizing and segregating waste, storing it safely, and processing it into a passively safe state.
This document discusses the classification of radioactive waste according to the International Atomic Energy Agency. It defines five classes of radioactive waste: exempt waste, very short-lived waste, very low-level waste, low-level waste, and intermediate-level waste. Each class is defined based on the activity concentration and half-lives of the radionuclides present in the waste, with exempt waste posing little risk and requiring no provisions, and intermediate-level waste requiring greater containment and isolation due to higher activity concentrations and presence of long-lived radionuclides. The classification system aims to provide a standardized framework to inform waste management policies and strategies.
This document summarizes a presentation given by Peter Ormai, a waste disposal specialist at the IAEA. The presentation covered key concepts in the safe disposal of radioactive waste, including the multiple barrier approach and long-term isolation of waste. It discussed different waste types and appropriate disposal methods, such as near surface disposal for low-level waste and deep geological repositories for spent fuel and high-level waste. The presentation emphasized that safe disposal requires a safety case demonstrating protection of human health and the environment over long timeframes, and noted the importance of social acceptance for any radioactive waste disposal project.
Basic information on waste management system and the various type of waste and the disposal methods. few requirement to start the waste management company is discussed. also practical challenges were explain with points in the slide
This document discusses different types of low- and intermediate-level radioactive waste (LILW) disposal concepts and facilities around the world. It provides examples of trench-type and engineered surface facilities used for disposing of very short-lived, very low-level, and low-level waste. Disposal options are matched to particular waste streams based on waste characteristics, volume, and safety considerations. The selection of a disposal concept involves technical, administrative, policy, and safety factors and should follow a step-wise, graded approach.
The document discusses sustainable practices in waste management, focusing on hazardous waste. It defines hazardous waste and explains that state pollution control boards ensure its proper management. The document outlines various rules that govern hazardous waste in India and describes methods for identifying hazardous solid waste based on its characteristics such as flammability, toxicity, reactivity, corrosiveness, and radioactivity. It also discusses waste exchange, waste minimization, and resource recovery through recycling.
This document provides information on solid waste disposal in landfills. It discusses site selection considerations for landfills including technical, environmental and social factors. It describes the design and operation of sanitary landfills including their multi-phase life cycle involving initial adjustment, transition, acid formation, methane fermentation and final maturation. Key processes at landfills include microbial degradation, settling of waste, and management of landfill gas and leachate. Selection criteria for landfills include technical, institutional, financial, social and environmental factors.
This document discusses various topics related to environmental management and waste management. It begins by defining waste and waste management. It then describes different types of wastes including radioactive, plastic, industrial, and human waste. Methods of waste disposal like landfills and incineration are explained. The concepts of waste minimization, reuse, recycling, energy recovery, and disposal are covered in relation to the waste hierarchy. Specific sections cover radioactive wastes, plastic waste, and sustainable forest management. Integrated water resources development and management concepts are also discussed.
Hazardous waste facilities must follow strict guidelines and regulations to safely store and dispose of toxic materials. They must obtain permits, designate pollution control officers, comply with waste acceptance requirements and manifest systems, develop emergency plans, train personnel, and submit regular reports. Radioactive contamination can occur from nuclear accidents or incidents and poses health and environmental risks if not properly contained and cleaned up.
The document outlines the University of California, Santa Barbara's Hazardous Waste Minimization Plan. The plan's goal is to reduce the amount and toxicity of hazardous waste generated through university activities. Key aspects of the plan include emphasizing source reduction through effective purchasing, chemical substitution, conducting experiments at the microscale, and good housekeeping practices. The plan also discusses recycling and treatment options for hazardous wastes.
Today one of the major challenges facing by mankind is to provide proper management for radioactive waste management. Any industrial activity results in generation of some waste material. Nuclear industry is no exception and the presence of radiation emitting radioactive materials which may have adverse impact on living beings and which is likely to continue to the subsequent generation as well is what sets nuclear or radioactive wastes apart from other conventional hazardous wastes. Another unique feature of the radioactive waste is the decay of radioactivity with time. This fact is gainfully exploited by the nuclear waste managers. The NRC regulates the management,storage and di sposal of radioactive waste produced as a result of NRC - licensed activities. The agency has entered in to agreements with 32 states,called Agreement States,to allow these states to regulate the management,storage and disposal of certain nuclear waste. A ny industrial activity results in generation of some waste material. Nuclear industry is no exception and the presence of radiation emitting radioactive materials which may have adverse impact on living beings and which is likely to continue to the subsequ ent generation as well is what sets nuclear or radioactive wastes apart from other conventional hazardous wastes.
- Hazardous waste management is important to minimize risks to lives and the environment from waste generated by industries. Waste is categorized based on its properties and the amount generated, and requires proper transport, storage, treatment, and disposal. Examples of treatment methods include physical, chemical and biological processes to break down or separate waste. Stricter regulations and infrastructure are needed for hazardous waste management in India.
This document discusses radioactive waste management policies, strategies, and waste plans. It begins by defining policy as established goals for safe waste management, and strategy as the processes for achieving those policy goals. It then discusses how policies address safety objectives and principles. National policies are formulated based on international obligations, national circumstances, and legislation. Strategies are developed by assessing the current waste situation, defining long-term management endpoints, selecting options, and considering implementation requirements. Waste management plans involve identifying all waste streams and appropriate processing and disposal options, then evaluating and selecting options through a systematic, stakeholder-involved process.
RADIOACTIVE POLLUTION AND ITS IMPACT ON PAKISTAN.pdfKHALiFAOp
1) Pakistan has established a national policy and strategy for radioactive waste management. The Pakistan Atomic Energy Commission is responsible for safely managing, storing, and disposing of radioactive waste in Pakistan.
2) A central radioactive waste management fund financed by PAEC ensures the safe long-term management of radioactive waste. Generators of radioactive waste are responsible for its safe management until it can be sent to PAEC facilities.
3) Pakistan's policy prohibits the import or export of radioactive waste, except for disused sealed radioactive sources, which must be approved by the government. The Pakistan Nuclear Regulatory Authority regulates all radioactive waste management activities.
This document contains a lecture on radioactive waste management. It defines radioactive waste and outlines the objective of managing it to protect human health and the environment. It describes the various sources of radioactive waste from nuclear fuel cycles, industrial applications, and NORM. The regulatory framework and responsibilities of licensees, workers, and regulatory authorities are discussed. The key aspects of a radioactive waste management program including classification, segregation, treatment, storage, transport, and disposal are summarized. The importance of record keeping throughout the process is also emphasized.
Hazardous waste poses threats to public health and the environment. It is classified based on toxic, reactive, ignitable, corrosive, infectious or radioactive properties. The key features of hazardous waste management include the cradle-to-grave manifest system to track waste transportation and treatment, storage and disposal facilities. Treatment methods include chemical, thermal, and biological processes like incineration and landfarming. Untreated waste requires proper disposal such as in secure landfills or recycling to prevent environmental contamination. The national plan outlines priorities to improve hazardous waste management through prevention, collection, self-sufficiency and minimizing impacts.
The document discusses various options for managing disused sealed radioactive sources (DSRS). It provides definitions of sealed sources and examples of common radionuclides used. Management options for DSRS include return to supplier, storage, conditioning, and disposal. Storage can be short-term, interim, or long-term. Disposal options discussed are near-surface disposal, borehole disposal, and geological disposal. Safety considerations for all stages of management from characterization of sources to final disposal are also outlined.
hazardous waste environmental protection and controlSJ BASHA
Hazardous waste comes from a variety of sources and poses threats to health and the environment. It is classified into several categories including radioactive substances, chemicals, biomedical waste, flammable waste, and explosives. Radioactive waste requires long term storage and isolation until it is no longer hazardous. It is generated from nuclear fuel cycles, weapons, medical, and industrial uses. Treatment methods for radioactive waste include vitrification, ion exchange, and Synroc to immobilize the waste for safe long term storage.
This document discusses the classification and management of nuclear waste. It describes six categories of nuclear waste based on radioactivity levels - exempt, very low-level, low-level, intermediate-level, and high-level waste. The key steps in nuclear waste management are pre-treatment to segregate waste streams, treatment to reduce volume or remove radionuclides, conditioning to prepare waste for handling and disposal, storage, and ultimate disposal through methods like geological disposal by burying it underground or space disposal by launching it into space. The overall strategy aims to safely isolate radioactive waste and protect the environment.
This document discusses the IAEA's activities and experience related to legacy radioactive waste disposal sites. It provides examples of early disposal practices that did not meet modern safety standards, such as waste burial in unlined trenches. The IAEA has provided guidance on assessing the safety of these existing sites and identifying potential corrective actions. Options for corrective actions include improved engineering controls, waste retrieval, and long-term site management. The IAEA has also organized meetings and research to help member states address the challenges of upgrading legacy disposal sites.
This document provides an overview of landfill basics, including:
- Principles of landfill design such as containment and controlled waste placement
- Key processes like microbial degradation, settling, and gas and leachate management
- Design considerations like liner systems, gas collection, leachate collection, and cover types
- Emerging technologies like bioreactor landfills, forced aeration, closed designs using steel covers, and offshore disposal sites
Group assignment about green technology SM (1).pptxrickysaputra50
The document discusses green chemistry and green nanotechnology. It defines green chemistry as designing chemical products and processes to reduce hazardous substances. The 12 principles of green chemistry are outlined, such as preventing waste, using renewable feedstocks, and designing for product degradation after use. Green nanotechnology aims to develop clean nanotechnologies and minimize environmental and health risks. Nanotechnology can be applied to improve solar cells, water treatment, and more. The document also discusses policies around green chemistry, green nanotechnology, and a comparative analysis of nanotechnology policies in Malaysia, the EU, and US.
The document discusses good radiopharmaceutical practices (GRP) which provide guidelines for safely handling radiopharmaceuticals. GRP focuses on personnel, premises, equipment, preparation, quality control, and documentation. Personnel must be trained and premises must limit public access while allowing for sterile production. Quality control testing ensures product safety and sterility. Documentation of all production and testing is required to maintain standards. GRP aims to protect workers, patients, and the public from radiation hazards during radiopharmaceutical development and use.
1) The document discusses various probability distributions including binomial, normal, uniform, and Poisson distributions. It provides examples of how to calculate probabilities using these distributions.
2) Key radiation measurement terms are defined including activity units, absorbed dose, equivalent dose, and effective dose. Equivalent dose considers the biological damage of different types of radiation while effective dose provides a single value that accounts for radiation exposure across the entire body.
3) Examples are provided for calculating probabilities using binomial, normal, and uniform distributions. Assignments are given including calculating probabilities for dice rolls and coin tosses using binomial distributions.
The document discusses random variables and probability distributions. It describes a scenario where X is the number of hours spent studying on a random school day. The probability that X takes on certain values (0, 1, 2, 3, or 4 hours) is given by a formula containing an unknown constant k. The questions ask to (1) find the value of k, and (2) calculate various probabilities related to the number of hours spent studying. The document then shifts to discussing histograms and probability distributions, using the example of measuring human heights and binning the results to visualize the distribution in a population. It describes how histograms can be approximated by curves to estimate probabilities across the full range of values.
The document discusses sustainable practices in waste management, focusing on hazardous waste. It defines hazardous waste and explains that state pollution control boards ensure its proper management. The document outlines various rules that govern hazardous waste in India and describes methods for identifying hazardous solid waste based on its characteristics such as flammability, toxicity, reactivity, corrosiveness, and radioactivity. It also discusses waste exchange, waste minimization, and resource recovery through recycling.
This document provides information on solid waste disposal in landfills. It discusses site selection considerations for landfills including technical, environmental and social factors. It describes the design and operation of sanitary landfills including their multi-phase life cycle involving initial adjustment, transition, acid formation, methane fermentation and final maturation. Key processes at landfills include microbial degradation, settling of waste, and management of landfill gas and leachate. Selection criteria for landfills include technical, institutional, financial, social and environmental factors.
This document discusses various topics related to environmental management and waste management. It begins by defining waste and waste management. It then describes different types of wastes including radioactive, plastic, industrial, and human waste. Methods of waste disposal like landfills and incineration are explained. The concepts of waste minimization, reuse, recycling, energy recovery, and disposal are covered in relation to the waste hierarchy. Specific sections cover radioactive wastes, plastic waste, and sustainable forest management. Integrated water resources development and management concepts are also discussed.
Hazardous waste facilities must follow strict guidelines and regulations to safely store and dispose of toxic materials. They must obtain permits, designate pollution control officers, comply with waste acceptance requirements and manifest systems, develop emergency plans, train personnel, and submit regular reports. Radioactive contamination can occur from nuclear accidents or incidents and poses health and environmental risks if not properly contained and cleaned up.
The document outlines the University of California, Santa Barbara's Hazardous Waste Minimization Plan. The plan's goal is to reduce the amount and toxicity of hazardous waste generated through university activities. Key aspects of the plan include emphasizing source reduction through effective purchasing, chemical substitution, conducting experiments at the microscale, and good housekeeping practices. The plan also discusses recycling and treatment options for hazardous wastes.
Today one of the major challenges facing by mankind is to provide proper management for radioactive waste management. Any industrial activity results in generation of some waste material. Nuclear industry is no exception and the presence of radiation emitting radioactive materials which may have adverse impact on living beings and which is likely to continue to the subsequent generation as well is what sets nuclear or radioactive wastes apart from other conventional hazardous wastes. Another unique feature of the radioactive waste is the decay of radioactivity with time. This fact is gainfully exploited by the nuclear waste managers. The NRC regulates the management,storage and di sposal of radioactive waste produced as a result of NRC - licensed activities. The agency has entered in to agreements with 32 states,called Agreement States,to allow these states to regulate the management,storage and disposal of certain nuclear waste. A ny industrial activity results in generation of some waste material. Nuclear industry is no exception and the presence of radiation emitting radioactive materials which may have adverse impact on living beings and which is likely to continue to the subsequ ent generation as well is what sets nuclear or radioactive wastes apart from other conventional hazardous wastes.
- Hazardous waste management is important to minimize risks to lives and the environment from waste generated by industries. Waste is categorized based on its properties and the amount generated, and requires proper transport, storage, treatment, and disposal. Examples of treatment methods include physical, chemical and biological processes to break down or separate waste. Stricter regulations and infrastructure are needed for hazardous waste management in India.
This document discusses radioactive waste management policies, strategies, and waste plans. It begins by defining policy as established goals for safe waste management, and strategy as the processes for achieving those policy goals. It then discusses how policies address safety objectives and principles. National policies are formulated based on international obligations, national circumstances, and legislation. Strategies are developed by assessing the current waste situation, defining long-term management endpoints, selecting options, and considering implementation requirements. Waste management plans involve identifying all waste streams and appropriate processing and disposal options, then evaluating and selecting options through a systematic, stakeholder-involved process.
RADIOACTIVE POLLUTION AND ITS IMPACT ON PAKISTAN.pdfKHALiFAOp
1) Pakistan has established a national policy and strategy for radioactive waste management. The Pakistan Atomic Energy Commission is responsible for safely managing, storing, and disposing of radioactive waste in Pakistan.
2) A central radioactive waste management fund financed by PAEC ensures the safe long-term management of radioactive waste. Generators of radioactive waste are responsible for its safe management until it can be sent to PAEC facilities.
3) Pakistan's policy prohibits the import or export of radioactive waste, except for disused sealed radioactive sources, which must be approved by the government. The Pakistan Nuclear Regulatory Authority regulates all radioactive waste management activities.
This document contains a lecture on radioactive waste management. It defines radioactive waste and outlines the objective of managing it to protect human health and the environment. It describes the various sources of radioactive waste from nuclear fuel cycles, industrial applications, and NORM. The regulatory framework and responsibilities of licensees, workers, and regulatory authorities are discussed. The key aspects of a radioactive waste management program including classification, segregation, treatment, storage, transport, and disposal are summarized. The importance of record keeping throughout the process is also emphasized.
Hazardous waste poses threats to public health and the environment. It is classified based on toxic, reactive, ignitable, corrosive, infectious or radioactive properties. The key features of hazardous waste management include the cradle-to-grave manifest system to track waste transportation and treatment, storage and disposal facilities. Treatment methods include chemical, thermal, and biological processes like incineration and landfarming. Untreated waste requires proper disposal such as in secure landfills or recycling to prevent environmental contamination. The national plan outlines priorities to improve hazardous waste management through prevention, collection, self-sufficiency and minimizing impacts.
The document discusses various options for managing disused sealed radioactive sources (DSRS). It provides definitions of sealed sources and examples of common radionuclides used. Management options for DSRS include return to supplier, storage, conditioning, and disposal. Storage can be short-term, interim, or long-term. Disposal options discussed are near-surface disposal, borehole disposal, and geological disposal. Safety considerations for all stages of management from characterization of sources to final disposal are also outlined.
hazardous waste environmental protection and controlSJ BASHA
Hazardous waste comes from a variety of sources and poses threats to health and the environment. It is classified into several categories including radioactive substances, chemicals, biomedical waste, flammable waste, and explosives. Radioactive waste requires long term storage and isolation until it is no longer hazardous. It is generated from nuclear fuel cycles, weapons, medical, and industrial uses. Treatment methods for radioactive waste include vitrification, ion exchange, and Synroc to immobilize the waste for safe long term storage.
This document discusses the classification and management of nuclear waste. It describes six categories of nuclear waste based on radioactivity levels - exempt, very low-level, low-level, intermediate-level, and high-level waste. The key steps in nuclear waste management are pre-treatment to segregate waste streams, treatment to reduce volume or remove radionuclides, conditioning to prepare waste for handling and disposal, storage, and ultimate disposal through methods like geological disposal by burying it underground or space disposal by launching it into space. The overall strategy aims to safely isolate radioactive waste and protect the environment.
This document discusses the IAEA's activities and experience related to legacy radioactive waste disposal sites. It provides examples of early disposal practices that did not meet modern safety standards, such as waste burial in unlined trenches. The IAEA has provided guidance on assessing the safety of these existing sites and identifying potential corrective actions. Options for corrective actions include improved engineering controls, waste retrieval, and long-term site management. The IAEA has also organized meetings and research to help member states address the challenges of upgrading legacy disposal sites.
This document provides an overview of landfill basics, including:
- Principles of landfill design such as containment and controlled waste placement
- Key processes like microbial degradation, settling, and gas and leachate management
- Design considerations like liner systems, gas collection, leachate collection, and cover types
- Emerging technologies like bioreactor landfills, forced aeration, closed designs using steel covers, and offshore disposal sites
Group assignment about green technology SM (1).pptxrickysaputra50
The document discusses green chemistry and green nanotechnology. It defines green chemistry as designing chemical products and processes to reduce hazardous substances. The 12 principles of green chemistry are outlined, such as preventing waste, using renewable feedstocks, and designing for product degradation after use. Green nanotechnology aims to develop clean nanotechnologies and minimize environmental and health risks. Nanotechnology can be applied to improve solar cells, water treatment, and more. The document also discusses policies around green chemistry, green nanotechnology, and a comparative analysis of nanotechnology policies in Malaysia, the EU, and US.
The document discusses good radiopharmaceutical practices (GRP) which provide guidelines for safely handling radiopharmaceuticals. GRP focuses on personnel, premises, equipment, preparation, quality control, and documentation. Personnel must be trained and premises must limit public access while allowing for sterile production. Quality control testing ensures product safety and sterility. Documentation of all production and testing is required to maintain standards. GRP aims to protect workers, patients, and the public from radiation hazards during radiopharmaceutical development and use.
1) The document discusses various probability distributions including binomial, normal, uniform, and Poisson distributions. It provides examples of how to calculate probabilities using these distributions.
2) Key radiation measurement terms are defined including activity units, absorbed dose, equivalent dose, and effective dose. Equivalent dose considers the biological damage of different types of radiation while effective dose provides a single value that accounts for radiation exposure across the entire body.
3) Examples are provided for calculating probabilities using binomial, normal, and uniform distributions. Assignments are given including calculating probabilities for dice rolls and coin tosses using binomial distributions.
The document discusses random variables and probability distributions. It describes a scenario where X is the number of hours spent studying on a random school day. The probability that X takes on certain values (0, 1, 2, 3, or 4 hours) is given by a formula containing an unknown constant k. The questions ask to (1) find the value of k, and (2) calculate various probabilities related to the number of hours spent studying. The document then shifts to discussing histograms and probability distributions, using the example of measuring human heights and binning the results to visualize the distribution in a population. It describes how histograms can be approximated by curves to estimate probabilities across the full range of values.
Transfer learning with attenuation mechanism for mammogram image.pptxMunir Ahmad
This document presents a mammogram image classification model that uses an attention mechanism with transfer learning. It discusses image classification and common network models like VGG-16 and ResNet50. It also covers the MIAS mammogram dataset, data augmentation, the proposed model architecture using an attention layer, training parameters, and results. The conclusions are that ResNet50 performs better with an attention layer, achieving better accuracy and loss than VGG16 with or without attention. Further optimization of features and the attention layer are identified for future work.
Machine learning for Tomographic Imaging.pdfMunir Ahmad
This document discusses using machine learning techniques for tomographic imaging reconstruction and denoising. It begins with an overview of tomographic imaging and PET/CT as an example. It then discusses tomographic data acquisition through PET imaging and sinogram generation. Various analytical and iterative reconstruction methods are described along with their limitations related to noise and ill-posed problems. Neural network approaches for image reconstruction from sinograms, CT image denoising, and mapping iterative reconstruction algorithms to neural networks are proposed to overcome these limitations. Specific network architectures discussed include a simple FBP mapping network, residual learning networks, and networks that unroll iterative algorithms. Applications to PET, SPECT, and developing new techniques like positronium imaging are envisioned.
This document provides information about a medical physics course taught by Dr. Munir Ahmad. It includes:
- The examination structure which involves attendance, quizzes, assignments, a midterm, and final exam.
- The main topics to be covered including radiation physics, biology, medical imaging, radiotherapy, and protection.
- An outline of some of the lecture topics, including atoms and isotopes, nuclear states, radiation types, and cell biology.
This document discusses various modes of radioactive decay including alpha, beta, electron capture, and gamma decay. It provides examples of each type of decay, including equations to calculate the Q-value which represents the amount of energy released. The key points covered are:
1) Alpha decay involves emission of a helium nucleus and decreases the atomic number by 2 and mass number by 4. Beta decay can be beta minus, which converts a neutron to a proton, or beta plus which converts a proton to a neutron. Electron capture involves absorption of an inner orbital electron by a proton to form a neutron.
2) Equations are given to calculate the Q-value for each type of decay which represents the energy released. Examples of
This document discusses radiation interactions with matter. It describes how different types of ionizing radiation interact with and deposit energy in matter. Photons can interact via photoelectric effect, Compton scattering, and pair production. Charged particles like electrons cause ionization and excitation as they pass through matter. Neutrons interact with nuclei via collisions or nuclear disintegration. The effectiveness of different types of interactions depends on the energy of the radiation and the atomic properties of the absorbing material. Depth dose profiles are compared for different particle beams like photons, electrons, protons, and neutrons.
Radiation detection principles involve using detectors to determine if radiation is present, how much radiation exists, and characteristics of the radiation such as the isotope or energy. Common detector types include gas-filled detectors like proportional and Geiger-Muller counters, scintillation detectors using materials like sodium iodide, and solid state detectors made of semiconductors. Gas detectors work by ionizing gas when radiation passes through, while scintillation detectors use radiation-induced flashes of light and solid state detectors measure charge carriers freed in semiconductor materials.
The document provides an overview of a course on radiation detection and protection. It discusses topics like the interaction of radiation with matter, basic principles of radiation detection using devices like ionization chambers and scintillation detectors. It also covers radiation quantities and units, shielding design, dose estimation from internal and external radiation exposures, transportation and disposal of radioactive materials, and safety standards.
When I was asked to give a companion lecture in support of ‘The Philosophy of Science’ (https://shorturl.at/4pUXz) I decided not to walk through the detail of the many methodologies in order of use. Instead, I chose to employ a long standing, and ongoing, scientific development as an exemplar. And so, I chose the ever evolving story of Thermodynamics as a scientific investigation at its best.
Conducted over a period of >200 years, Thermodynamics R&D, and application, benefitted from the highest levels of professionalism, collaboration, and technical thoroughness. New layers of application, methodology, and practice were made possible by the progressive advance of technology. In turn, this has seen measurement and modelling accuracy continually improved at a micro and macro level.
Perhaps most importantly, Thermodynamics rapidly became a primary tool in the advance of applied science/engineering/technology, spanning micro-tech, to aerospace and cosmology. I can think of no better a story to illustrate the breadth of scientific methodologies and applications at their best.
Or: Beyond linear.
Abstract: Equivariant neural networks are neural networks that incorporate symmetries. The nonlinear activation functions in these networks result in interesting nonlinear equivariant maps between simple representations, and motivate the key player of this talk: piecewise linear representation theory.
Disclaimer: No one is perfect, so please mind that there might be mistakes and typos.
dtubbenhauer@gmail.com
Corrected slides: dtubbenhauer.com/talks.html
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxMAGOTI ERNEST
Although Artemia has been known to man for centuries, its use as a food for the culture of larval organisms apparently began only in the 1930s, when several investigators found that it made an excellent food for newly hatched fish larvae (Litvinenko et al., 2023). As aquaculture developed in the 1960s and ‘70s, the use of Artemia also became more widespread, due both to its convenience and to its nutritional value for larval organisms (Arenas-Pardo et al., 2024). The fact that Artemia dormant cysts can be stored for long periods in cans, and then used as an off-the-shelf food requiring only 24 h of incubation makes them the most convenient, least labor-intensive, live food available for aquaculture (Sorgeloos & Roubach, 2021). The nutritional value of Artemia, especially for marine organisms, is not constant, but varies both geographically and temporally. During the last decade, however, both the causes of Artemia nutritional variability and methods to improve poorquality Artemia have been identified (Loufi et al., 2024).
Brine shrimp (Artemia spp.) are used in marine aquaculture worldwide. Annually, more than 2,000 metric tons of dry cysts are used for cultivation of fish, crustacean, and shellfish larva. Brine shrimp are important to aquaculture because newly hatched brine shrimp nauplii (larvae) provide a food source for many fish fry (Mozanzadeh et al., 2021). Culture and harvesting of brine shrimp eggs represents another aspect of the aquaculture industry. Nauplii and metanauplii of Artemia, commonly known as brine shrimp, play a crucial role in aquaculture due to their nutritional value and suitability as live feed for many aquatic species, particularly in larval stages (Sorgeloos & Roubach, 2021).
ESR spectroscopy in liquid food and beverages.pptxPRIYANKA PATEL
With increasing population, people need to rely on packaged food stuffs. Packaging of food materials requires the preservation of food. There are various methods for the treatment of food to preserve them and irradiation treatment of food is one of them. It is the most common and the most harmless method for the food preservation as it does not alter the necessary micronutrients of food materials. Although irradiated food doesn’t cause any harm to the human health but still the quality assessment of food is required to provide consumers with necessary information about the food. ESR spectroscopy is the most sophisticated way to investigate the quality of the food and the free radicals induced during the processing of the food. ESR spin trapping technique is useful for the detection of highly unstable radicals in the food. The antioxidant capability of liquid food and beverages in mainly performed by spin trapping technique.
The ability to recreate computational results with minimal effort and actionable metrics provides a solid foundation for scientific research and software development. When people can replicate an analysis at the touch of a button using open-source software, open data, and methods to assess and compare proposals, it significantly eases verification of results, engagement with a diverse range of contributors, and progress. However, we have yet to fully achieve this; there are still many sociotechnical frictions.
Inspired by David Donoho's vision, this talk aims to revisit the three crucial pillars of frictionless reproducibility (data sharing, code sharing, and competitive challenges) with the perspective of deep software variability.
Our observation is that multiple layers — hardware, operating systems, third-party libraries, software versions, input data, compile-time options, and parameters — are subject to variability that exacerbates frictions but is also essential for achieving robust, generalizable results and fostering innovation. I will first review the literature, providing evidence of how the complex variability interactions across these layers affect qualitative and quantitative software properties, thereby complicating the reproduction and replication of scientific studies in various fields.
I will then present some software engineering and AI techniques that can support the strategic exploration of variability spaces. These include the use of abstractions and models (e.g., feature models), sampling strategies (e.g., uniform, random), cost-effective measurements (e.g., incremental build of software configurations), and dimensionality reduction methods (e.g., transfer learning, feature selection, software debloating).
I will finally argue that deep variability is both the problem and solution of frictionless reproducibility, calling the software science community to develop new methods and tools to manage variability and foster reproducibility in software systems.
Exposé invité Journées Nationales du GDR GPL 2024
Remote Sensing and Computational, Evolutionary, Supercomputing, and Intellige...University of Maribor
Slides from talk:
Aleš Zamuda: Remote Sensing and Computational, Evolutionary, Supercomputing, and Intelligent Systems.
11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Niš, 3-6 June 2024
Inter-Society Networking Panel GRSS/MTT-S/CIS Panel Session: Promoting Connection and Cooperation
https://www.etran.rs/2024/en/home-english/
Authoring a personal GPT for your research and practice: How we created the Q...Leonel Morgado
Thematic analysis in qualitative research is a time-consuming and systematic task, typically done using teams. Team members must ground their activities on common understandings of the major concepts underlying the thematic analysis, and define criteria for its development. However, conceptual misunderstandings, equivocations, and lack of adherence to criteria are challenges to the quality and speed of this process. Given the distributed and uncertain nature of this process, we wondered if the tasks in thematic analysis could be supported by readily available artificial intelligence chatbots. Our early efforts point to potential benefits: not just saving time in the coding process but better adherence to criteria and grounding, by increasing triangulation between humans and artificial intelligence. This tutorial will provide a description and demonstration of the process we followed, as two academic researchers, to develop a custom ChatGPT to assist with qualitative coding in the thematic data analysis process of immersive learning accounts in a survey of the academic literature: QUAL-E Immersive Learning Thematic Analysis Helper. In the hands-on time, participants will try out QUAL-E and develop their ideas for their own qualitative coding ChatGPT. Participants that have the paid ChatGPT Plus subscription can create a draft of their assistants. The organizers will provide course materials and slide deck that participants will be able to utilize to continue development of their custom GPT. The paid subscription to ChatGPT Plus is not required to participate in this workshop, just for trying out personal GPTs during it.
Current Ms word generated power point presentation covers major details about the micronuclei test. It's significance and assays to conduct it. It is used to detect the micronuclei formation inside the cells of nearly every multicellular organism. It's formation takes place during chromosomal sepration at metaphase.
Phenomics assisted breeding in crop improvementIshaGoswami9
As the population is increasing and will reach about 9 billion upto 2050. Also due to climate change, it is difficult to meet the food requirement of such a large population. Facing the challenges presented by resource shortages, climate
change, and increasing global population, crop yield and quality need to be improved in a sustainable way over the coming decades. Genetic improvement by breeding is the best way to increase crop productivity. With the rapid progression of functional
genomics, an increasing number of crop genomes have been sequenced and dozens of genes influencing key agronomic traits have been identified. However, current genome sequence information has not been adequately exploited for understanding
the complex characteristics of multiple gene, owing to a lack of crop phenotypic data. Efficient, automatic, and accurate technologies and platforms that can capture phenotypic data that can
be linked to genomics information for crop improvement at all growth stages have become as important as genotyping. Thus,
high-throughput phenotyping has become the major bottleneck restricting crop breeding. Plant phenomics has been defined as the high-throughput, accurate acquisition and analysis of multi-dimensional phenotypes
during crop growing stages at the organism level, including the cell, tissue, organ, individual plant, plot, and field levels. With the rapid development of novel sensors, imaging technology,
and analysis methods, numerous infrastructure platforms have been developed for phenotyping.
ESPP presentation to EU Waste Water Network, 4th June 2024 “EU policies driving nutrient removal and recycling
and the revised UWWTD (Urban Waste Water Treatment Directive)”
2. Contents
Definition
Objective and Concept of Waste Management
Principles of Radioactive Waste Management
Safety of Facilities
Classification of Radioactive Waste
Solid Waste
Liquid Waste
Gaseous Waste
Waste Minimization
Storage
Disposal
3. Introduction
All practices that use nuclear and radioactive materials will produce radioactive wastes.
The nature of radioactive wastes vary from one radioactive waste to another radioactive
waste in terms of volumes, chemical and physical compositions and concentration of
radioactivity.
The radioactivity contained in the wastes is hazardous to living organisms.
The hazardous nature of radioactive wastes to living organisms requires proper radioactive
waste management as prescribed by AELB.
The purpose of proper management of radioactive wastes is to ensure safety and well being
of the present and future generations of the general public and the environment.
4. Definition, Objective and Concept of
Waste Management
Radioactive waste are generated from
applications of radionuclide in various fields
e.g. medical, research, industry, power
generation and processes.
These activities lead to enhancement of
naturally occurring radioactive materials
(NORM).
5. Definition, Objective and Concept of
Waste Management
Under the Atomic Energy Licensing Act (1984), radioactive
waste is defined as any waste, which contains all or part of:
Substance or item which if it is not waste is considered
radioactive material; or
Substance or item which was contaminated during
production, storage or use of radioactive or nuclear
materials or prescribed substance; or
Substance or item which was contaminated by means of
contact or by being in the vicinity of any other radioactive
waste.
6. Definition, Objective and Concept of
Waste Management
3 groups of radioactive waste:
• liquid;
• solid; and
• contaminated materials.
The main objectives of radioactive waste management are:
• to protect human and environment from any
undesirable effects of radiation; and
• to avoid imposing any undesirable effect or burdens of
radiation to the future generations.
7. Principals of Radioactive Waste
Management
Basic principle of radioactive waste management:
Protection of human health - as per recommendations of ICRP, IAEA and AELB.
Protection of the environment through the following means:
The release or disposal of radioactive materials should be minimized and within the authorized limit.
Assessment should be done on the impact of waste disposal on human and other species.
Assessment should be done on the impact of waste disposal on future availability and utilization of
natural resources.
Protection Beyond National Borders.
Dispose of such waste in a manner consistent with international safety standards.
8. Principals of Radioactive Waste
Management
Protection of Future Generation Burden on Future Generation -
the radioactive waste should be managed in such a way that it
will not impose undue burdens on future generations.
This principle is put forward based on ethical consideration that
the generations that receive the benefit of a practice should bear
the responsibility to manage the resulting waste, and developing
the technology constructing and operating facilities, providing a
funding system, sufficient control and plans for the management
of the waste.
9. Principals of Radioactive Waste
Management
The management of the radioactive waste should, to the extent
possible, not rely on long term institutional control management or
actions as a necessary safety feature.
The future generations may however decide to utilize such
arrangement, for example to monitor waste repositories or retrieve the
waste after closure.
10. Principals of Radioactive Waste
Management
National Legal Framework - the radioactive waste shall be
managed within an appropriate legal framework including
clear allocation of responsibilities and provision for
independent regulatory functions.
• Separation of regulatory functions from the operating
function is required:
• to ensure safe operation of licensed facilities;
• to permit independent review; and
• to oversee waste management activities.
11. Principals of Radioactive Waste
Management
Control Radioactive Waste Generation
Generation of radioactive waste should be kept to the
minimum practicable.
Such minimum practicable can be achieved by:
appropriate design measures;
proper planning and implementation of practices such as
decommissioning, selection and control of materials;
recycle and reuse of materials; and
appropriate operating procedures.
12. Key Principals of Radioactive Waste
Management
Interdependencies between waste generator and
waste management.
There are relationships on recycled or reused
radioactive waste or materials between waste
management and waste generators.
A balanced overall, safety and effectiveness of
radioactive waste management.
13. Safety of Facilities
The safety of facilities for radioactive waste management shall be
appropriately assured during their lifetime.
The following factors to be considered:
• Sitting
• Design
• Construction
• Commissioning
• Operation
• Decommissioning of a facility or closure of repository.
The main priority should be safety related matters, where throughout this
process, public issues are typically taken into account.
14. Classification of Radioactive Waste
Radioactive waste is classified according to:
• its physical form (solid, liquid and gaseous);
• its activity (low, medium and high);
• its half-life (short half-life, medium half-life and long
half-life); and
• beta-gamma emitters and alpha emitters.
The classification of radioactive waste is important to allow
for easy handling and transportation and enhancement of
safety while going through the process of waste
management.
15. Solid Waste
Solid waste can be divided into beta and gamma emitters
and alpha emitters.
Beta and gamma emitters can be further divided into 4
categories based on its specific activity or the surface
dose rate if the specific activity is unknown.
Those with known specific activity is categorized
according to the activity levels.
Radioactive waste containing alpha emitters is
categorized according to the activity levels.
17. Liquid Radioactive Waste
Liquid radioactive waste (aqueous and organic) is
categorized based on its specific activity.
Liquid radioactive waste containing alpha, beta and
gamma emitters levels is categorized according to
specific radioactivity levels.
23. Waste Minimization
Waste minimization is strongly encouraged to minimize the
problem of waste management, in particular, waste disposal.
The generation of waste can be minimized via the following
3R steps:
Reduce the amount or volume of the radioactive material
being used.
Reuse the use of materials or sources or do
decontamination process.
Recycle the usage of sources in the same or different fields.
24. Procedure of Radioactive Waste
Management
Waste management covers the whole
process of;
o waste handling:
o waste collection;
o waste segregation and transfer;
o waste treatment;
o waste conditioning;
o waste storage; and
o waste disposal.
25. Waste Collection, Segregation and
Transfer
Waste is collected in suitable containers
(with adequate shielding) and labeled.
It is then segregated at source
according to its classes/categories to
facilitate the treatment process.
All information on the waste is recorded
and a waste inventory is established.
A written approval to carry out the
waste management process should be
sought from AELB.
26. Spent Sealed Source Sealed sources
are considered as waste
no longer useful to users;
taken out of service; and
no future use.
Spent sealed sources with long half-life
may be reused or recycled to minimize
their quantity or volume.
The spent sealed sources are encouraged
to be returned to their suppliers or
manufacturers.
27. Principle and Method of Waste
Treatment
The principle of waste treatment is to improve safety
aspect and to minimize the cost of waste management.
o The basic treatment for small volume of waste
includes:
o volume reduction, e.g. solid waste can be compacted
or incinerated.
o extraction of radio nuclide - decontamination for
surface contamination, ion exchanging for liquid
waste.
o transformation - liquid waste into solid by
precipitation or filtration.
The process of radioactive waste treatment may produce
28. Conditioning of Treated Waste
The purpose of conditioning is to convert the
treated radioactive waste into a more stable form
than can:
o provide easier handling, transportation, storage
and disposal; and
o ensure minimum leakage of radio nuclides into
the environment over a long period of time
after disposal.
Conditioning is usually done by mixing the waste
with more stable matrix materials, such as, cement,
bitumen and glass.
29. Storage
Storage means storing or keeping conditioned radioactive waste in a
proper safe place or facility with intention to retrieve it back at some
time in the future.
The store should be located to minimize radiation risk.
The location should be selected with due consideration given on the
following conditions:
isolated area;
low risk of flood and fire;
it must be stable in order to secure waste from leakage or dispersion
of radio nuclides to the environment over a period of time; and
free from earthquake threat.
30. Storage - The store should be
designed
To limit the radiation risk and radioactive
dispersion.
With adequate shielding and ventilation.
With adequate safety and security features
e.g.:
• security locks;
• label and radiation warning signs; and
• a system of heat removal for high activity
waste.
Transportation of radioactive waste to the
disposal site should comply with requirements
of Radiation Protection (Transport) Regulations
31. Disposal
Final part of radioactive waste management process.
Considered only when there is no intention to recycle or
reuse the radioactive material (waste).
Three basic principles of radioactive waste disposal are:
Delay and decay
Dilute and disperse
Concentrate and contain
Radioactive waste disposal site should be properly selected
to ensure its suitability and safety to members of the public.
32. Disposal Site Assessment
Geological and hydro geological suitability
Demography and future use of land
Accessibility
Flora and fauna Mineral and deposit
Meteorology and seismic
Options for radioactive waste disposal
33. Disposal Site Assessment
Conditions to dispose at Municipal
Disposal Site:
Radioactive wastes which contain radio
nuclides with activities below the
exemption levels given by the AELB.
The radioactivity involved is of
extremely low level and the risk of
radiation hazard posed by such
disposal to individual member of the
public or to the whole population is
technically negligible or insignificant.
34. Disposal Methods Shallow Land Burial
(Near Surface)
Disposal Methods
Shallow Land Burial (Near Surface)
For wastes containing short to medium half-lived radio
nuclides.
Waste to be conditioned first.
If waste is of long half-lived radio nuclides, the option can be
considered only for disposal of small quantity.
Deep Geological Burial
The best option for radioactive waste disposal.
Suitable for waste containing medium to long half lived radio
nuclides.
An example of suitable site for such disposal is salt dome or
35. Disposal Method – Deep Sea - Ocean
Disposal Methods Deep Ocean / Sea Bed Disposal:
Selected due to its high degree of dilution and isolation from human population.
It had been practiced by several nations.
Not permitted for high activity radioactive waste.
No longer being practiced and was banned after the London Convention (1972).
A quality assurance programme for radioactive disposal site is necessary:
To confirm compliance with regulations and legislations.
To ensure provision of acceptable and continued protection of human and environment.
36. Record Keeping
Is part of the quality assurance program established for the waste management
system.
The records that have to be provided and maintained include:
Radioactive waste inventory (activity, exposure rate, source, location, chemical and
physical properties).
Disposal/ waste discharges.
Records of environmental monitoring and assessments.
Records of effluent monitoring.
Records of packaging and transport of conditioned radioactive waste.
Any record required by waste regulations or requested by the AELB.