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Accelerator Oscillator (AC)

MultiLayer Acceleration/Deceleration Strategy [Skyrexio]Overview MultiLayer Acceleration/Deceleration Strategy leverages the combination of Acceleration/Deceleration Indicator(AC), Williams Alligator, Williams Fractals and Exponential Moving Average (EMA) to obtain the high probability long setups. Moreover, strategy uses multi trades system, adding funds to long position if it considered that current trend has likely became stronger. Acceleration/Deceleration Indicator is used for creating signals, while Alligator and Fractal are used in conjunction as an approximation of short-term trend to filter them. At the same time EMA (default EMA's period = 100) is used as high probability long-term trend filter to open long trades only if it considers current price action as an uptrend. More information in "Methodology" and "Justification of Methodology" paragraphs. The strategy opens only long trades. Unique Features No fixed stop-loss and take profit: Instead of fixed stop-loss level strategy utilizes technical condition obtained by Fractals and Alligator to identify when current uptrend is likely to be over (more information in "Methodology" and "Justification of Methodology" paragraphs) Configurable Trading Periods: Users can tailor the strategy to specific market windows, adapting to different market conditions. Multilayer trades opening system: strategy uses only 10% of capital in every trade and open up to 5 trades at the same time if script consider current trend as strong one. Short and long term trend trade filters: strategy uses EMA as high probability long-term trend filter and Alligator and Fractal combination as a short-term one. Methodology The strategy opens long trade when the following price met the conditions: 1. Price closed above EMA (by default, period = 100). Crossover is not obligatory. 2. Combination of Alligator and Williams Fractals shall consider current trend as an upward (all details in "Justification of Methodology" paragraph) 3. Acceleration/Deceleration shall create one of two types of long signals (all details in "Justification of Methodology" paragraph). Buy stop order is placed one tick above the candle's high of last created long signal. 4. If price reaches the order price, long position is opened with 10% of capital. 5. If currently we have opened position and price creates and hit the order price of another one long signal, another one long position will be added to the previous with another one 10% of capital. Strategy allows to open up to 5 long trades simultaneously. 6. If combination of Alligator and Williams Fractals shall consider current trend has been changed from up to downtrend, all long trades will be closed, no matter how many trades has been opened. Script also has additional visuals. If second long trade has been opened simultaneously the Alligator's teeth line is plotted with the green color. Also for every trade in a row from 2 to 5 the label "Buy More" is also plotted just below the teeth line. With every next simultaneously opened trade the green color of the space between teeth and price became less transparent. Strategy settings In the inputs window user can setup strategy setting: EMA Length (by default = 100, period of EMA, used for long-term trend filtering EMA calculation). User can choose the optimal parameters during backtesting on certain price chart. Justification of Methodology Let's explore the key concepts of this strategy and understand how they work together. We'll begin with the simplest: the EMA. The Exponential Moving Average (EMA) is a type of moving average that assigns greater weight to recent price data, making it more responsive to current market changes compared to the Simple Moving Average (SMA). This tool is widely used in technical analysis to identify trends and generate buy or sell signals. The EMA is calculated as follows: 1.Calculate the Smoothing Multiplier: Multiplier = 2 / (n + 1), Where n is the number of periods. 2. EMA Calculation EMA = (Current Price) × Multiplier + (Previous EMA) × (1 − Multiplier) In this strategy, the EMA acts as a long-term trend filter. For instance, long trades are considered only when the price closes above the EMA (default: 100-period). This increases the likelihood of entering trades aligned with the prevailing trend. Next, let’s discuss the short-term trend filter, which combines the Williams Alligator and Williams Fractals. Williams Alligator Developed by Bill Williams, the Alligator is a technical indicator that identifies trends and potential market reversals. It consists of three smoothed moving averages: Jaw (Blue Line): The slowest of the three, based on a 13-period smoothed moving average shifted 8 bars ahead. Teeth (Red Line): The medium-speed line, derived from an 8-period smoothed moving average shifted 5 bars forward. Lips (Green Line): The fastest line, calculated using a 5-period smoothed moving average shifted 3 bars forward. When the lines diverge and align in order, the "Alligator" is "awake," signaling a strong trend. When the lines overlap or intertwine, the "Alligator" is "asleep," indicating a range-bound or sideways market. This indicator helps traders determine when to enter or avoid trades. Fractals, another tool by Bill Williams, help identify potential reversal points on a price chart. A fractal forms over at least five consecutive bars, with the middle bar showing either: Up Fractal: Occurs when the middle bar has a higher high than the two preceding and two following bars, suggesting a potential downward reversal. Down Fractal: Happens when the middle bar shows a lower low than the surrounding two bars, hinting at a possible upward reversal. Traders often use fractals alongside other indicators to confirm trends or reversals, enhancing decision-making accuracy. How do these tools work together in this strategy? Let’s consider an example of an uptrend. When the price breaks above an up fractal, it signals a potential bullish trend. This occurs because the up fractal represents a shift in market behavior, where a temporary high was formed due to selling pressure. If the price revisits this level and breaks through, it suggests the market sentiment has turned bullish. The breakout must occur above the Alligator’s teeth line to confirm the trend. A breakout below the teeth is considered invalid, and the downtrend might still persist. Conversely, in a downtrend, the same logic applies with down fractals. In this strategy if the most recent up fractal breakout occurs above the Alligator's teeth and follows the last down fractal breakout below the teeth, the algorithm identifies an uptrend. Long trades can be opened during this phase if a signal aligns. If the price breaks a down fractal below the teeth line during an uptrend, the strategy assumes the uptrend has ended and closes all open long trades. By combining the EMA as a long-term trend filter with the Alligator and fractals as short-term filters, this approach increases the likelihood of opening profitable trades while staying aligned with market dynamics. Now let's talk about Acceleration/Deceleration signals. AC indicator is calculated using the Awesome Oscillator, so let's first of all briefly explain what is Awesome Oscillator and how it can be calculated. The Awesome Oscillator (AO), developed by Bill Williams, is a momentum indicator designed to measure market momentum by contrasting recent price movements with a longer-term historical perspective. It helps traders detect potential trend reversals and assess the strength of ongoing trends. The formula for AO is as follows: AO = SMA5(Median Price) − SMA34(Median Price) where: Median Price = (High + Low) / 2 SMA5 = 5-period Simple Moving Average of the Median Price SMA 34 = 34-period Simple Moving Average of the Median Price The Acceleration/Deceleration (AC) Indicator, introduced by Bill Williams, measures the rate of change in market momentum. It highlights shifts in the driving force of price movements and helps traders spot early signs of trend changes. The AC Indicator is particularly useful for identifying whether the current momentum is accelerating or decelerating, which can indicate potential reversals or continuations. For AC calculation we shall use the AO calculated above is the following formula: AC = AO − SMA5(AO), where SMA5(AO)is the 5-period Simple Moving Average of the Awesome Oscillator When the AC is above the zero line and rising, it suggests accelerating upward momentum. When the AC is below the zero line and falling, it indicates accelerating downward momentum. When the AC is below zero line and rising it suggests the decelerating the downtrend momentum. When AC is above the zero line and falling, it suggests the decelerating the uptrend momentum. Now we can explain which AC signal types are used in this strategy. The first type of long signal is when AC value is below zero line. In this cases we need to see three rising bars on the histogram in a row after the falling one. The second type of signals occurs above the zero line. There we need only two rising AC bars in a row after the falling one to create the signal. The signal bar is the last green bar in this sequence. The strategy places the buy stop order one tick above the candle's high, which corresponds to the signal bar on AC indicator. After that we can have the following scenarios: Price hit the order on the next candle in this case strategy opened long with this price. Price doesn't hit the order price, the next candle set lower high. If current AC bar is increasing buy stop order changes by the script to the high of this new bar plus one tick. This procedure repeats until price finally hit buy order or current AC bar become decreasing. In the second case buy order cancelled and strategy wait for the next AC signal. If long trades are initiated, the strategy continues utilizing subsequent signals until the total number of trades reaches a maximum of 5. All open trades are closed when the trend shifts to a downtrend, as determined by the combination of the Alligator and Fractals described earlier. Why we use AC signals? If currently strategy algorithm considers the high probability of the short-term uptrend with the Alligator and Fractals combination pointed out above and the long-term trend is also suggested by the EMA filter as bullish. Rising AC bars after period of falling AC bars indicates the high probability of local pull back end and there is a high chance to open long trade in the direction of the most likely main uptrend. The numbers of rising bars are different for the different AC values (below or above zero line). This is needed because if AC below zero line the local downtrend is likely to be stronger and needs more rising bars to confirm that it has been changed than if AC is above zero. Why strategy use only 10% per signal? Sometimes we can see the false signals which appears on sideways. Not risking that much script use only 10% per signal. If the first long trade has been open and price continue going up and our trend approximation by Alligator and Fractals is uptrend, strategy add another one 10% of capital to every next AC signal while number of active trades no more than 5. This capital allocation allows to take part in long trades when current uptrend is likely to be strong and use only 10% of capital when there is a high probability of sideways. Backtest Results Operating window: Date range of backtests is 2023.01.01 - 2024.11.01. It is chosen to let the strategy to close all opened positions. Commission and Slippage: Includes a standard Binance commission of 0.1% and accounts for possible slippage over 5 ticks. Initial capital: 10000 USDT Percent of capital used in every trade: 10% Maximum Single Position Loss: -5.15% Maximum Single Profit: +24.57% Net Profit: +2108.85 USDT (+21.09%) Total Trades: 111 (36.94% win rate) Profit Factor: 2.391 Maximum Accumulated Loss: 367.61 USDT (-2.97%) Average Profit per Trade: 19.00 USDT (+1.78%) Average Trade Duration: 75 hours How to Use Add the script to favorites for easy access. Apply to the desired timeframe and chart (optimal performance observed on 3h BTC/USDT). Configure settings using the dropdown choice list in the built-in menu. Set up alerts to automate strategy positions through web hook with the text: {{strategy.order.alert_message}} Disclaimer: Educational and informational tool reflecting Skyrex commitment to informed trading. Past performance does not guarantee future results. Test strategies in a simulated environment before live implementation These results are obtained with realistic parameters representing trading conditions observed at major exchanges such as Binance and with realistic trading portfolio usage parameters.
Pine Script™ strategy
by Skyrexio
2
Fear Greed Zones by Relative Strength IndexThis is a visual modification of the relative Strength Index (RSI) to express extreme areas as fear and greed Zones. // Input rsiLength = input.int(14, "RSI Length", minval=1) // RSI calculation rsi = ta.rsi(close, rsiLength) FEAR GREED ZONES The "Fear Greed Zones Script" indicator is designed to help traders identify psychological levels of fear and greed in the market by utilising relative strength index. It primarily utilises the Relative Strength Index of price to gauge market sentiment, with the following key features: Color-Codes Dark Red: Indicates a greed zone , suggesting extreme overbought conditions (high risk) and a possible price reversal downward. Dark Green: Represents a fear zone, indicating extreme oversold conditions (low risk) and potential for price reversal upward. Yellow: Serves as a neutral zone with medium risk. Usage Market Sentiment Analysis: Traders can use the fear and greed zones to assess overall market sentiment, aligning their strategies with prevailing emotional biases. This helps in identifying potential entry and exit points based on market psychology. Risk Management: Understanding fear or greed influences market behavior and allows traders to manage their risk more effectively with the knowledge of high or low risk areas; as they can anticipate potential reversals or continuations in price trends. Conclusion The "Fear Greed Zones" Script is a valuable tool for traders looking to leverage market psychology. By clearly identifying areas where fear or greed may be influencing price movements, it aids in making more informed trading decisions.
Pine Script™ indicator
by Ifiok-2sydes
Turbo Oscillator [RunRox]Introducing Turbo Oscillator by RunRox, our new indicator that combines a multitude of useful and unique features, which we will detail in this post. List of Advanced Technologies: Real-Time Divergences: Detects discrepancies between price movements and oscillator indicators to forecast potential price reversals. Real-Time Hidden Divergences: We identify hidden divergences in real-time. These are not the standard type of divergences; they are opposite to regular divergences, providing unique insights into potential market movements. Overbought and Oversold Zones: Identifies areas where the market is potentially overextended, suggesting possible entry and exit points. Signal Line: Indicates the market direction, helping traders to quickly understand current trends. Money Flow Histogram: Shows the flow of money into and out of the market, providing insights into buying and selling pressure. Predicted Reversal Zones: Pinpoints areas where the market might experience reversals, aiding in strategic planning and risk management. These zones also serve as potential areas for taking profits, enhancing their utility for exit strategy planning. Customizable Alerts: You can flexibly set up alerts for any events detected by our indicator, ensuring you stay informed about critical market movements. To begin with, I would like to describe the difference between classic divergences and hidden divergences. As you can see, these are opposite situations. Our oscillator identifies both types of divergences and displays them in real-time. Divergences can serve as points where the price might reverse in the opposite direction, making both classic and hidden divergences powerful tools for spotting reversal points. I'll show a few examples of how divergences are used in our oscillator. Classic Divergences - which we identify in real-time. As you can see, the price often reacts strongly to the formation of these divergences, frequently changing its direction. Hidden Divergences - we also observe frequent movement in the opposite direction on the chart. The advantage of our indicator is that we show divergences in real-time without delays, allowing you to react immediately to trend changes. Overbought and Oversold Zones - These zones allow you to see trend changes when the price is clearly overbought or oversold. When the color changes from a contrasting shade to a neutral one, you can observe the trend shift. The lines work by combining the positivity/negativity of the histogram, the positivity/negativity of the signal line, and the direction of the signal line (red/green). This sophisticated interaction provides precise insights into market conditions, making it an invaluable tool for traders. Signal Line - This provides insights into trend changes and price reversals. The points on the line better indicate the beginning of a trend shift. These points can vary in size, offering a clearer understanding of the strength of the emerging trend. This feature works in combination with RSI, Stochastic, and MFI. RSI and MFI are top-tier indicators, while Stochastic adds responsiveness and sensitivity to trend changes, ensuring you capture every market movement accurately and promptly. Money Flow Histogram - As shown in the example, our histogram displays the divergence between money flow and the actual price. You can see that while the price is rising, the money flow is decreasing, indicating insufficient demand for the asset and an imminent trend change. This feature uses MFI with an extended period, providing a more comprehensive and accurate analysis of market conditions. The extended period enhances the reliability of the Money Flow Index, making it an essential tool for identifying subtle shifts in market dynamics. Predicted Reversal Zones - We automatically identify potential price reversal zones and display them above our overbought and oversold zones. In cases of strong overbought or oversold conditions, we detect potential price pullbacks and mark the beginning of a trend change. This helps you better identify trend shifts. We recommend considering these zones as potential take profit points for your trades. Customizable Alerts - Our flexible alert system allows you to receive notifications only for the events you are interested in. These can include: 1. Classic Divergences 2. Hidden Divergences 3. Overbought or Oversold conditions on the status line 4. Strong Overbought or Oversold conditions on the status line 5. Signals from the signal line 6. Reversal zones in any direction Our oscillator is a unique indicator that provides a comprehensive understanding of price movements. It can be used as a standalone tool for analyzing price action. Here are a few examples of using our Oscillator in practice: In the example above, you can see three conditions that have formed for a potential trade: 1. Clear overbought condition with a formed reversal point. 2. Decreasing Money Flow Index diverging from the rising price. 3. Formed classic divergence. The entry point could be the formed divergence, while the exit point could be the overbought condition at the bottom of the oscillator along with the reversal points. Here's another example of using hidden divergence, where you can see three conditions for a potential trade: 1. Overbought zone 2. Formed hidden divergence 3. Start of bearish movement indicated by the signal line You can enter the trade either when the hidden divergence forms or wait for confirmation of the trend change by the signal line and enter the trade when the corresponding signal forms on the signal line. The exit point could be the opposite reversal point or the formation of a new hidden divergence. We have demonstrated a few examples of how you can use our indicator, but we are confident that you will find many more applications in your own strategies. Oscillator offers a variety of customizable parameters to tailor the indicator to your trading preferences. Here’s what our settings include: Signal Line Turn On/Off: Enable or disable the signal line. Length: Set the length period for the signal line calculation. Smooth: Adjust the smoothing level of the signal line for more accurate display. Histogram Turn On/Off: Enable or disable the histogram. Length: Set the length period for the histogram calculation. Smooth: Adjust the smoothing level of the histogram. Other Show Divergence Line: Display divergence lines on the chart. Show Hidden Divergence: Display hidden divergences. Show Status Line: Show the status line indicating overbought or oversold conditions. Show TP Signal: Display signals for take profit. Show Reversal Points: Display potential trend reversal points. Delete Broken Divergence Lines: Remove broken divergence lines from the chart. Alerts Customization Signal Line Bull/Bear: Set alerts for bullish or bearish signals from the signal line. TP Bull/Bear: Set alerts for take profit signals. Status Bull/Bear: Set alerts for bullish or bearish status conditions. Status Bull+/Bear+: Set enhanced alerts for stronger bullish or bearish status conditions. Divergence Bull/Bear: Set alerts for bullish or bearish divergences. Hidden Divergence Bull/Bear: Set alerts for hidden bullish or bearish divergences. With these comprehensive settings, you can fine-tune the Oscillator to perfectly fit your trading strategy and preferences. Our indicator utilizes technologies such as RSI, Stochastic, and Money Flow Index, with numerous enhancements from our team. It includes exclusive features such as real-time detection of hidden and classic divergences, identification of reversal points using our unique methodology, and much more. Disclaimer: While we consider our Turbo Oscillator to be an excellent tool, it is important to understand that past performance is not indicative of future results. We recommend approaching market analysis comprehensively, using a combination of tools and techniques to make well-informed trading decisions. Always consider the full range of market data and risks when using any trading indicator.
Pine Script™ indicator
by RunRox
10
Volume change [ Unlimited ]This indicator displays volume and volume change information on a chart. It is designed to help traders analyze changes in trading volume over time and identify potential trading opportunities. The indicator takes an input from the user to set the length of the exponential moving average (EMA) applied to the volume data. This EMA is used to smooth out short-term fluctuations in volume and highlight the overall trend in volume. The indicator calculates whether the current bar is up or down and calculates the change in volume. It then sets the color of the volume and volume change columns based on whether the bar is up or down and whether the volume change is positive or negative. By displaying this information on a chart, the indicator can help traders identify patterns or trends in volume and volume change that may indicate potential trading opportunities. For example, increasing volume along with rising prices could indicate strong buying pressure and a potential bullish trend, while decreasing volume along with falling prices could indicate weak selling pressure and a potential bearish trend.
Pine Script™ indicator
by PeterSafarxde
1
Rainbow Indicator - Polfwack ProThis is a reverse engineered completely free Version of an Indicator that you would normally have to spend huge amounts of money on. I personally believe that no one should pay a fortune for access to an Indicator that contains huge amounts of freely available stuff. This indicator claims to be even better than Market Cipher. Turns out it uses - just as Market Cipher, freely available Indicators and puts them in a nice looking package. I packed in as much as it made sense, the original Indicator is visually very cluttered with - in my opinion, too much random stuff that I have left out for a cleaner look, for example the truckload of entry signals, MFI and that Autotrendline feature that no one really needs because the human brain is way better at drawing lines. Was is included? From top to bottom: 1st Bar -> Color coded RSI status. It shows Oversold and Overbought, Bullish, Hidden Bullish, Bearish and Hidden Bearish Divergences. 2nd Bar -> Color coded Market Structure Analyser. It shows if the market is currently ranging, bullish or bearish based on calculated pivots and outbreaks of said pivots. Bullish and Bearish breaks are also being printed. Main Oscillator -> An Awesome Oscillator (AO) that prints bullish, hidden bullish, bearish and hidden bearish divergences as well as positive and negative Pivot Points. Bollinger Bands -> They are following the AO and are color coded to the long term trend indicator for less visual clutter. Secondary Oscillator -> Accelerator Oscillator (AC). 3rd Bar -> Color coded longer term trend indicator, it mirrors the color code on the Bollinger Bands. The original uses an ATR-based calculation, but I found a Kumo cloud to be more simple and more reliable for this kind of thing. 4th Bar -> Color coded mirror of the Accelerator Oscillator. I tried to make the whole Indicator as adjustable as possible, most of the variables can be edited to your liking. On the internet you can find all sorts of strategies for every single of the included indicators. I hope that I have saved you at least some money. Good luck.
Pine Script™ indicator
by AdonisWerther
44
Awesome Oscillator_VTX Abbreviations: AO - Awesome Oscillator AC - Accelerator Oscillator TP - TimePeriod (1m,2m,5m,1h....) TP Steps - 1m,3m,12m,1h,5h,D (This steps i use) Use-case: Awesome Oscillator best used to find Divergence/Convergence what results in Weakening of Momentum and Price reversals. This script calculates and plots AO/AC with minute precision, removing GAPS when projecting Higher Period AO/AC. So you can accommodate all important information on one chart with best precision. Made for Intraday Perioads. Best used for DayTrading, when you need to make quick and efficient decisions. Calculation = Preferred resolution * Length / Present resolution. As Additional Function, this Awesome Oscillator has AC built in. Settings: Resolution - Most used TP included, plus some exclusive paid plans (1m, 2m, 3m, 5m, 12m, 15m, 1h, 4h, 5h, Daily). Default set to 1h Use AO - You can switch between EMA and SMA for FastMA/SlowMA calculation. Default set to EMA FastMA - standard function. Default set to 5 SlowMA - standard function. Default set to 34 Signal Line - Plots MA to show Momentum. Uses EMA/SMA based on "Use AO" selection. Default set to 5 Use AC - You can switch between EMA and SMA for AC calculation. Default set to SMA Offset - standard function. Default set to 0 Accelerator - AC length. Default set to 5 Source - standard function. Default set to hlc3 Why to use it ? Yes, i know that variable TP is standard now in TradingView. But there are some limitations, especially for DayTraders. Problem: Imagine you are trading/scalping on 1m.. 5m.. 15.. charts and you want to see where are your on Higher TP. -- You can change to 1h and check it, but you will loose the picture from smaller TP. -- You can use Standard TP function, but your data will update every 15m, 1h (depends on TP). And in result you have Gaps between bars. Solution: This script help to solve this problem, by breaking information down to 1m and building from there. So whatever Intraday TP you choose to trade, your AO/AC will be updated with minute precision. Limitations: Sadly nothing without limitations. 1. For Best performance use only Higher TP dividable By Yours (ex. You use 3m chart, then you can plot 12m, 15m, 1h / You use 5m chart, then you can plot 15m, 1h. 12m will already have 3m of information lost using 5m Chart )
Pine Script™ indicator
by VikontTrade
4
Double Accelerator OscillatorThis is a modified version of Bill Williams' Accelerator. The Accelerator measures the difference between the Awesome Oscillator(another Williams indicator) and its 5 day SMA. This script plots 2 accelerators rather than 1. Users can define the lengths of the fast and slow SMA's used in the Awesome Oscillator calculation by adjusting the options in the input menu. We set the default the lengths of the fast and slow SMA's used in the first Awesome Oscillator calculation as 34 and 7 periods. Then to find the Accelerator Oscillator, the difference between the Awesome Oscillator and its 7 period SMA is calculated. The second Accelerator uses shorter window lengths than the first. The fast SMA length is 5 by default and the slow SMA length is 18. Finally, the length of the Awesome Oscillator SMA used to calculate the second Accelerator Oscillator is 3. By utilizing two Accelerator Oscillators with increasingly shorter window lengths, this indicator identifies changes in momentum very well. The red and green histogram represents the first Accelerator Oscillator. It is green when the Accelerator is increasing and red when it is decreasing. I found this layout to be more practical than the standard, which plots the AC as green when it is greater than 0 and red when less than zero. The second Accelerator Oscillator is plotted as the bright green and pink circle line. It uses the same coloring conditions as above.
Pine Script™ indicator
by ProfitProgrammers
3
Accelerator Oscillator (AC) Backtest The Accelerator Oscillator has been developed by Bill Williams as the development of the Awesome Oscillator. It represents the difference between the Awesome Oscillator and the 5-period moving average, and as such it shows the speed of change of the Awesome Oscillator, which can be useful to find trend reversals before the Awesome Oscillator does. You can change long to short in the Input Settings Please, use it only for learning or paper trading. Do not for real trading
Pine Script™ strategy
by HPotter