Upgrading the Future of Defense with Data Science

We have entered the second decade of the 21st century and thinking of setting up colonies on the moon. The technological advancement has been huge in the past decade, with the latest technologies becoming obsolete within a matter of months. We live in the age of the internet where everything and everyone is connected every moment with the help of the internet.

The average number of people using the internet has risen considerably in the past few years thanks to the decreasing prices of internet services and automation of most work processes. The majority of the jobs and professions has evolved and become more advanced, so they continuously use the internet for their work process. We buy most of our things be it our party clothes or even our daily groceries from online sellers. The world is now running on another fuel and that is the internet.

With all these increased consumption of the internet, another factor has entered the play and that is the concept of Data Science. Whenever we use the internet or any digital medium for any purpose some data is generated.

data-scientists

Once the scientists and engineers solved the problem of storage of the exorbitant amount of data that is produced daily, we moved on to devising new and innovative ways to utilize this data and obtain the necessary and useful information.

Data Science Certification in Hyderabad is the implementation of various analytical methods on the data to reveal useful information. It is a wide area and consists of a large number of methods and processes.

Application of Data Science in Defense Sector

The threats from terrorism and trade wars are now more than ever and since the major portion of national income of any country goes into improving the defense systems of the nation, it is understandable that technological advancements would also be applied to the systems to make them stronger.

Constant research and development by the data scientists have provided us with much-advanced technology that can be efficiently implemented in the defense systems. Data science has radically changed the landscape of defense and military industry of almost all the major nations in the past 2 or 3 years. Many technologies that we had seen before only in Hollywood sci-fi movies are a reality now and most of them owe their existence to data science.

Every potential threat to the security of the nation is also equipped with modern technologies and hence to tackle them, we also need to make technologically advanced defense mechanisms.

data-science-defence-sector

Some of the common applications of data science in defense systems are as follows:

  • For improving transportation and logistics. Various data about previous transportation and logistics could be processed with the help of data science and we can obtain the most efficient routes and techniques.
  • The most popular use of data science is to extrapolate the enemy history data to extract various patterns in their attacks and routes and we can take the measures to prevent them accordingly.
  • Data science is used to reinforce digital security to provide better protection for the sensitive information that might be hacked from any digital platform.
  • It can be used for threat monitoring 24/7 and also for detecting potential threats.
  • Data science is increasingly being used for creating virtual medical assistants for soldiers to provide the most effective care and medical help on the battlefield.

Every day the data scientists are working hard to come up with new and more efficient applications of data science in the defense systems. The market for data science is ripe right now and if you are a data scientist or interested in becoming one then you should be putting your pedal to the metal and explore the applications of Data Science Training Institute in Hyderabad in defense.

Issues Confronting Biomass Energy Ventures

Biomass resources can be transformed into clean energy and/or fuels by thermal and biochemical technologies. Besides recovery of substantial energy, these technologies can lead to a substantial reduction in the overall waste quantities requiring final disposal.

Biomass_Cogeneration

However, biomass energy projects worldwide are often hampered by a variety of techno-commercial issues. The issues enumerated below are not geography-specific and are usually a matter of concern for project developers, entrepreneurs and technology companies:

Large Project Costs

In India, a 1 MW gasification plant usually costs about USD 1-1.5 million. A combustion-based 1 MW plant would need a little more expenditure, to the tune of USD 1-2 million. An anaerobic digestion-based plant of the same capacity, on the other hand, could range anywhere upwards USD 3 million. Such high capital costs prove to be a big hurdle for any entrepreneur or renewable energy enthusiast to come forward and invest into these technologies.

Low Conversion Efficiencies

In general, efficiencies of combustion-based systems are in the range of 20-25% and gasification-based systems are considered even poorer, with their efficiencies being in the range of a measly 10-15%. The biomass resources themselves are low in energy density, and such poor system efficiencies could add a double blow to the entire project.

Dearth of Mature Technologies

Poor efficiencies call for a larger quantum of resources needed to generate a unit amount of energy. Owing to this reason, investors and project developers find it hard to go for such plants on a larger scale. Moreover, the availability of only a few reliable technology and operation & maintenance service providers makes these technologies further undesirable.

Gasification technology is still limited to scales lesser than 1 MW in most parts of the world. Combustion-based systems have although gone upwards of 1 MW, a lot many are now facing hurdles because of factors like unreliable resource chain, grid availability, and many others.

Lack of Funding Options

Financing agencies usually give a tough time to biomass project developers as compared to what it takes to invest in other renewable energy technologies.

Non-Transparent Trade Markets

Usually, the biomass energy resources are obtained through forests, farms, industries, animal farms etc. There is no standard pricing mechanism for such resources and these usually vary from vendor to vendor, even with the same resource in consideration.

High Risks / Low Pay-Backs

Biomass energy projects are not much sought-after owing to high project risks which could entail from failed crops, natural disasters, local disturbances, etc.

Resource Price Escalation

Unrealistic fuel price escalation too is a major cause of worry for the plant owners. Usually, an escalation of 3-5% is considered while carrying out the project’s financial modelling. However, it has been observed that in some cases, the rise has been as staggering as 15-20% per annum, forcing the plants to shut down.