First off? I would switch over to Heiken Ashi candles... They are actually INDICATORS in and of themselves. They do predict where price action is MOVING unlike regular candles.
Read this article...
Code:
https://tradingwithtrend.com/heiken-ashi-strategy
The other thing you can do is simply utilize some kind of a moving average CROSS. A moving average cross is also a leading indicator of price action.
In fact? If you use Heiken Ashi candles along with RSI with the standard configuration? Should be VERY EASY to see WHERE price is HEADED.
See attached image...
I don't normally use RSI that often but I do have a template set up with RSI on it. My template above utilizes what's called an RSI Cross. The RSI Period 1 is the usual 14 and the RSI Period 2 is 7. I then plot a line at 50 instead of the usual 70 and 30 or 80 and 20. Why? Because when utilizing the RSI like THIS? With this type of indicator (freely available online just perform a search in Google), I can see at each CROSS of the two RSI Periods, I'm getting (or CLOSE to GETTING) a new Heiken Ashi color change candle. When Heiken Ashi Candles change color, this is USUALLY a sign of the trend changing direction.
As you can see from the 8 zones I plotted out above on GPDUSD on the 15 minute chart? You could have easily made money here as well as predicted price action direction.
Having said that? I would have stayed away from Zone 2, Zone 6, and Zone 7 since they appear to be ranging. It's always BEST to stay away from RANGING or CONSOLIDATING price action until it breaks UPWARD or DOWNWARD. On the 15 minute chart, a wait like that should be EASY.
Now here's the same chart with a very simple 8 Linear Weighted Moving Average and 10 Linear Weighted Moving average.
As you can see from the above image, we now have 3 indicators PREDICTING PRICE ACTION DIRECTION. They all 3 CONFIRM each other.
As you can see from the 8 and 10 Linear Weighted Moving Average Cross in Zone 4? You could have ridden that BUY TRADE all the way UP to the Magenta color change Heiken Ashi Candle. That trade would have profited in 87 PIPS in 12 hours. Notice how the two moving averages do NOT cross on the way up? They IGNORE the color change candles on the way up because of the overall trend.
Of course? One could have just as easily gotten OUT of these trades at each color change Heiken Ashi candle and then jumped back in at the next color change UPWARD and still profited.
Hope this helped...
*EDIT: I also forgot to say that the 20 EMA is a VERY GOOD MOVING AVERAGE indicator when it comes to 15 Minute Charts. Trading it is extremely SIMPLE. Jump into a BUY TRADE when PRICE pierces UP through the 20 EMA. Exit when PRICE pierces DOWN through the 20 EMA. Just the opposite on SELL trades. Jump into a SELL TRADE when price pierces DOWN through the 20 EMA. Exit when PRICE pierces UP through the 20 EMA.
Good article on using the 20 EMA for trading on the 15 Minute Chart:
Code:
https://start-online-trading.com/best-moving-average-for-15-min-chart/
jack