commercial energy storage systems Technology Trends Shaping Civilization for the next 25 to 50 Years

Incredible progress is being made in the fields of machine learning, renewable energy, material digitization, nanotechnology and biotechnology.All of these technologies contribute to a kind of "flywheel momentum" where progress in one field leads to progress in another, thus moving the flywheel faster.Will these changes cause confusion and crisis, or will they move civilization towards the best and highest goals?Machine learning, renewable energy, 3D-Printing, nanotechnology and biotechnology are happening at an amazing rate.
(Double every year ).
How will we use these technologies as they mature?Each technology and its civilization trajectory will be outlined in this monograph.Describe an era in which machines are smarter than humans and lead to profound expansion of civilization.When the technological singularity occurred, the super-intelligent computer was the last invention created by man in 1965, as Irwin Goodall described.
In a sense, this is similar to passing the event horizon into a black hole. Here, the event horizon is where the power of computer intelligence has no room for human intervention.Humans simplify before we find the order.This is how we understand the universe, even if it is governed by rules that humans cannot understand.
There are no such restrictions on computers.Machine learning will take advantage of complex large data streams, mapping patterns, and conclusions that may not make sense to humans.The key difference is that humans can explain how they come to a conclusion, but machines can't.
This is the so-called "black box" problem of deep learning.Composed in natural language, there are 0.8 billion pages of reading ability per minute.
Watson demonstrated his ability by learning from the oncology discourse library and helping doctors diagnose and treat cancer.In a very short time, Watson began to learn to read from the beginningUnderstand the hierarchical level of complex MRI images and genome sequencing.Watson understands areas such as health/medicine, education, legal research, weather forecast, and tax preparation.
Experts in specific areas can use Watson knowledge studio to further train Watson.Watson is just an example of machine learning.Many other companies, including Google, Microsoft, Facebook, Amazon and Elon musk, are developing cognitive computing.
Today, 86% of the market deals are high-Frequency transactions (HFT) that make transaction decisions using computer algorithms ).The effective market hypothesis (EMH) is an investment theory that states that it is impossible to "beat the market" because the efficiency of the stock market leads to the fact that the existing stock prices always contain and reflect all relevant information.However, the market is inefficient and it is not possible for them to reflect all relevant information.
This inefficiency allows companies in the financial sector to make profits by beating the market.The "Alpha ratio" of the market represents the impact of investors on the market due to inefficiency.Machine Learning in quantitative highFrequency trading is the largest market eq.
For each transaction, machine learning will consider more relevant information than ever before.Due to the very high frequency of this happening, the Alpha ratio will tend to be zero and it is almost impossible to exceed the market.Most investors in trading securities (especially stocks) do so because they think the securities they buy are worth more than the prices they pay, and the securities they are selling are worth less than the selling price.
But according to EMH, if the market is valid and the current price fully reflects all the information, then trading securities at a rate that exceeds the market will be just an opportunity game.Therefore, when investors invest in an effective market where prices reflect intrinsic value, they may also wish to bet on the racecourse.The main function of the market will then be to reflect the real price, not to generate profits.
This progress will ensure the long-term stability of the market and eliminate the market bubble.The efficiency of the market is very high, and it is impossible to get a higher-than-average return.Prosperity will come from participation in the market.
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Index funds), rather than trying to outsmart the market in vain.Many majors in the financial sector will make major improvements through machine learning and artificial intelligence.Some of these areas include: underwriting, fraud protection, risk management, compliance (fight against financial crimes), customer service, Portfolio consulting, and-Money laundering.
The universal digital wallet replaces banks and blockchain, allowing both parties to carry out friction-free and immediate transfer of funds without intermediaries.The blockchain can be considered an automatic notarized ledger.Now that the blockchain has been abstracted and combined with artificial intelligence, the following intermediary services have been fundamentally changed: the electronic payment system;voting;Music streaming media;Smart contracts;Supply Chain Management;Academic records;Medical records;Criminal record;Promote crowd sales/crowd financing;;Settlement system;stock trading;energy;Gun tracking.
In general, historically, technology has created wealth for the masses and will grow exponentially in the sixth technological revolution.Advances in technology will reduce poverty and improve the standard of living for all..Similar to creating efficiency in financial markets, most organizations will also experience incredible efficiency in which machines can replace humans with predictable repetitive tasks.
While some would think that this would lead to a gap between "no" and "no", history shows that technological progress raises the standard of living for everyone.In the short term, society's aversion to unemployment will exceed expectations of higher living standards.(Yes, even the horse-drawn whip got a better job and got a better life ).
This is correct in all previous technological revolutions and will continue.âx80x9d.(Or the nervous system of the economy ).The second digital economy will eliminate the inefficiency in the economy and create wealth;Fair distribution of wealth will be the role of a healthy economic system in the work.Perhaps some new parts of the economy will emerge and create a whole new set of jobs.
Maybe our working hours will be short and the holidays will be long, so there will be more work to do.Maybe we have to subsidize job creation.Perhaps work and productive ideas will change over the next 20 or 30 years.This problem is by no means unsolvable.The good news is that if we do solve this problem, we can finally be free to devote our energy to creative behavior.
This silent second economy is creating a new economic world for us.In this world, how we will live, how we will adapt to it, how we will profit from it and share its benefits, which depends largely on us.Efficiency will reduce the cost of goods and living for all.
Technology unemployment will go hand in hand with a significant reduction in people's demand for money.The inevitable wealth of society will be distributed in the future.Thanks to machine learning, the list of jobs to be replaced in the next 25 years covers a wide range of areas.
: Factory workers, actuaries, accountants, pharmacists, lawyers, drivers, pilots, shop assistants, soldiers, rescuers, journalists, farmers, housekeepers, chefs, surgeons, journalists, customer service staff, librarian and teachers.Human creativity is the most important and abundant resource for human beings.Machine learning cannot replicate this.Machine learning will have a huge impact on education and research.
It measures students' brain activity and monitors mental state accurately.Using this information, a marker of cognitive load, frustration, or fatigue, the neurotutor adjusts its teaching strategy to match the mental state of the student.When learning mathematics, new concepts are explained and introduced only when students are sensitive to this content.
Therefore, the neurotutor may wait until the student is highly concentrated to bring personalized and improved learning progress to each student.Ability to optimize-The â x80 x9c fall â x80 waste traditional lecture to â x80 x9c rise â x80 waste back and nextSpace for learning.The AI system will gain insight into each student.
These systems will learn interest, depth of knowledge and the most effective teaching methods.Most importantly, it will spend a lifetime with students.The manual tutor will know every evaluable artifact created by the student.
Today, ibm's Watson is a digital mentor.
It will evaluate the student's work and provide them with tips, explanations, feedback, identification of misconceptions, and guide the student at their pace until mastered.The article can be scored automatically through feedback, thus enhancing the learner's personality.Interval learning will be used within the scope of the course to understand when a particular learner must repeat a lesson to optimize learning.
Machine learning and personalized learning will automatically design customized textbooks and resources for specific learners.Content Technology Co., Ltd.An important step has been taken towards this vision.The machine learning network willThe long-term needs of the labor market and the skills/capabilities required for success.
Students will be able to match their careers more accurately with their interests and gifts.AI will create personalized capabilitiesUse an immersive learning experience to prepare students for basic courses.As intelligent computers take more responsibility in managing discovery, the scientific community will have more time to devote to knowledge creation.
As intelligent computers learn to better grasp the subtleties of language, they can be immersed in scientific literature to provide researchers with new observations.Research may be a "crowd source" where the research community will work effectively together and contribute to the creation of knowledge.Machine learning will facilitate this collaboration by connecting individuals engaged in similar work, otherwise they will not be aware of this.
The understanding and translation of natural language will enable scholars to communicate with each other effectively in reality.Time in different languages.A neural network may be an unbiased, very large data set that can understand the literature in the field of research.(i.e.Watson ).Neural networks can then consume a large number of relevant research results, papers, emails to help with ongoing research activities.
This neural network has made some breakthroughs in oncology research.Civilization depends on energy.The use of energy.In other words, the more energy a country uses, the more prosperous it will be.The International Energy Agency (IEA) reported that solar energy will be the third largest energy supply in the world by 2060.
Assuming the atmosphere is clear enough to collect the sun, it provides a wealth of energy.Today, most solar construction projects power utilities.In the near future, solar panels will be affordable and therefore available for a wide range of individuals, families and companies.
The report of the International Energy Agency is estimated to be $2.2 trillion of $3.The 7 trillion for solar panels will target homeowners and small businesses.Determined to use the innovative wardenclyff concept of powe rstation in New York to create a global wireless power system.
Although tesla's vision was set by J.
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Morgan is in favor of Thomas Addison's approach and his theory is advanced..For long distances, the power can be converted to a sub-speed sound wave transmitted to the receiver, which will re-Convert the waves back to power.25-And accurately transmit the power to the receiving station.
These advances may provide a means for the transfer of energy grids and associated power cables in national infrastructure.These changes simplify the entire energy infrastructure while reducing the risk of national or global power outages.Electric cars.Below is a list of applications that will benefit from wireless power transmission (WPT.
Homes -Eliminating the power supply of copper wiring will greatly reduce the chance of structural explosion and fire.The U.S..Energy storage systems (E.G.Large-capacity batteries for automobiles, homes and industries have become an important global industry that could disrupt the utilities, automotive and mobile technology industries.More than 500,000 Americans drive electric and hybrid vehicles, accounting for more than 30% of global demand.
This makes the grid more flexible, efficient and resilient, driving 256% growth in system deployment --In the last quarter of 2015, more equipment was installed than in the previous two years combined.In the next 25 years, our current energy network will be affordable and independent.Renewable energy systems.The energy industry will gradually emerge from utilities that use fossil fuels and nuclear energy.
Efficient manufacturers of solar and fixed energy systems (using artificial intelligence and robots) will provide the necessary independent power for each home and business.This technology has been developed using nanotechnology.The company is currently developing batteries using nano-materials.
These batteries have the potential to be used for decades and charge faster than conventional batteries.Nuclear fusion will power energy.as âx80x9c...The process in which the gas is heated and separated into ions and electrons.When the ions are hot enough, they can overcome mutual exclusion, collision, and fusion.
When this happens, they release about 1 million times more energy than the chemical reaction, and 3-4 times more powerful than fission reaction.).It is possible to stabilize the temperature to hundreds of millions of degrees.With such containment, energy can be released in a controlled manner that can be used.
Fusion reactions take advantage of the most abundant atoms in the universe, hydrogen, which can provide the Earth with millions of years of energy.High-speed space propulsion and travel.Mars will arrive in 1 month (not 6 months ).Long term destructionRadioisotopes (I .E.3d printing-3d printing---Build a digital 3D model by layering it into a solid object.
The technology was first invented in the 1980 s and has been used since then for rapid prototyping (RP ).However, in the past few years, 3D printing has begun to develop into the nextA generation of manufacturing technologies with the potential to allow local, online manufacturing technologiesThe production of the final product or its parts is required.In the next 10 years or so, there will be a major paradigm shift in 3D printing.
.All digital technologies are made up of a small amount of information.We will transition from physical objects made of continuous materials to physical objects made of small blocks.Print with separate blocks, small Lego blocks if you want.
We have made buildings with bricks and the idea of making things with building blocks is good --We can also bring it into print..The future of the 3D printing trend goes to any scale, from the beginning.The basic structure of a building was built in less than 14 hours.
The dome-The structure like this is 50 feet in diameter and 12 feet in height.The prototype is basically a vehicle with a large industrial robot arm for reaching out and a smaller arm for dexterity.Different tools can be attached to smaller arms such as a welding system or a spray head for building materials such as a foam spray.
The long-The word vision is for the system to work in places like Antarctica, the moon and Mars, to build buildings with local materials such as ice or moon dust.Some structures cannot be considered by conventional techniques, but it is possible to consider them now with 3D printing techniques.(ie.Advances in 3D printing technology will enable us to create human tissue in the laboratory.
Tissue Engineering is one of the exciting new advances in medical 3D printing.3d of the country-Printed bio-robots may float on our bodies in the near future, targeting tumors, releasing drugs, sensing and neutralising toxins, and acting as cell-repair personnel.3D printing in nanotechnology worldwide is using 3D printing nanotechnology for a lot of research workmodels.
An important use of this technology is in the medical field.Scientists at the University of California, San Diego (UCSD) are using 3D printed nanofish --There are platinum shaped objects on the tail.These nano-Objects use propulsion to deliver drugs to specific parts of the patient's body, or to carry out toxic cleaning.
Nanotechnology is science, engineering, and technology on a nano scale of about 1 to 100 nanometers.The ratio of Earth to children's marble is about 1 m to Nano.It is tens of thousands of times smaller than the length of ants.
The thickness of a piece of paper is about 100,000 nm.Red blood cells are about 7,000-8,000 nm in diameter.The DNA chain is 2.5 nanometers in diameter.$75.It was $8 billion by 2020.Nanotechnology can solve the most complex problems facing our world.
Note that nanotechnology has the potential to improve human performance, bring sustainable development to materials, water, energy and food, prevent unknown bacteria and viruses, and even reduce the causes of peace destruction.Material Science: materials can effectively become stronger, lighter, more durable, more lively, and more sieveOther than many other features, such as or better electrical conductors.Bring faster, smaller, and more portable systems that manage and store more and more information.
Medical and health applications: Nano-solutions utilize the natural scale of biological phenomena to provide precise solutions for disease prevention, diagnosis and treatment.Energy Applications: nanotechnology will drive the development of clean, economic and renewable energy approaches, as well as ways to reduce energy consumption and reduce the burden of environmental toxicity.Environmental remediation: nanotechnology can detect and clean up environmental contaminants as energy improves.
Future transportation advantages: nanotechnology is expected to develop multi-functional materials to help manufacture and maintain materials that are lighter, safer, smarter and more self-containedRepair, more efficient infrastructure, vehicles, aircraft, spaceships, and ships.Other innovations in nano-electronics can also support enhanced transportation infrastructure that can communicate with vehiclesSystem-based, helps drivers maintain lane positions, avoid collisions, adjust travel routes to avoid congestion, and improve driving interfaces with on-board electronics.The researchers expect to have the first fully functional prototype of the nano-robot in the next 25 years.
Larger biological robots will be used before this happens..Medical nanobots will search for diseases or injuries in the body and repair them.Nano-robots can be used to remove cholesterol from arteries, thus saving a person from the heartattack.
If the heart itself needs to be repaired, the Nano Robot will work all the way to the injured place and do a microsurgery that people may not even feel, but it's easy to save lives.Nano robots not only have the ability to cure cancer, but also have the ability to discover many other forms of common diseases in the human body.Nanobots can remove things from your blood that don't belong there and effectively clear blocked arteries by removing cholesterol molecules one by one.
The atomic precision manufacturing proposed by Eric Drexler should be the possibility of some sort of capability in the next 25 years, extending from the basic Nano 3D printing outlined earlier to the present.The ability to assemble complex mechanical machines within the atomic precision range will be the next development of nanotechnology and 3D printing.This will require a new one.Once the technology has entered industrial use, the industrial revolution has reached its peak.
This can even be achieved by biological means.Learn about Nano.Many manufacturing industries may be eliminated and society may change forever.Molecular manufacturing could lead to another industrial revolution, radically changing the way we do business.
At the same time, this progress can make it easy and cheap to produce powerful weapons.Molecular manufacturing, also known as molecular nanotechnology, through the construction of target atoms by atoms or molecules, can produce new materials with better performance than existing materials.For example, the pillar of the aircraft must be very strong, but also very light.
Pillars can be built.
..Carbon atoms make lightweight materials that are stronger than diamonds.Biotechnology uses biological, tissue, cell, and molecular components to play a role in biology.These functions function by interfering with cellular processes, including their genetic material.
Computing and environment.
In 2001, the National Research Council was commissioned to research enabling biotechnology for the military.There are specific targets for the military to consider.Sensing the battlefield environment: a technology that describes the sensors and detection mechanisms.
Battlefield armorAccording to the army generalJoseph L.Electronic and computing: biotechnology such as molecular electronics, biological computing, biological molecular electronics and hybrid devices is regarded as a new field of biological computing.Mutations may provide proteinThe storage capacity based on electronic devices has increased by 300 times, and laid the foundation for artificial intelligence applications using neural computer memorye.
New materials: consider the technology of developing biological, biological-inspired and mixed materials.Logistics: consider small, functional foods, bio-energy sources and renewable resource technologies that can help reduce logistics support needs.Soldier health and performance: consider important advances in genomics and therapeutics that may improve the combat effectiveness of future soldiers.
-The genetic composition of children (intelligence, strength, health, etc.) is selected..).This is just a prediction that creates a possible outcome for children.For example, the 50 clones of Michael Jordan will not produce 50 superstar athletes, because it depends largely on one's motivation, desire, passion and professional ethics.
People will increasingly accept that we enhance our bodies safely in various ways.A new gene splicing technology has greatly improved the ability of scientists to accurately and effectively edit the human genome in embryos and adults.-In order to enhance memory and cognition, safe use of drugs (temporary or continuous use) is already on the rise and will continue.
Smart-boosting drugs are being used today to influence and/or enhance the process of thinking.Brain--Article: most of the brain so farComputer research focusing on rehabilitation;These devices are designed to restore function after a neurological illness or injury.Cochlear implants, for example, helps people with severe hearing loss listen, and retina implants helps blind people listen.
Neuro-Decoding motion of artificial limbsThe relevant intentions of the nervous system and use them to control the computer cursor or robot arm of the paralyzed patient.Brain-Computer interfaces may also be useful for children to treat neurological disorders (E.G.g.Autism, attention deficit ADHD, learning disabilities, neurodegeneration.
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Spinal muscle atrophy (SMA) or orthopedic injuryDue to limited alternative approaches to treatment interventions.BCI-Replacement or enhancement based on impaired function has the potential to improve the quality of life of these children and even prevent the development of the disease.It's possible to see the brain-As a platform for cognitive enhancement and human-computer interaction, the computer interface (BCI) is more widely used.
It is possible to achieve more machine collaboration with human potential.The BCI menu typed on the keyboard with your mind shows that there is a forever-on brain-Internet connection.Think about what the world would look like if everyone had 24/7 of their brains connected to the Internet in real time.
Just like a mobile phone connects an individual to a communication network, BCIs may also connect a personal brain to a communication network.Biotechnology can be part of solutions to many global problems such as climate change, aging society, food supply, energy supply and infectious diseases.Environmental biotechnology can simply be described as "the best use of nature by plants, animals, bacteria, fungi and algae to generate renewable energy, in a collaborative, integrated profit cycle, food and nutrients become the raw material of another process, and the waste of each process becomes the raw material of another process ".
It is useful in treating wastewater and preventing pollution.Environmental biotechnology is more effective in cleaning up waste than traditional methods.Bio-remediation is the most widely used application by environmental engineers to clean the environment.
They either add nutrients that stimulate bacterial activity to the soil at the waste site or add new bacteria to the soil that digests the waste and cleans the site.Bio-remediation is an interesting area of environmental biotechnology.It is widely used and reliable.Biotechnology is renowned for its application in food security, agriculture, climate change and climate change mitigation.
Biotechnology's industrial insulin Hexamer application is a profitable option for food and agricultural enterprises.In addition, these processes ensure minimal damage to the environment.Environmental biotechnology uses the biochemical potential of microorganisms and plants to preserve and restore the environment.
It promotes the sustainable and efficient use of natural resources such as fungi, plants, algae and bacteria in industrial processes.Our biological systems have the ability to absorb and control contaminants like free carbon sources from our environment and to keep our surroundings clean and green.Combined with the business process, it helps to form a balanced industrial framework with higher effectiveness, better use of natural resources, and maintain a green environment for our environment.
Green manufacturing technology and sustainable development are the key problems to be solved by environmental biotechnology.We have clear statistics showing that biotechnology increases production, translates into more food, and brings more income to farmers, which is important not only in the United States, it is also important in developing countries around the world.Agricultural biotechnology with an eye on sustainability reduces the environmental footprint of agriculture by improving soil, clean water, fewer pesticides and reducing the use of fuel.
It is expected that within a few years to ten years, the adaptation of crops to the extreme environment caused by climate change will be improved.Therefore, food production in this era should be promoted another time in order to maintain food supplies that have doubled their population.Biotechnology research to mitigate global warming should also be launched to maintain the use of new products.
These include: increasing the production of their own fertilizers (nitrogen) by grain crops ).The other is to absorb excess carbon dioxide produced by rice crops (and many other crops.Same as 15 nuclear power plants.Biotechnology can address 15% of greenhouse gases by strengthening livestock diets to reduce bowel and stool emissions.
Increasing Animal Health will reduce herd and related emissions.("DAC") the system is able to separate carbon dioxide (CO2) directly from the atmosphere on a large scale ).The DAC system uses chemicals that combine with CO2 but do not combine with other atmospheric chemicals such as nitrogen and oxygen to remove CO2 from the air.
All of these technologies contribute to a kind of "flywheel momentum" where progress in one field leads to progress in another, thus moving the flywheel faster.Machine learning, renewable energy, 3D-Printing, nanotechnology and biotechnology will bring about an exponential technological leap.Nanotechnology and machine learning promote each other.
Progress on one side will lead to progress on the other, thus accelerating innovation.So is the relationship between 3D printing and nanotechnology and biotechnology.With the accumulation and application of the field, machine learning will advance each subjectSpecific knowledge and intelligence.
These disruptions will gradually occur, and their adoption will lead to the transformation of civilization.Using all these trends to form a combination of technologies has greatly accelerated research.In the revival of manufacturing, ideas can become a reality immediately, and efficient production processes create abundant resources.
As humanity uses the information available to all to eliminate artificial political and dogmatic boundaries, deeper ties with others and countries will move forward.Rapid changes in technology may be confused with crises;People re-focus on morality, morality and faith for the common good.These important changes are moving civilization towards the best and highest goal of life.