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GHG accounting and its emission factors

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Greenhouse Gas (GHG) Accounting involves quantifying emissions across different scopes (Scope 1, Scope 2, and Scope 3) and is typically guided by protocols such as the Greenhouse Gas Protocol. Here are the key formulas and approaches used in GHG accounting for each scope: 1. Scope 1: Direct Emissions Scope 1 includes direct emissions from sources owned or controlled by the organization (e.g., fuel combustion in company-owned vehicles, emissions from manufacturing processes). Formula for Combustion Emissions For fossil fuel combustion: Emissions = Activity Data × Emission Factor \text{Emissions} = \text{Activity Data} \times \text{Emission Factor} Emissions = Activity Data × Emission Factor Activity Data : Quantity of fuel used (e.g., liters of diesel, cubic meters of natural gas). Emission Factor : A coefficient that represents the emissions produced per unit of activity (e.g., kg CO₂ per liter of diesel). Example (CO₂ emissions from fuel): CO₂ Emissions = Fuel...
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Deviation Settlement Mechanism (DSM) guidelines 2024

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As per the latest Deviation Settlement Mechanism (DSM) guidelines from the Central Electricity Regulatory Commission (CERC), DSM charges are defined based on grid stability needs, particularly regarding frequency deviation and renewable energy dynamics. The charges vary depending on the deviation percentage from the target frequency range (49.90 Hz to 50.05 Hz), with penalties scaling for larger deviations. For renewable-rich and super renewable-rich states (based on their installed wind and solar capacity), CERC allows greater flexibility in permissible deviation limits on the demand side. This aims to balance the grid challenges posed by variable renewable generation. States with renewable capacities between 1 GW and 5 GW are considered renewable-rich, while those with over 5 GW are super renewable-rich. Stand-alone energy storage systems (ESS) are subject to similar DSM charges as general sellers, but ESS paired with renewables like wind and solar follow specific volume limits for o...
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What if AI predicted equipment failures with 100% accuracy ? [20]

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Imagine an electricity system where every impending asset failure is known in advance with perfect precision —time, location, cause, and cascading effects—across transmission, distribution, generation, and behind‑the‑meter devices. In such a world, outages from equipment defects disappear, capital plans re‑optimize around true residual life , spares and crews arrive “just in time,” and regulators recalibrate reliability incentives from SAIDI/SAIFI to assurance of supply under probabilistic risk that excludes random equipment faults. The International Energy Agency (IEA) already frames digitalization as essential to grid reliability and cost control; with perfect prediction, the gains would multiply—reducing outage minutes, deferring capex, and accelerating the clean‑energy transition by unlocking grid headroom without overbuilding . [iea.org] , [iea.org] Evidence from real utilities shows that even non‑perfect predictive analytics deliver 10–20% OPEX savings and 40–60% capex optim...
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Why the dislike button is removed in all the social media platforms?

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 The removal or absence of a dislike button on most social media platforms can be attributed to several reasons, primarily centered around user experience, mental health, and the dynamics of online interactions. Here's a detailed explanation: 1. Preventing Negativity and Harassment A dislike button could encourage negative behaviors, such as trolling or bullying. Users might use it to target individuals or content creators, leading to a toxic environment. Platforms aim to promote constructive engagement rather than actions that might demoralize users. 2. Mental Health Concerns Social media companies are increasingly aware of the impact their platforms have on mental health. Visible indicators of disapproval could harm users' self-esteem and lead to stress or anxiety, especially for younger or vulnerable audiences. 3. Focus on Constructive Feedback Platforms encourage users to give feedback in a constructive manner, such as through comments or reporting inappropriate content. A...
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What is Kaprekar's constant ?

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 6174 is known as Kaprekar's constant , a magical number in mathematics. The "magic" lies in a process discovered by the Indian mathematician Dattatreya Ramchandra Kaprekar in 1949. Here's how it works: The Kaprekar Routine: Take any four-digit number, using at least two different digits. (If the number has fewer than four digits, pad it with leading zeros to make it four digits). Arrange the digits in descending order and then in ascending order to get two four-digit numbers. Subtract the smaller number from the larger number. Repeat the process with the result. No matter what four-digit number you start with, after a few iterations, you'll always reach 6174 . Once you reach 6174, repeating the process will continue to yield 6174. This is why 6174 is often called a "self-repeating number" or Kaprekar's constant. Example: Start with 3524: Descending: 5432 Ascending: 2345 Subtract: 5432 - 2345 = 3087 Now repeat the process: Descending: 8730 Ascending...
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