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Ichimoku Cloud And ADX With Trailing Stop Loss

Last updated November 3, 2024

Introducing The 'Ichimoku Cloud And ADX With Trailing Stop Loss' Template

This strategy made 39.10% net profit on AVA/USDT on the 45-minute timeframe from Jan 2022 - Nov 2022

The  Ichimoku Cloud  is a collection of technical indicators that show  support and resistance  levels, as well as momentum and trend direction. It does this by taking multiple averages and plotting them on a chart. It also uses these figures to compute a “cloud” that attempts to forecast where the price may find support or resistance in the future.

The  Ichimoku Cloud  was developed by Goichi Hosoda, a Japanese journalist, and published in the late 1960s. It provides more data points than the standard  candlestick  chart. While it seems complicated at first glance, those familiar with how to read the charts often find it easy to understand with well-defined trading signals.

The  Ichimoku Cloud  is composed of five lines or calculations, two of which comprise a cloud where the difference between the two lines is shaded in.

The lines include a nine-period average, a 26-period average, an average of those two averages, a 52-period average, and a lagging closing price line.

The cloud is a key part of the indicator. When the price is below the cloud, the trend is down. When the price is above the cloud, the trend is up.

The above trend signals are strengthened if the cloud is moving in the same direction as the price. For example, during an uptrend, the top of the cloud is moving up, or during a downtrend, the bottom of the cloud is moving down.

DMI is simple to interpret. When  +DI  > - DI, it means the price is trending up. On the other hand, when  -DI  >  +DI  , the trend is weak or moving on the downside. The  ADX  does not give an indication about the direction but about the strength of the trend.

Typically values of  ADX  above 25 mean that the trend is steeply moving up or down, based on the  -DI  and +D positioning. This script aims to capture swings in the DMI, and thus, in the trend of the asset, using a contrarian approach.

Trading on high values of  ADX  , the strategy tries to spot extremely oversold and overbought conditions. Values of  ADX  above 45 may suggest that the trend has overextended and is may be about to reverse.

This strategy combines the  Ichimoku Cloud  with the  ADX  indicator to better enter trades.

Long orders are placed when these basic signals are triggered.

Long Position:

Tenkan-Sen is above the Kijun-Sen

Chikou-Span is above the close of 26 bars ago

Close is above the Kumo Cloud

 MACD  line crosses over the signal line

 -DI  is greater than  +DI 

 ADX  is greater than 45

Close Position:

3% increase trailing

3% decrease trailing

The script is backtested from 1 January 2018 and provides good returns.

The strategy assumes each order is using 30% of the available coins to make the results more realistic and to simulate you only ran this strategy on 30% of your holdings. A trading fee of 0.1% is also taken into account and is aligned to the base fee applied on Binance.

This script also works well on MATIC (1d timeframe), ETH (1d timeframe), and SOL (1d timeframe).

Pro tip: The 45-min time frame has proven to return the best results on average.

This strategy made 39.10% net profit on AVA/USDT on the 45-min timeframe from January 2022 - November 2022.

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