This document describes a project to predict house prices in Bengaluru, India using machine learning. It outlines the dataset used, data cleaning and feature engineering steps, outlier detection and removal processes, model creation using linear regression, and validation techniques. The final model achieved 87% accuracy in predicting house prices based on features like location, area, number of bedrooms and bathrooms. A function was also created to allow users to input these features and get a predicted price output.
Prezentacija sadrži slike za kompletan nervni sistem. Korištena je pri predavanju o nervnom sistemu u opštoj gimnaziji.
Sadrži: definiciju nervnog sistema, nervnu ćeliju, sinapsu, nervni put, podjelu nervnog sistema, kičmu i kičmenu moždinu, mozak i glavni nervi, dijelove mozga, režnjeve, refleksni luk, limbicki sistem, vegetativni nervni sistem (simpatikus i parasimpatikus).
Napomenjim da prezentacija ne sadrži puno teksta, ali sadrži mnoštvo slika koje olakšavaju objašnjavanje gradiva. Uz to, uz pomoć gif-ova su prikazani centri koji su smješteni u zasebnim dijelova nervnog sistema što daje prezentaciji interesantnost ali i omogućava učenicima da lakše zapamte.
Prezentaciju uradila Kasum Lejla, treći razred gimnazije, za potrebe referata iz biologije na datu temu "Nervni sistem".
Prezentaciju možete prilagoditi sebi, ali bi mi značilo ukoliko zadržite moje ime na samom dnu.
Agriculture is the backbone of the Indian economy, providing employment and contributing significantly to national income. Agricultural economics examines human behavior in farm production, distribution, and consumption according to Prof. Goodwin's definition. Some features of Indian agriculture include traditional land tenure systems, old farming techniques, and crop diversification patterns. Problems include unequal land distribution, poor farming practices, inadequate infrastructure and inputs, and low productivity. Causes of low productivity are socioeconomic factors, lack of finance and investment, small farm sizes, defective land tenure systems, and lack of high-yielding seeds, fertilizers, irrigation, and research. Remedies proposed include land consolidation, addressing natural constraints, modernizing techniques, and proper government intervention through subsidies and loans
This document describes a project to predict house prices in Bengaluru, India using machine learning. It outlines the dataset used, data cleaning and feature engineering steps, outlier detection and removal processes, model creation using linear regression, and validation techniques. The final model achieved 87% accuracy in predicting house prices based on features like location, area, number of bedrooms and bathrooms. A function was also created to allow users to input these features and get a predicted price output.
Prezentacija sadrži slike za kompletan nervni sistem. Korištena je pri predavanju o nervnom sistemu u opštoj gimnaziji.
Sadrži: definiciju nervnog sistema, nervnu ćeliju, sinapsu, nervni put, podjelu nervnog sistema, kičmu i kičmenu moždinu, mozak i glavni nervi, dijelove mozga, režnjeve, refleksni luk, limbicki sistem, vegetativni nervni sistem (simpatikus i parasimpatikus).
Napomenjim da prezentacija ne sadrži puno teksta, ali sadrži mnoštvo slika koje olakšavaju objašnjavanje gradiva. Uz to, uz pomoć gif-ova su prikazani centri koji su smješteni u zasebnim dijelova nervnog sistema što daje prezentaciji interesantnost ali i omogućava učenicima da lakše zapamte.
Prezentaciju uradila Kasum Lejla, treći razred gimnazije, za potrebe referata iz biologije na datu temu "Nervni sistem".
Prezentaciju možete prilagoditi sebi, ali bi mi značilo ukoliko zadržite moje ime na samom dnu.
Agriculture is the backbone of the Indian economy, providing employment and contributing significantly to national income. Agricultural economics examines human behavior in farm production, distribution, and consumption according to Prof. Goodwin's definition. Some features of Indian agriculture include traditional land tenure systems, old farming techniques, and crop diversification patterns. Problems include unequal land distribution, poor farming practices, inadequate infrastructure and inputs, and low productivity. Causes of low productivity are socioeconomic factors, lack of finance and investment, small farm sizes, defective land tenure systems, and lack of high-yielding seeds, fertilizers, irrigation, and research. Remedies proposed include land consolidation, addressing natural constraints, modernizing techniques, and proper government intervention through subsidies and loans
Presentation of Ukrenergo CEO Vsevolod Kovalchuk regarding involvement of solar and wind power plants in the capacity coverage of the Integrated Power System of Ukraine.
Kyiv, April 03, 2018.
Uzbekistan has abundant oil and gas resources but is seeking to diversify its energy sector. Renewable energy potential, especially for solar power, is high but development has been hindered by high upfront costs and a lack of legislative support. Recent laws have introduced feed-in tariffs and tax incentives to attract private investment in renewable energy projects, though state-owned utilities still dominate the sector.
TIMES-Kazakhstan: from a national to a regional analysis and modelingIEA-ETSAP
This document summarizes the development and modeling results of TIMES-Kazakhstan, an energy system model developed to analyze Kazakhstan's energy system at both the national and regional level through 2050. Key findings from the model include that meeting Kazakhstan's energy efficiency and emissions reduction targets would require significant improvements in energy efficiency as well as higher natural gas use. The model also shows differences between Kazakhstan's regions in terms of energy consumption, fuel mix, and emissions. Future work includes further developing the regional models to better represent energy flows within and between each of Kazakhstan's 14 regions.
The document provides an overview of renewable energy sources and development in India. It discusses factors driving the growth of alternative energy sources like limited fossil fuels and environmental concerns. Key policies like the Electricity Act of 2003, National Electricity Policy of 2005, and National Action Plan on Climate Change of 2008 established targets and mechanisms to promote renewable energy. India has significant potential for various renewable sources like solar, wind, biomass, small hydro and tidal due to geographical and climatic conditions. Various regions in India are suited for different renewable technologies based on available resources and potential. The document outlines the growth of installed capacity for different renewables over time and discusses site selection criteria for technologies like wind power.
The document discusses opportunities for alternative energy investment in Kazakhstan. It outlines various state support measures to promote renewable energy sources, including granting land, guaranteeing purchase of electricity, exempting from connection and transmission fees, introducing feed-in tariffs, and providing subsidies. Key renewable resources in Kazakhstan are identified as wind (potential of 920 billion kWh/year), small hydropower (potential of 2.5 billion kWh/year), and solar energy (potential of 2500-3000 hours of sunshine per year). The state plans to launch new wind, small hydropower, and solar projects through 2020 to increase the share of renewable energy from the current 0.5% to higher levels.
This document analyzes the economic impact of increasing electricity generation from renewables in Pakistan. It outlines that fossil fuels currently make up 62% of Pakistan's electricity mix but have the second highest per unit cost at Rs. 30. Renewables like solar and wind only make up 1-2% of the mix but have the lowest per unit costs of Rs. 6.6 and Rs. 9.6 respectively. The document models replacing 50% of fossil fuel generation with 33% wind and 17% solar. This results in an estimated annual savings of $5 billion and a reduction in average per unit cost from Rs. 23.9 to Rs. 16.9. Therefore, replacing fossil fuels with more renewables could significantly reduce electricity
This document summarizes solar power technology and development in India. It discusses India's growing electricity demand and potential for solar power given its solar resources. India's cumulative solar installations have reached over 1 GW but account for a negligible proportion of capacity. Several states like Gujarat and Rajasthan are leading in solar development. The Jawaharlal Nehru National Solar Mission aims to achieve 20 GW of solar capacity by 2022 to meet India's renewable energy targets and achieve grid parity. The document outlines India's domestic solar manufacturing goals and existing production capacities. It also provides an overview of different solar PV technologies and their efficiencies.
1) The document discusses using energy distance to more accurately allocate the environmental impacts of an electric power grid. Energy distance considers both the amount of electricity consumed and the transmission distance from generation sources.
2) It applies this concept to Chile's main power system from 2007-2012, representing 92% of the country's population. The network contains 466 nodes including power plants, substations, and transmission lines.
3) Calculating energy distances allows environmental impacts like greenhouse gas emissions to be re-allocated based on both electricity usage and transmission loads, providing a more comprehensive assessment than traditional allocation methods.
15.02, Group 1 — Problems concerning sustainability of Energy System in UkraineWDC_Ukraine
The document summarizes problems with the sustainability of Ukraine's energy system. It discusses issues in the economic, ecological, and social dimensions. Economically, Ukraine relies heavily on imported resources and outdated technologies. Ecologically, the energy system pollutes the environment significantly. Socially, many Ukrainians prioritize cheap energy over environmental concerns. Renewable sources like wind and hydro offer potential, but Ukraine faces challenges developing renewables due to the large investments required and lack of government support.
Ukraine has excellent technical renewable energy potential supported by feed-in tariffs and policies. The feed-in tariff payments are guaranteed until 2030 to ensure long-term investment security, and the tariff is adjusted monthly for inflation. Recent improvements to permitting and licensing have increased Ukraine's rank in indicators of ease of doing business.
The former Yugoslav Republic of Macedonia introduced feed-in tariffs for renewable energy in 2007 to exploit its technical potential for renewable electricity generation. Despite favourable legislation, increased installed renewable energy capacity has remained low due to bureaucracy and complex permitting processes. Various small hydropower and wind power projects are currently under development. Macedonia has committed to a 28% renewable energy target by 2020 in line with EU directives.
The document discusses the development of India's electricity grid system. It provides details on:
1) How India's interstate and intrastate transmission systems were interconnected in the 1960s to form the national grid overseen by the Government of India. Power Grid Corporation of India (PGCIL) was established in 1989 to implement this national grid.
2) PGCIL now operates India's transmission network of over 134,000 circuit km at EHVAC and HVDC levels. The network includes 214 substations with a total transformation capacity of 278,862 MVA.
3) The completion of the Raichur-Solapur 765kV transmission line interconnects India's regional grids into a single
Energy generation by crystalline silicon photovoltaic network per meter squa...IJECEIAES
This document summarizes the results of a study on energy generation by crystalline silicon photovoltaic networks per square meter in various cities across Iraq. The study found that northern cities like Dohuk, Erbil, and Sulaymaniyah generated less electricity on average in the winter months compared to southern cities, with differences of 40-50%. Overall, Iraq has stable PV generation year-round except in northern cities. The cities of Najaf and Al-Anbar generated the highest amounts of electricity. PV output was calculated for vertical-axis, inclined-axis, and dual-axis tracking systems, with dual-axis tracking providing the best results.
Energy Analysis Plays an Important Role in Purchase DecisionsAvijit Choudhury
This document discusses factors to consider for electricity purchase decisions in Indonesia. It outlines electricity generation and pricing in Indonesia, noting heavy reliance on fossil fuels like coal and oil. Grid electricity prices are regulated and subsidized. Expanding generation from renewable sources like hydro, geothermal, and solar is a national goal. The document also compares costs of electricity from the grid versus gas-fired or coal-fired captive power plants for a factory, noting factors like fuel costs and efficiency. Waste heat recovery and use of gas-fired heat pumps can further reduce factory energy costs versus grid or conventional options.
Electricity prices on Ukraine's day-ahead market increased 6.7% in September 2021 compared to August, while volume traded decreased 4.6%. Renewable energy generation decreased to 7.6% of total generation. Household debt for electricity fell 4.5% in September. NordPool, OMIE, and GME prices in selected EU markets increased 30-50% from August levels.
The document discusses environmental challenges facing Easter Island and sustainability more broadly. It notes that Easter Island's population grew until peaking at around 7,000 people in 1550, but as the island's forests were cut down and resources depleted, war and cannibalism increased. The document outlines some of the greatest environmental challenges facing the world today like climate change, pollution, and loss of biodiversity. It discusses the concept of sustainability and how we can balance meeting current needs without preventing future generations from meeting their own needs. The document also discusses the "tragedy of the commons" and challenges of managing common resources on a global level.
This document provides an overview of corruption, including definitions, forms, and international efforts to address it. It defines corruption as the abuse of power for private gain. It discusses forms like bribery, embezzlement, and state capture. The UN Convention against Corruption aims to prevent and criminalize corrupt acts and promote international cooperation. Other agreements like the OECD Anti-Bribery Convention and FCPA also regulate cross-border bribery. The document examines anti-corruption frameworks and gives examples of recovered corrupt assets programs.
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Kyiv, April 03, 2018.
Uzbekistan has abundant oil and gas resources but is seeking to diversify its energy sector. Renewable energy potential, especially for solar power, is high but development has been hindered by high upfront costs and a lack of legislative support. Recent laws have introduced feed-in tariffs and tax incentives to attract private investment in renewable energy projects, though state-owned utilities still dominate the sector.
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1) The document discusses using energy distance to more accurately allocate the environmental impacts of an electric power grid. Energy distance considers both the amount of electricity consumed and the transmission distance from generation sources.
2) It applies this concept to Chile's main power system from 2007-2012, representing 92% of the country's population. The network contains 466 nodes including power plants, substations, and transmission lines.
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TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
1. SOLAR ENERGY IN UZBEKISTAN
OPPORTUNITIES AND CHALLENGES
Murod Khusanov
2. UZBEKISTAN
Population: 32,387 thousand
GDP per capita: $ 1,533
GDP growth rate: 5.2%
Doing business: 67.40 (Rank 76)
TI Corruption Perception Index: 23 (Rank 158)
OECD Country Credit Risk: 5
Population growth rate World vs Uzbekistan, Source: World Bank
Literacy rate 99.99%
Urbanized population 36.2%
3. UZBEKISTAN - ENERGY
Energy consumption per capita, Source: World Bank Fossil fuel energy consumption, Source: World Bank
Power generation and transmission in Uzbekistan, Source: Uzbekistan electro energy concept 2030
5. UZBEKISTAN - ENERGY
Challenges to overcome
• Low efficiency of TPPs
• Poor assets condition
• Location of power assets
• Poor assets condition
• High level of losses
• Low tariffs
• High debt rate
Electricity price:
- for industrial sector - $0.44/kWh
- for households - $0.033/kWh*
*the prices will apply starting from 1 June 2019
6. 7 TPPs
3 Combined heat and
power plants
29 HPPs 7 HV
transmission
networks
14 regional
branches
7. UZBEKISTAN – SOLAR ENERGY
Resource assessment
(Asian Development Bank)
Solar resource assessment on 6 selected sites based on:
• Evaluation of expectable irradiation (global horizontal and direct beam) from
publicly available sources
• Acquisition of satellite data for long-term evaluation
• Installation and operation of Automatic Weather Stations for measurement of
meteorological data on ground
• Adjustment of satellite data with measurements from ground stations
• Detailed data analysis with derivation of expectable long-term annual mean
values for global and direct beam irradiation, evaluation of data uncertainty and
generation of TMYs for each site
8. UZBEKISTAN – SOLAR ENERGY
Resource assessment
(Asian Development Bank)
▪ Dagbid (Samarkand)
▪ Parkent (Tashkent)
▪ Karmana (Navoi)
▪ Guzar
(Kashkardarya)
▪ Sherabad
(Surkhandarya)
▪ Pap (Namangan)
10. UZBEKISTAN – SOLAR ENERGY
Mean daily irradiation for all 6 sites derived from long-term satellite data
(12 months ground data adjusted):
11. UZBEKISTAN – SOLAR ENERGY
Annual long-term mean of satellite data in Uzbekistan
(from >13 years of data)
12. UZBEKISTAN – SOLAR ENERGY
Annual GHI time series (satellite data)
Comparison with other data sets
Range of mean annual value
Global Horizontal Irradiation:
≈ 1550 to 1970 kWh/m²a
GHI: 1650 – 1845 kWh/m²a
13. UZBEKISTAN – SOLAR ENERGY
Annual DNI time series (satellite data)
Comparison with other data sets
Range of mean annual value DNI:
≈ 1540 to 2230 kWh/m²a
DNI: 1790 – 2000 kWh/m²a
15. Projects in perspective
Presidential Decree of 26 May 2017
• Planned construction of PV plants in 2017-2021
Samarkand region 100Mwt
(2017-2018)
Navoi region 100Mwt
(2017-2019)
Sherabad, Surkhandarya region 100Mwt
(2019-2021)
RD: Republican Reconstruction and Development Fund
17. Projects in perspective
SkyPower
• 1GW of total capacity PV power plants in several regions of
the country (Tashkent, Samarkand, Navoi, Jizzakh,
Surkhandarya and Kashkadarya
• $1.3bln. Sum of investments by SkyPower
• Long-term PPA contract with JSC Uzbekenergo
• Expected start: ?
Uzatom + Rosatom
• 2.4GW of total capacity by two reactors
• $11bln. preliminary calculated sum of investments, soft loans
by Russia
• Expected start in 2028
JSC Uzbekenergo (ADB loan)
• 100MW PV power plant in Samarkand region
• $300mln. Of which $100mln sum of loan by ADB; $200mln.
own funds of JSC Uzbekenergo
• Expected start: Project was closed by the request of the
government
18. Regulation
Law on renewables
Grid connection
Feed-in tariffs
2017
Unification of standards
in accordance with IEC*
2017-2019
* International Electrotechnical Commission
Tax and customs
incentives for production
of RES and RE generation
2017-2018
19. Electricity price vs sustainable economic model
Source: State Committee of the Republic of Uzbekistan on Statistics
Source: JSC Uzbekenergo Source: https://www.xe.com/currencycharts/?from=USD&to=UZS&view=5Y
USZ to USD exchange rate dynamics in 2015-2019
Inflation rate dynamics 2012-2019Natural Gas price 2015-2019