eChapters

9.1 Introduction Numpy

Numpy: is apython package which stands for “Numerical python”.

This was created in 2005 by Travis Oliphant.

Using numpy we can perform the following functionalities:

1. Mathematical and logical calculation on array.

2. Fourier transforms and routines for shape manipulation.

3. It has built in functions for linear algebra random number generation.

4. Used for scientific calculations.

5. It is faster than python list.

6. It is fast because it is associated with c programming.

NumPy is often called as an alternate for MatLab (a programming platform designed specifically for engineers and scientists for data analysis, developing algorithms, create models and application etc.)

A well-managed nursery is essential for producing healthy, uniform, vigorous, and field-ready planting material. This chapter explains nursery planning, site selection, propagation structures, growing media, containers, trays, irrigation, fertilization, sanitation, pest management, hardening, and transplant quality assessment. Protected raising techniques using shade nets, polyhouses, insect-proof structures, and controlled environments are discussed for improving germination and seedling survival. Particular attention is given to biosecurity, disease prevention, substrate sterilization, water quality, and environmental control. The chapter also introduces quality indicators such as root development, shoot growth, and physiological fitness. Efficient nursery management reduces establishment losses and provides the foundation for productive and profitable horticultural enterprises.

9.1. Nutrient deficiency of corrective measures

9.1.1. Major and secondary nutrients

Nutrient film technique popularly known as NFT is one of the methods of soilless farming or hydroponics where in plants have their roots in a shallow stream of recirculating water containing all the nutrients required for plant growth dissolved without any solid growing medium. The lower portion of roots remain submerged in flowing nutrient medium in a water tight gully having enough air for the roots. The nutrient film technique was developed during the late 1960s by Dr Allan Cooper at the Glasshouse Crop Research Institute, England. The method is already used in commercial horticulture in many countries including India. NFT is potential for other crops such as animal fodder and even energy-source plants for fuel production.

NFT related technologies

Hydroponics : Cultivation of plants in nutrient solutions is known as hydroponic cutlivation. This ia gerally done under protected structures and in containers arranged horizontally or vrtically (vertical garden). Use of nutrient film or fertilizers is made to feed the plants. Hydroponics can be practiced following nutrient film technique method, trough method, deep water floating method and coco peat bag culture.

Abstract

Nutrition and genetics both have very crucial role in human health and in development of chronic diseases such as cancer, osteoporosis, diabetes and cardiovascular diseases. Difference between individuals in response to dietary intervention is a well-known phenomenon in nutrition research (Ordovas, 2008).The effect of dietary changes on phenotypes such as blood cholesterol, body weight and blood pressure can differ significantly between individuals (Ordovas et al., 2007). Various bioprocess i.e. ingestion, absorption, digestion, transport, metabolism and excretion of nutrients and food bioactive components in human body is carried out through proteins such as enzymes, receptors, transporters, ion channels and hormones. Genetic variation leads to altered production and affect functional properties of these proteins. Furthermore nutritional efficacy is also different among different individuals which might be affected by nutritional status. Thus diet and gene expression are interrelated and have a mutual effect on physiology of human body.

    1.    Nutrients : Chemical substances obtained from food and used in the body to provide energy, structural materials, and regulating agents to support growth, maintenance, and repair of the body’s tissues. Nutrients may also reduce the risks of some diseases.
    2.    Carbohydrate, fat, and protein are sometimes called macronutrients because the body requires them in relatively large amounts (many grams daily). In contrast, vitamins and minerals are micronutrients, required only in small amounts (milligrams or micrograms daily).
    3.    The international unit for measuring food energy is the joule, a measure of work energy. To convert kcalories to kilojoules, multiply by 4.2; to convert kilojoules to kcalories, multiply by 0.24.
    4.    Essential nutrients : Nutrients a person must obtain from food because the body cannot make them for itself in sufficient quantity to meet physiological needs; also called indispensable nutrients. About 40 nutrients are currently known to be essential for human beings. Energy-yielding nutrients: the nutrients that break down to yield energy the body can use:

Introduction

Nutritional value of food stuff is defined by its ability to provide nutrients required by the body. Proteins, carbohydrates, fats, minerals and vitamins are main ingredients in food stuffs. Wheat is an important source of these nutrients. The distribution of nutrients within wheat kernel is typical of many cereals. Nutrients are generally found in the highest concentrations in the germ or embryo and in the aleurone cells surrounding the starchy endosperm followed by bran, whole wheat flour and white flour in decreasing order. Of special importance is that it contains the entire B complex, except for vitamin B12. B vitamins function as cofactors in many metabolic reactions involved in the release of energy. The germ, which includes the scutellum, is especially rich in vitamins B and E, high quality protein, unsaturated fats, minerals, and carbohydrates. The bran consists mostly of the insoluble carbohydrate cellulose, and contains incomplete protein, traces of B vitamins, and minerals including zinc and iron. The endosperm is the largest part of the grain, and consists mostly of the carbohydrate starch, incomplete protein, and trace amounts of vitamins and minerals. Significant variations in the content of grains occur because of variety, crop year, area, fertilizer, and soil type.

16.1 OOP in python

Object-oriented programming (OOP) is a programming language model which organized object and data.

16.1.1 What is Encapsulation

If same variable is reapet in two different palce then which problem is solved using encapsulation it means one variable is making private otherwise program generate error.

16.1.2 Abstraction

Abstraction in Python is the process of hiding the real implementation of an application from the user and emphasizing only on usage of it. For example, consider you have bought a new electronic gadget. Along with the gadget, you get a user guide, instructing how to use the application, but this user guide has no info regarding the internal working of the gadget.

Another example is, when you use TV remote, you do not know how pressing a key in the remote changes the channel internally on the TV. You just know that pressing + volume key will increase the volume.

Fill in the Blanks

1.The highest amount of rain is received in India by _______ Monsoon

2.Country with largest irrigated area in the world is _______

3.The major source of irrigation water in Andhra Pradesh is _______

4.The annual water budget of India is about _______ million ha meters

5.Ultimate irrigation potential in India is _______ m. ha.

6.The portion of the total rainfall that is retained in the soil directly for evapotranspiration is _______ M ha m

7.The first irrigation commission was constituted in the year _______

t is the method of gathering the data by seeing, hearing and then recording the observation on the phenomenon/behavior of the respondent rather than the subjects’ self-reporting of the response.

15.1 Introduction

The oceans cover 71% of the earth’s surface and it acts a natural collector and store of solar energy. On an average day, 60 million sq. km. of tropical seas absorb an amount of solar radiation equivalent in heat content to about 245 billion barrels of oil, if this energy could be trapped, large scale renewable source becomes available especially for tropical countries. The energy available in the ocean is clean, continuous throughout the year and renewable.

Renewable energy contribution to the available energy resources is very important to the country as it is presently facing an energy resources crunch. Out of the total installed capacity of approximately 370.106 GW as on March 2020, Renewable Power Plants including hydro-electric plant contribute 35.86 % of total installed capacity. However, with the present increase in demand, more attention is required to extract the renewable sources so that at least 50 to 60 % share for the total energy requirement by the renewable energy sources.

There are various forms of ocean energy such as Ocean Thermal Energy Conversion (OTEC), Wave Energy, Tidal Energy, Salinity Gradient Energy, Offshore Wind Energy, Marine Currents, Marine Biomass Conversion. Among these, the first three forms are likely to be technically viable for the future.

More recently Ministry of New and Renewable Energy (MNRE), Government of India hasdeclared Ocean Energy as renewable energy, and clarified to all the stakeholders that energy produced using various forms of ocean energy such as tidal, wave, ocean thermal energy conversion among others shall be considered as renewable energy.

MNRE reported that, the total identified potential of tidal energy is about 8000 - 9000 MW, with about 7000 MW in the Gulf of Cambay in Gujarat, about 1200 MW in Gulf of Kutch and less than 100 MW in Sundarbans. Primary estimates of wave energy potential along Indian coast are about 5 – 15 MW/m, so that theoretical estimates are around 40 – 60 GW. Ocean Thermal Energy Conversion (OTEC) has a theoretical potential of 180,000 MW in India subject to suitable technological evolution. As of date, there is not any installed Ocean Energy capacity in India.

11.1 Introduction

More than 70% of Earth’s surface is covered by the ocean, the world’s largest solar energy collector and storage system. By utilizing only a small portion of this energy, we can meet all the energy needs around the world. As long as the sun shines and there are natural ocean currents, Ocean Thermal Energy Conversion (OTEC) energy source is free, abundant, and continually replenished. It is estimated that 3 to 5 terawatts (1 terawatt is 1012 watts) of baseload power generation can be practically harvested without affecting ocean temperatures or the environment of the planet. this is about the twice the global demand for electricity. Oceans are therefore an abundant renewable resource, offering a sustainable method for the production of electricity in the future. 

INTRODUCTION
A tractor engine oil filter operates by directing engine oil through a pleated paper filter element that captures dirt, metal debris, and other contaminants. This process ensures that only clean oil returns to the engine, preventing internal parts from experiencing excessive wear and tear by maintaining a clean lubrication system. The filter is typically equipped with a bypass valve to maintain oil circulation even if the filter becomes partially clogged, thus safeguarding the engine from potential damage due to oil starvation. Essentially, the engine oil filter is designed to continuously purify the oil, removing harmful impurities such as particles created by the constant friction between moving parts, dust from environmental contamination, and carbon residues from combustion.
OIL FILTER
An oil filter is a mechanical device designed to remove contaminants, dirt, and unburned fuel from the circulating oil in an engine. Its primary function is to

Introduction
Oil palm (Elaeis guineensis Jacq.), a tropical perennial tree native to West Africa, is the most productive oilseed crop for biodiesel, yielding up to 5 tons of oil per hectare (Mekhilef et al., 2011). Indonesia and Malaysia are the largest global producers, accounting for over 85% of the world’s palm oil (Atabani et al., 2012). Palm oil is extracted from the fruit of the oil palm and is widely used in both food and fuel applications. However, its cultivation has raised environmental concerns, including deforestation, habitat loss, and carbon emissions (Gui et al., 2008). Efforts are being made to promote sustainable palm oil production to mitigate these impacts (Mekhilef et al., 2011). Deforestation, habitat loss, and carbon emissions are only a few of the serious environmental issues brought on by its cultivation (Fargione et al., 2008). Oil palm plantation growth has been connected to a decline in biodiversity, especially in tropical rainforests that are home to endangered species like Sumatran tigers and orangutans (Fitzherbert et al., 2008). According to Carlson et al. (2013), the conversion of peatlands for the production of oil palm contributes to climate change by increasing greenhouse gas emissions.
History of Oil Palm as Biodiesel Feedstock
Oil palm has been used for cooking and lighting for thousands of years in Africa and Southeast Asia (Obahiagbon, 2012). Research into its use as a biodiesel feedstock began in the 1980s, with Malaysia pioneering biodiesel development (Zainal et al.,2017).
• 1982: The Palm Oil Research Institute of Malaysia (PORIM) successfully tested palm oil-based biodiesel in diesel engines (Yusoff, 2006).
• Early 2000s: Commercial production expanded in Indonesia and Malaysia, driven by government policies and renewable fuel demand (Mekhilef, 2011).
• Sustainability challenges have led to the establishment of certification schemes such as the Roundtable on Sustainable Palm Oil (RSPO) (Ruysschaert & Salles, 2014).

14.1 Introduction

An oil spill (or slick) is the intentional or unintentional release of oil into the natural environment as a result of human activity. The term often refers to marine oil spills where oil is released into the ocean or coastal waters (Fig. 14.1).

Oil can refer to many different materials, including crude oil, refined petroleum products or by-products, oily refuse, oil mixed in waste, or oily ballast. Oil is also released into the environment from natural geologic seeps on the seafloor, as along the coastline. The fate, behavior, and environmental effects of spilled oil can vary depending upon the type and amount of material spilled. In general, lighter refined petroleum products such as diesel and gasoline are more likely to mix in the water column and are more toxic to marine life, but tend to evaporate relatively quickly and do not persist long in the environment. Heavier crude or fuel oil, while of less immediate toxicity, can remain on the water surface or stranded on the shoreline for much longer. Oil from the Exxon Valdez and Gulf War oil spills, while weathering over time, has persisted along the shoreline for years after the spill.

11.1 General

The world is currently facing a critical turning point in its pursuit of sustainable energy solutions. With the global population growing and concerns about climate change increasing, it is crucial to move away from finite fossil fuels and towards renewable alternatives. One promising contender in this field is biodiesel, which has the potential to power our future while also reducing environmental impacts. At the heart of biodiesel production lies the complex process of oil-based biomass processing. This involves extracting valuable oils from various sources and using them to create renewable and eco friendly fuel. Oil-based biomass processing is a dynamic intersection where innovation meets necessity, combining chemistry, engineering, sustainability, and environmental consciousness. It is an intricate and multifaceted endeavor requiring careful attention to detail and a collaborative effort to succeed.

Aim: To perform open and short circuit test on a single-phase transformer, to obtain equivalent circuit parameters.

Open circuit test

The core loss or iron loss i.e. the no-load loss in a transformer is determined by performing the no-load test at normal sine wave impressed voltage. Through the iron loss in a transformer is not governed by the supply being connected to primary or secondary side but when measuring this no-load loss.

It is usually more convenient and safer to supply the voltage to the low voltage side. This makes the test apparatus cheaper and becomes safer for the low testing personal. To determine the shunt branch parameter of the equivalent circuit, the primary side (L.V.) is connected to a normal supply voltage and rated frequency and secondary side (H.V.) is left open with care so that there is no possibility of coming in contact with any part of (H.V.) terminals. The wattmeter connected in the primary (L.V.), will then read the total hysteresis.

ABSTRACT

There is a tremendous growth in the open educational resources in the recent past and large number of universities and academic organisations are making their resources freely available over the internet which has become a significant source of open educational content. Open education movement are built on the belief that anyone can use, access, reuse and redistribute these educational resources without any constraints. These Open education movements are helping educational community worldwide in making education more accessible and in making it more effective. In this chapter effort has been made to provide an overview of the history and emergence of open educational resources’ movement. This chapter also explains the various characteristics and sources of open educational resources. This chapter will help the libraries and librarians to know about open educational resources initiatives and to incorporate them in their libraries for effective resource delivery and disseminations.

Keywords: ICT, OER, Open educational resources, Digital resources, Digital repositories.

The rapid expansion of Large Language Models has created two major development ecosystems: open-source models that emphasize transparency, accessibility and community participation, and proprietary models that emphasize centralized control, commercial support and scalable services. This chapter provides a comparative examination of these approaches across technical, economic, ethical and operational dimensions. Open-source models typically provide access to model architectures, weights and development tools, enabling researchers and organizations to inspect, modify, fine-tune and deploy models for specialized applications. Their community-driven nature can accelerate innovation and reduce barriers to experimentation. Proprietary models, in contrast, generally provide controlled access through commercial APIs or platforms and may offer optimized infrastructure, enterprise support, security mechanisms and large-scale deployment capabilities. The chapter compares the two approaches in terms of transparency, customization, licensing, scalability, accessibility, security, cost, accountability and innovation potential. It also discusses the advantages and limitations of each model for startups, academic institutions, enterprises and researchers. Rather than presenting a universal winner, the chapter emphasizes that model selection should depend on application requirements, available resources, governance needs, technical expertise and desired levels of control.

2.1 Definition and Concept

An operating system (abbreviated as ‘OS’) is the program that, manages all the other programs in a computer. Every general-purpose computer must have an operating system. It provides support for the loading and execution of other programs which are known as Application Programs.