diff --git a/src/strategy_team/future_strategy_long.rs b/src/strategy_team/future_strategy_long.rs
index d55ec21..efeca7f 100644
--- a/src/strategy_team/future_strategy_long.rs
+++ b/src/strategy_team/future_strategy_long.rs
@@ -8,7 +8,8 @@ use super::{
     Arc, BollingerBandData, Client, ClientBuilder, Decimal, DemaData, EmaData, ExchangeInfo,
     FilteredDataValue, HashMap, HashSet, HeatMapLevel, HeatmapVolumeData, MacdData, Mutex,
     RealtimePriceData, RoundingStrategy, RsiData, StochRsiData, SuperTrendArea, SuperTrendSignal,
-    SupertrendData, TemaData, ToPrimitive, TradeFee, WiliamsPercentR, future_duplicate_filter, insert_future_coins, get_current_price_decimal
+    SupertrendData, TemaData, ToPrimitive, TradeFee, WiliamsPercentR, future_duplicate_filter, insert_future_coins, get_current_price_decimal,
+    sma, sma_open
 };
 
 use crate::future::{Position, FuturesExchangeInfo};
@@ -30,25 +31,32 @@ pub async fn list_up_for_buy(
         filtered_data.insert(symbol.clone(), FilteredDataValue::new());
     }
     
-    // current Tema(15) > current Tema(30)
+    // sma3_close(current) > sma3_open (current), sma3_close(prev) < sma3_open (prev)
     let mut keys_to_remove: HashSet<String> = HashSet::new();
-    let tema_10 = tema(10, &alldata.rt_price_30m_vec, &filtered_data).await?;
-    let tema_30 = tema(30, &alldata.rt_price_30m_vec, &filtered_data).await?;
+    let sma3_open = sma_open(3, &alldata.rt_price_30m_vec, &filtered_data).await?;
+    let sma3_close = sma(3, &alldata.rt_price_30m_vec, &filtered_data).await?;
     let server_epoch = get_server_epoch().await;
     for (symbol, values) in &mut filtered_data {
         let mut do_buy = false;
-        let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
-        if let (Some(tema10_vec), Some(tema30_vec), Some(current_info)) = (tema_10.get(symbol), tema_30.get(symbol), price_and_closetime) {
-            if tema10_vec.len() > 10
-                && tema30_vec.len() > 10
-                && tema10_vec.last().unwrap().close_time == tema30_vec.last().unwrap().close_time
-                && tema10_vec.last().unwrap().close_time > server_epoch
-                && tema30_vec.last().unwrap().close_time > server_epoch
+        let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_30m_vec).await;
+        if let (Some(sma3_open_vec), Some(sma3_close_vec), Some(current_info)) = (sma3_open.get(symbol), sma3_close.get(symbol), price_and_closetime) {
+            if sma3_open_vec.len() > 10
+                && sma3_close_vec.len() > 10
+                && sma3_open_vec.last().unwrap().close_time == sma3_close_vec.last().unwrap().close_time
+                && sma3_open_vec.last().unwrap().close_time > server_epoch
+                && sma3_close_vec.last().unwrap().close_time > server_epoch
             {
-                if tema10_vec[tema10_vec.len()-1].tema_value > tema30_vec[tema30_vec.len()-1].tema_value
-                && tema10_vec[tema10_vec.len()-2].tema_value > tema30_vec[tema30_vec.len()-2].tema_value
-                && tema10_vec[tema10_vec.len()-1].tema_value > tema10_vec[tema10_vec.len()-2].tema_value
+                if sma3_open_vec[sma3_open_vec.len()-1].sma_value < sma3_close_vec[sma3_close_vec.len()-1].sma_value
+                && sma3_open_vec[sma3_open_vec.len()-2].sma_value > sma3_close_vec[sma3_close_vec.len()-2].sma_value
+                && sma3_open_vec[sma3_open_vec.len()-1].sma_value < sma3_open_vec[sma3_open_vec.len()-2].sma_value
+                && sma3_open_vec[sma3_open_vec.len()-2].sma_value < sma3_open_vec[sma3_open_vec.len()-3].sma_value
+                && sma3_open_vec[sma3_open_vec.len()-3].sma_value < sma3_open_vec[sma3_open_vec.len()-4].sma_value
+                && sma3_close_vec[sma3_close_vec.len()-1].sma_value > sma3_close_vec[sma3_close_vec.len()-2].sma_value
+                && sma3_close_vec[sma3_close_vec.len()-2].sma_value < sma3_close_vec[sma3_close_vec.len()-3].sma_value
+                && sma3_close_vec[sma3_close_vec.len()-3].sma_value < sma3_close_vec[sma3_close_vec.len()-4].sma_value
                  {
+                    values.closetime = current_info.1;
+                    values.current_price = current_info.0;
                     do_buy = true;
                 } 
             } 
@@ -59,117 +67,146 @@ pub async fn list_up_for_buy(
     }
     remove_keys(&mut filtered_data, keys_to_remove).await;
 
-    // supertrend(ATR period 10, multiplier: 3.0, 30m close price)
-    let mut keys_to_remove: HashSet<String> = HashSet::new();
-    let server_epoch = get_server_epoch().await;
-    let supertrend_1m_map =
-        supertrend(60, 1.5, true, &alldata.rt_price_1m_vec, &filtered_data).await?;
-    for (symbol, values) in &mut filtered_data {
-        let mut do_buy = false;
-        let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
-        if let (Some(supertrend_vec), Some(current_info)) = (
-            supertrend_1m_map.get(symbol),
-            price_and_closetime,
-        ) {
-            if supertrend_vec.last().unwrap().close_time > server_epoch
-            && supertrend_vec.last().unwrap().signal.as_ref().is_some_and(|a| *a == SuperTrendSignal::BUY)
-            {
-                values.current_price = current_info.0;
-                values.closetime = current_info.1;
-                do_buy = true;
-            }
-        }
+    // current Tema(15) > current Tema(30)
+    // let mut keys_to_remove: HashSet<String> = HashSet::new();
+    // let tema_10 = tema(10, &alldata.rt_price_30m_vec, &filtered_data).await?;
+    // let tema_30 = tema(30, &alldata.rt_price_30m_vec, &filtered_data).await?;
+    // let server_epoch = get_server_epoch().await;
+    // for (symbol, values) in &mut filtered_data {
+    //     let mut do_buy = false;
+    //     let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
+    //     if let (Some(tema10_vec), Some(tema30_vec), Some(current_info)) = (tema_10.get(symbol), tema_30.get(symbol), price_and_closetime) {
+    //         if tema10_vec.len() > 10
+    //             && tema30_vec.len() > 10
+    //             && tema10_vec.last().unwrap().close_time == tema30_vec.last().unwrap().close_time
+    //             && tema10_vec.last().unwrap().close_time > server_epoch
+    //             && tema30_vec.last().unwrap().close_time > server_epoch
+    //         {
+    //             if tema10_vec[tema10_vec.len()-1].tema_value > tema30_vec[tema30_vec.len()-1].tema_value
+    //             && tema10_vec[tema10_vec.len()-2].tema_value > tema30_vec[tema30_vec.len()-2].tema_value
+    //             && tema10_vec[tema10_vec.len()-1].tema_value > tema10_vec[tema10_vec.len()-2].tema_value
+    //              {
+    //                 do_buy = true;
+    //             } 
+    //         } 
+    //     }
+    //     if do_buy == false {
+    //         keys_to_remove.insert(symbol.clone());
+    //     }
+    // }
+    // remove_keys(&mut filtered_data, keys_to_remove).await;
 
-        if do_buy == false {
-            keys_to_remove.insert(symbol.clone());
-        }
-    }
-    remove_keys(&mut filtered_data, keys_to_remove).await;
+    // supertrend(ATR period 10, multiplier: 3.0, 30m close price)
+    // let mut keys_to_remove: HashSet<String> = HashSet::new();
+    // let server_epoch = get_server_epoch().await;
+    // let supertrend_1m_map =
+    //     supertrend(60, 1.5, true, &alldata.rt_price_1m_vec, &filtered_data).await?;
+    // for (symbol, values) in &mut filtered_data {
+    //     let mut do_buy = false;
+    //     let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
+    //     if let (Some(supertrend_vec), Some(current_info)) = (
+    //         supertrend_1m_map.get(symbol),
+    //         price_and_closetime,
+    //     ) {
+    //         if supertrend_vec.last().unwrap().close_time > server_epoch
+    //         && supertrend_vec.last().unwrap().signal.as_ref().is_some_and(|a| *a == SuperTrendSignal::BUY)
+    //         {
+    //             values.current_price = current_info.0;
+    //             values.closetime = current_info.1;
+    //             do_buy = true;
+    //         }
+    //     }
+
+    //     if do_buy == false {
+    //         keys_to_remove.insert(symbol.clone());
+    //     }
+    // }
+    // remove_keys(&mut filtered_data, keys_to_remove).await;
 
     // Heatmap volume: filtering close price with Extra High is over the previous candle from 30 previous candles
-    let mut keys_to_remove: HashSet<String> = HashSet::new();
-    let heatmap_volumes = heatmap_volume(
-        30,
-        30,
-        4.0,
-        1.5,
-        0.5,
-        -0.5,
-        &filtered_data,
-        &alldata.rt_price_1m_vec,
-    )
-    .await?;
-    let server_epoch = get_server_epoch().await;
-    for (symbol, values) in &mut filtered_data {
-        let mut do_buy = false;
-        if let Some(heatmap_volume_vec) = heatmap_volumes.get(symbol) {
-            if heatmap_volume_vec.len() > 100
-            && heatmap_volume_vec.last().unwrap().close_time > server_epoch
-            && (heatmap_volume_vec.last().unwrap().heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec.last().unwrap().heatmap_level == HeatMapLevel::High
-             || heatmap_volume_vec[heatmap_volume_vec.len()-2].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-2].heatmap_level == HeatMapLevel::High
-             || heatmap_volume_vec[heatmap_volume_vec.len()-3].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-3].heatmap_level == HeatMapLevel::High
-             || heatmap_volume_vec[heatmap_volume_vec.len()-4].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-4].heatmap_level == HeatMapLevel::High)
-            {
-                do_buy = true;
-            }
-        } 
+    // let mut keys_to_remove: HashSet<String> = HashSet::new();
+    // let heatmap_volumes = heatmap_volume(
+    //     30,
+    //     30,
+    //     4.0,
+    //     1.5,
+    //     0.5,
+    //     -0.5,
+    //     &filtered_data,
+    //     &alldata.rt_price_1m_vec,
+    // )
+    // .await?;
+    // let server_epoch = get_server_epoch().await;
+    // for (symbol, values) in &mut filtered_data {
+    //     let mut do_buy = false;
+    //     if let Some(heatmap_volume_vec) = heatmap_volumes.get(symbol) {
+    //         if heatmap_volume_vec.len() > 100
+    //         && heatmap_volume_vec.last().unwrap().close_time > server_epoch
+    //         && (heatmap_volume_vec.last().unwrap().heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec.last().unwrap().heatmap_level == HeatMapLevel::High
+    //          || heatmap_volume_vec[heatmap_volume_vec.len()-2].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-2].heatmap_level == HeatMapLevel::High
+    //          || heatmap_volume_vec[heatmap_volume_vec.len()-3].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-3].heatmap_level == HeatMapLevel::High
+    //          || heatmap_volume_vec[heatmap_volume_vec.len()-4].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-4].heatmap_level == HeatMapLevel::High)
+    //         {
+    //             do_buy = true;
+    //         }
+    //     } 
         
-        if do_buy == false {
-            keys_to_remove.insert(symbol.clone());
-        }
-    }
-    remove_keys(&mut filtered_data, keys_to_remove).await;
+    //     if do_buy == false {
+    //         keys_to_remove.insert(symbol.clone());
+    //     }
+    // }
+    // remove_keys(&mut filtered_data, keys_to_remove).await;
 
-    let mut keys_to_remove: HashSet<String> = HashSet::new();
-    let server_epoch = get_server_epoch().await;
-    for (symbol, values) in &mut filtered_data {
-        let mut do_buy = false;
-        let opclo_sample_length: usize = 60; // 15 candle samsples
-        let mut target_profit_percent = 0.0;
-        if let Some(price_1m_vec) = alldata.rt_price_1m_vec.get(symbol) {
-            let vec_len = price_1m_vec.len();
-            if let Some(candles) =
-                price_1m_vec.get(vec_len - opclo_sample_length - 2..vec_len - 1)
-            {
-                let windows = candles.windows(2);
-                let mut sum_amplitude_candles = 0.0;
-                let mut sum_ratio_amp_body = 0.0;
-                let mut average_amplitude = 0.0;
+    // let mut keys_to_remove: HashSet<String> = HashSet::new();
+    // let server_epoch = get_server_epoch().await;
+    // for (symbol, values) in &mut filtered_data {
+    //     let mut do_buy = false;
+    //     let opclo_sample_length: usize = 60; // 15 candle samsples
+    //     let mut target_profit_percent = 0.0;
+    //     if let Some(price_1m_vec) = alldata.rt_price_1m_vec.get(symbol) {
+    //         let vec_len = price_1m_vec.len();
+    //         if let Some(candles) =
+    //             price_1m_vec.get(vec_len - opclo_sample_length - 2..vec_len - 1)
+    //         {
+    //             let windows = candles.windows(2);
+    //             let mut sum_amplitude_candles = 0.0;
+    //             let mut sum_ratio_amp_body = 0.0;
+    //             let mut average_amplitude = 0.0;
 
-                for window in windows {
-                    sum_amplitude_candles += ((window.last().unwrap().high_price
-                        - window.last().unwrap().low_price)
-                        * 100.0)
-                        / window.first().unwrap().close_price;
-                }
-                let average_amplitude = sum_amplitude_candles / opclo_sample_length as f64; // percent unit
-                let mut amplitude_variance = 0.0;
+    //             for window in windows {
+    //                 sum_amplitude_candles += ((window.last().unwrap().high_price
+    //                     - window.last().unwrap().low_price)
+    //                     * 100.0)
+    //                     / window.first().unwrap().close_price;
+    //             }
+    //             let average_amplitude = sum_amplitude_candles / opclo_sample_length as f64; // percent unit
+    //             let mut amplitude_variance = 0.0;
 
-                let windows = candles.windows(2);
-                for window in windows {
-                    amplitude_variance += ((((window.last().unwrap().high_price
-                        - window.last().unwrap().low_price)
-                        * 100.0)
-                        / window.first().unwrap().close_price)
-                        - average_amplitude)
-                        .powi(2);
-                }
-                amplitude_variance = amplitude_variance / (opclo_sample_length - 1) as f64;
-                let standard_deviation_amplitude = amplitude_variance.sqrt();
-                target_profit_percent =
-                    average_amplitude + (standard_deviation_amplitude * 2.0);
+    //             let windows = candles.windows(2);
+    //             for window in windows {
+    //                 amplitude_variance += ((((window.last().unwrap().high_price
+    //                     - window.last().unwrap().low_price)
+    //                     * 100.0)
+    //                     / window.first().unwrap().close_price)
+    //                     - average_amplitude)
+    //                     .powi(2);
+    //             }
+    //             amplitude_variance = amplitude_variance / (opclo_sample_length - 1) as f64;
+    //             let standard_deviation_amplitude = amplitude_variance.sqrt();
+    //             target_profit_percent =
+    //                 average_amplitude + (standard_deviation_amplitude * 2.0);
 
-                if target_profit_percent * 2.0 > 0.14 {
-                    do_buy = true;
-                }
-            }
-        }
+    //             if target_profit_percent * 2.0 > 0.14 {
+    //                 do_buy = true;
+    //             }
+    //         }
+    //     }
         
-        if do_buy == false {
-            keys_to_remove.insert(symbol.clone());
-        }
-    }
-    remove_keys(&mut filtered_data, keys_to_remove).await;
+    //     if do_buy == false {
+    //         keys_to_remove.insert(symbol.clone());
+    //     }
+    // }
+    // remove_keys(&mut filtered_data, keys_to_remove).await;
 
     // StochRSI (RSI_len: 30, StochRSI_len: 30, K: 2, D: 2) K_current < 70, K_prev < 70, K_prev_1 < 70
     // let server_epoch = get_server_epoch().await;
@@ -224,47 +261,21 @@ pub async fn list_up_for_sell(all_data: &AllData) -> Result<(), Box<dyn std::err
     for element in &filled_positions {
         filtered_symbols.insert(element.symbol.clone(), FilteredDataValue::new());
     }
+    let sma3_open = sma_open(3, &all_data.rt_price_30m_vec, &filtered_symbols).await?;
+    let sma3_close = sma(3, &all_data.rt_price_30m_vec, &filtered_symbols).await?;
     let server_epoch = get_server_epoch().await;
     
     for element in filled_positions {
-        let opclo_sample_length: usize = 60; // 15 candle samsples
-        let mut target_profit_percent = 0.0;
-        if let Some(price_1m_vec) = all_data.rt_price_1m_vec.get(&element.symbol) {
-            let vec_len = price_1m_vec.len();
-            if let Some(candles) =
-                price_1m_vec.get(vec_len - opclo_sample_length - 2..vec_len - 1)
-            {
-                let windows = candles.windows(2);
-                let mut sum_amplitude_candles = 0.0;
-                let mut sum_ratio_amp_body = 0.0;
-                let mut average_amplitude = 0.0;
-
-                for window in windows {
-                    sum_amplitude_candles += ((window.last().unwrap().high_price
-                        - window.last().unwrap().low_price)
-                        * 100.0)
-                        / window.first().unwrap().close_price;
+        let mut is_sell = false;
+        if let (Some(sma3_open_vec), Some(sma3_close_vec)) = (sma3_open.get(&element.symbol), sma3_close.get(&element.symbol)) {
+            if sma3_close_vec.len() > 10 && sma3_open_vec.len() > 10 {
+                if sma3_open_vec.last().unwrap().close_time == sma3_close_vec.last().unwrap().close_time
+                && sma3_open_vec.last().unwrap().close_time > server_epoch
+                && sma3_open_vec.last().unwrap().sma_value > sma3_close_vec.last().unwrap().sma_value {
+                    is_sell = true;
                 }
-                let average_amplitude = sum_amplitude_candles / opclo_sample_length as f64; // percent unit
-                let mut amplitude_variance = 0.0;
-
-                let windows = candles.windows(2);
-                for window in windows {
-                    amplitude_variance += ((((window.last().unwrap().high_price
-                        - window.last().unwrap().low_price)
-                        * 100.0)
-                        / window.first().unwrap().close_price)
-                        - average_amplitude)
-                        .powi(2);
-                }
-                amplitude_variance = amplitude_variance / (opclo_sample_length - 1) as f64;
-                let standard_deviation_amplitude = amplitude_variance.sqrt();
-                target_profit_percent =
-                    average_amplitude + (standard_deviation_amplitude * 2.0);
             }
         }
-        let mut is_sell = false;
-            
         // TODO: BNB 코인이 있으면
         // let base_qty_to_be_ordered =
         //     element.base_qty_ordered.round_dp_with_strategy(
@@ -273,15 +284,12 @@ pub async fn list_up_for_sell(all_data: &AllData) -> Result<(), Box<dyn std::err
         //     );
         // TODO: BNB 코인이 없으면
 
-        if !element.current_price.is_zero() && target_profit_percent.is_normal() {
-            if element.pure_profit_percent >= target_profit_percent * 2.5 {
-                is_sell = true;
-            } else if element.pure_profit_percent <= target_profit_percent * -2.0 {
-                is_sell = true;
-            } else if server_epoch - element.transact_time >= (900_000) * 1 {
-                // time up selling
-                is_sell = true;
-            }
+        if !element.current_price.is_zero() {
+            // if element.pure_profit_percent >= target_profit_percent * 2.5 {
+            //     is_sell = true;
+            // } else if element.pure_profit_percent <= target_profit_percent * -2.0 {
+            //     is_sell = true;
+            // }
         
             if is_sell == true {
                 limit_order_close(
diff --git a/src/strategy_team/future_strategy_short.rs b/src/strategy_team/future_strategy_short.rs
index ec1690b..95d8e98 100644
--- a/src/strategy_team/future_strategy_short.rs
+++ b/src/strategy_team/future_strategy_short.rs
@@ -8,7 +8,8 @@ use super::{
     Arc, BollingerBandData, Client, ClientBuilder, Decimal, DemaData, EmaData, ExchangeInfo,
     FilteredDataValue, HashMap, HashSet, HeatMapLevel, HeatmapVolumeData, MacdData, Mutex,
     RealtimePriceData, RoundingStrategy, RsiData, StochRsiData, SuperTrendArea, SuperTrendSignal,
-    SupertrendData, TemaData, ToPrimitive, TradeFee, WiliamsPercentR, future_duplicate_filter, insert_future_coins, get_current_price_decimal
+    SupertrendData, TemaData, ToPrimitive, TradeFee, WiliamsPercentR, future_duplicate_filter, insert_future_coins, get_current_price_decimal,
+    sma, sma_open
 };
 
 use crate::future::{Position, FuturesExchangeInfo};
@@ -30,25 +31,32 @@ pub async fn list_up_for_buy(
         filtered_data.insert(symbol.clone(), FilteredDataValue::new());
     }
     
-    // current Tema(15) < current Tema(30)
+    // sma3_close(current) < sma3_open (current), sma3_close(prev) > sma3_open (prev)
     let mut keys_to_remove: HashSet<String> = HashSet::new();
-    let tema_10 = tema(10, &alldata.rt_price_30m_vec, &filtered_data).await?;
-    let tema_30 = tema(30, &alldata.rt_price_30m_vec, &filtered_data).await?;
+    let sma3_open = sma_open(3, &alldata.rt_price_30m_vec, &filtered_data).await?;
+    let sma3_close = sma(3, &alldata.rt_price_30m_vec, &filtered_data).await?;
     let server_epoch = get_server_epoch().await;
     for (symbol, values) in &mut filtered_data {
         let mut do_buy = false;
-        let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
-        if let (Some(tema10_vec), Some(tema30_vec), Some(current_info)) = (tema_10.get(symbol), tema_30.get(symbol), price_and_closetime) {
-            if tema10_vec.len() > 10
-                && tema30_vec.len() > 10
-                && tema10_vec.last().unwrap().close_time == tema30_vec.last().unwrap().close_time
-                && tema10_vec.last().unwrap().close_time > server_epoch
-                && tema30_vec.last().unwrap().close_time > server_epoch
+        let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_30m_vec).await;
+        if let (Some(sma3_open_vec), Some(sma3_close_vec), Some(current_info)) = (sma3_open.get(symbol), sma3_close.get(symbol), price_and_closetime) {
+            if sma3_open_vec.len() > 10
+                && sma3_close_vec.len() > 10
+                && sma3_open_vec.last().unwrap().close_time == sma3_close_vec.last().unwrap().close_time
+                && sma3_open_vec.last().unwrap().close_time > server_epoch
+                && sma3_close_vec.last().unwrap().close_time > server_epoch
             {
-                if tema10_vec[tema10_vec.len()-1].tema_value < tema30_vec[tema30_vec.len()-1].tema_value
-                && tema10_vec[tema10_vec.len()-2].tema_value < tema30_vec[tema30_vec.len()-2].tema_value
-                && tema10_vec[tema10_vec.len()-1].tema_value < tema10_vec[tema10_vec.len()-2].tema_value
+                if sma3_open_vec[sma3_open_vec.len()-1].sma_value > sma3_close_vec[sma3_close_vec.len()-1].sma_value
+                && sma3_open_vec[sma3_open_vec.len()-2].sma_value < sma3_close_vec[sma3_close_vec.len()-2].sma_value
+                && sma3_open_vec[sma3_open_vec.len()-1].sma_value > sma3_open_vec[sma3_open_vec.len()-2].sma_value
+                && sma3_open_vec[sma3_open_vec.len()-2].sma_value > sma3_open_vec[sma3_open_vec.len()-3].sma_value
+                && sma3_open_vec[sma3_open_vec.len()-3].sma_value > sma3_open_vec[sma3_open_vec.len()-4].sma_value
+                && sma3_close_vec[sma3_close_vec.len()-1].sma_value < sma3_close_vec[sma3_close_vec.len()-2].sma_value
+                && sma3_close_vec[sma3_close_vec.len()-2].sma_value > sma3_close_vec[sma3_close_vec.len()-3].sma_value
+                && sma3_close_vec[sma3_close_vec.len()-3].sma_value > sma3_close_vec[sma3_close_vec.len()-4].sma_value
                  {
+                    values.closetime = current_info.1;
+                    values.current_price = current_info.0;
                     do_buy = true;
                 } 
             } 
@@ -59,117 +67,146 @@ pub async fn list_up_for_buy(
     }
     remove_keys(&mut filtered_data, keys_to_remove).await;
 
-    // supertrend(ATR period 10, multiplier: 3.0, 30m close price)
-    let mut keys_to_remove: HashSet<String> = HashSet::new();
-    let server_epoch = get_server_epoch().await;
-    let supertrend_1m_map =
-        supertrend(60, 1.5, true, &alldata.rt_price_1m_vec, &filtered_data).await?;
-    for (symbol, values) in &mut filtered_data {
-        let mut do_buy = false;
-        let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
-        if let (Some(supertrend_vec), Some(current_info)) = (
-            supertrend_1m_map.get(symbol),
-            price_and_closetime,
-        ) {
-            if supertrend_vec.last().unwrap().close_time > server_epoch
-            && supertrend_vec.last().unwrap().signal.as_ref().is_some_and(|a| *a == SuperTrendSignal::SELL)
-            {
-                values.current_price = current_info.0;
-                values.closetime = current_info.1;
-                do_buy = true;
-            }
-        }
+    // current Tema(15) < current Tema(30)
+    // let mut keys_to_remove: HashSet<String> = HashSet::new();
+    // let tema_10 = tema(10, &alldata.rt_price_30m_vec, &filtered_data).await?;
+    // let tema_30 = tema(30, &alldata.rt_price_30m_vec, &filtered_data).await?;
+    // let server_epoch = get_server_epoch().await;
+    // for (symbol, values) in &mut filtered_data {
+    //     let mut do_buy = false;
+    //     let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
+    //     if let (Some(tema10_vec), Some(tema30_vec), Some(current_info)) = (tema_10.get(symbol), tema_30.get(symbol), price_and_closetime) {
+    //         if tema10_vec.len() > 10
+    //             && tema30_vec.len() > 10
+    //             && tema10_vec.last().unwrap().close_time == tema30_vec.last().unwrap().close_time
+    //             && tema10_vec.last().unwrap().close_time > server_epoch
+    //             && tema30_vec.last().unwrap().close_time > server_epoch
+    //         {
+    //             if tema10_vec[tema10_vec.len()-1].tema_value < tema30_vec[tema30_vec.len()-1].tema_value
+    //             && tema10_vec[tema10_vec.len()-2].tema_value < tema30_vec[tema30_vec.len()-2].tema_value
+    //             && tema10_vec[tema10_vec.len()-1].tema_value < tema10_vec[tema10_vec.len()-2].tema_value
+    //              {
+    //                 do_buy = true;
+    //             } 
+    //         } 
+    //     }
+    //     if do_buy == false {
+    //         keys_to_remove.insert(symbol.clone());
+    //     }
+    // }
+    // remove_keys(&mut filtered_data, keys_to_remove).await;
 
-        if do_buy == false {
-            keys_to_remove.insert(symbol.clone());
-        }
-    }
-    remove_keys(&mut filtered_data, keys_to_remove).await;
+    // supertrend(ATR period 10, multiplier: 3.0, 30m close price)
+    // let mut keys_to_remove: HashSet<String> = HashSet::new();
+    // let server_epoch = get_server_epoch().await;
+    // let supertrend_1m_map =
+    //     supertrend(60, 1.5, true, &alldata.rt_price_1m_vec, &filtered_data).await?;
+    // for (symbol, values) in &mut filtered_data {
+    //     let mut do_buy = false;
+    //     let price_and_closetime = get_current_price_decimal(&symbol, &alldata.rt_price_1m_vec).await;
+    //     if let (Some(supertrend_vec), Some(current_info)) = (
+    //         supertrend_1m_map.get(symbol),
+    //         price_and_closetime,
+    //     ) {
+    //         if supertrend_vec.last().unwrap().close_time > server_epoch
+    //         && supertrend_vec.last().unwrap().signal.as_ref().is_some_and(|a| *a == SuperTrendSignal::SELL)
+    //         {
+    //             values.current_price = current_info.0;
+    //             values.closetime = current_info.1;
+    //             do_buy = true;
+    //         }
+    //     }
+
+    //     if do_buy == false {
+    //         keys_to_remove.insert(symbol.clone());
+    //     }
+    // }
+    // remove_keys(&mut filtered_data, keys_to_remove).await;
 
     // Heatmap volume: filtering close price with Extra High is over the previous candle from 30 previous candles
-    let mut keys_to_remove: HashSet<String> = HashSet::new();
-    let heatmap_volumes = heatmap_volume(
-        30,
-        30,
-        4.0,
-        1.5,
-        0.5,
-        -0.5,
-        &filtered_data,
-        &alldata.rt_price_1m_vec,
-    )
-    .await?;
-    let server_epoch = get_server_epoch().await;
-    for (symbol, values) in &mut filtered_data {
-        let mut do_buy = false;
-        if let Some(heatmap_volume_vec) = heatmap_volumes.get(symbol) {
-            if heatmap_volume_vec.len() > 100
-            && heatmap_volume_vec.last().unwrap().close_time > server_epoch
-            && (heatmap_volume_vec.last().unwrap().heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec.last().unwrap().heatmap_level == HeatMapLevel::High
-             || heatmap_volume_vec[heatmap_volume_vec.len()-2].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-2].heatmap_level == HeatMapLevel::High
-             || heatmap_volume_vec[heatmap_volume_vec.len()-3].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-3].heatmap_level == HeatMapLevel::High
-             || heatmap_volume_vec[heatmap_volume_vec.len()-4].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-4].heatmap_level == HeatMapLevel::High)
-            {
-                do_buy = true;
-            }
-        } 
+    // let mut keys_to_remove: HashSet<String> = HashSet::new();
+    // let heatmap_volumes = heatmap_volume(
+    //     30,
+    //     30,
+    //     4.0,
+    //     1.5,
+    //     0.5,
+    //     -0.5,
+    //     &filtered_data,
+    //     &alldata.rt_price_1m_vec,
+    // )
+    // .await?;
+    // let server_epoch = get_server_epoch().await;
+    // for (symbol, values) in &mut filtered_data {
+    //     let mut do_buy = false;
+    //     if let Some(heatmap_volume_vec) = heatmap_volumes.get(symbol) {
+    //         if heatmap_volume_vec.len() > 100
+    //         && heatmap_volume_vec.last().unwrap().close_time > server_epoch
+    //         && (heatmap_volume_vec.last().unwrap().heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec.last().unwrap().heatmap_level == HeatMapLevel::High
+    //          || heatmap_volume_vec[heatmap_volume_vec.len()-2].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-2].heatmap_level == HeatMapLevel::High
+    //          || heatmap_volume_vec[heatmap_volume_vec.len()-3].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-3].heatmap_level == HeatMapLevel::High
+    //          || heatmap_volume_vec[heatmap_volume_vec.len()-4].heatmap_level == HeatMapLevel::ExtraHigh || heatmap_volume_vec[heatmap_volume_vec.len()-4].heatmap_level == HeatMapLevel::High)
+    //         {
+    //             do_buy = true;
+    //         }
+    //     } 
         
-        if do_buy == false {
-            keys_to_remove.insert(symbol.clone());
-        }
-    }
-    remove_keys(&mut filtered_data, keys_to_remove).await;
+    //     if do_buy == false {
+    //         keys_to_remove.insert(symbol.clone());
+    //     }
+    // }
+    // remove_keys(&mut filtered_data, keys_to_remove).await;
 
-    let mut keys_to_remove: HashSet<String> = HashSet::new();
-    let server_epoch = get_server_epoch().await;
-    for (symbol, values) in &mut filtered_data {
-        let mut do_buy = false;
-        let opclo_sample_length: usize = 60; // 15 candle samsples
-        let mut target_profit_percent = 0.0;
-        if let Some(price_1m_vec) = alldata.rt_price_1m_vec.get(symbol) {
-            let vec_len = price_1m_vec.len();
-            if let Some(candles) =
-                price_1m_vec.get(vec_len - opclo_sample_length - 2..vec_len - 1)
-            {
-                let windows = candles.windows(2);
-                let mut sum_amplitude_candles = 0.0;
-                let mut sum_ratio_amp_body = 0.0;
-                let mut average_amplitude = 0.0;
+    // let mut keys_to_remove: HashSet<String> = HashSet::new();
+    // let server_epoch = get_server_epoch().await;
+    // for (symbol, values) in &mut filtered_data {
+    //     let mut do_buy = false;
+    //     let opclo_sample_length: usize = 60; // 15 candle samsples
+    //     let mut target_profit_percent = 0.0;
+    //     if let Some(price_1m_vec) = alldata.rt_price_1m_vec.get(symbol) {
+    //         let vec_len = price_1m_vec.len();
+    //         if let Some(candles) =
+    //             price_1m_vec.get(vec_len - opclo_sample_length - 2..vec_len - 1)
+    //         {
+    //             let windows = candles.windows(2);
+    //             let mut sum_amplitude_candles = 0.0;
+    //             let mut sum_ratio_amp_body = 0.0;
+    //             let mut average_amplitude = 0.0;
 
-                for window in windows {
-                    sum_amplitude_candles += ((window.last().unwrap().high_price
-                        - window.last().unwrap().low_price)
-                        * 100.0)
-                        / window.first().unwrap().close_price;
-                }
-                let average_amplitude = sum_amplitude_candles / opclo_sample_length as f64; // percent unit
-                let mut amplitude_variance = 0.0;
+    //             for window in windows {
+    //                 sum_amplitude_candles += ((window.last().unwrap().high_price
+    //                     - window.last().unwrap().low_price)
+    //                     * 100.0)
+    //                     / window.first().unwrap().close_price;
+    //             }
+    //             let average_amplitude = sum_amplitude_candles / opclo_sample_length as f64; // percent unit
+    //             let mut amplitude_variance = 0.0;
 
-                let windows = candles.windows(2);
-                for window in windows {
-                    amplitude_variance += ((((window.last().unwrap().high_price
-                        - window.last().unwrap().low_price)
-                        * 100.0)
-                        / window.first().unwrap().close_price)
-                        - average_amplitude)
-                        .powi(2);
-                }
-                amplitude_variance = amplitude_variance / (opclo_sample_length - 1) as f64;
-                let standard_deviation_amplitude = amplitude_variance.sqrt();
-                target_profit_percent =
-                    average_amplitude + (standard_deviation_amplitude * 2.0);
+    //             let windows = candles.windows(2);
+    //             for window in windows {
+    //                 amplitude_variance += ((((window.last().unwrap().high_price
+    //                     - window.last().unwrap().low_price)
+    //                     * 100.0)
+    //                     / window.first().unwrap().close_price)
+    //                     - average_amplitude)
+    //                     .powi(2);
+    //             }
+    //             amplitude_variance = amplitude_variance / (opclo_sample_length - 1) as f64;
+    //             let standard_deviation_amplitude = amplitude_variance.sqrt();
+    //             target_profit_percent =
+    //                 average_amplitude + (standard_deviation_amplitude * 2.0);
 
-                if target_profit_percent * 2.0 > 0.14 {
-                    do_buy = true;
-                }
-            }
-        }
+    //             if target_profit_percent * 2.0 > 0.14 {
+    //                 do_buy = true;
+    //             }
+    //         }
+    //     }
         
-        if do_buy == false {
-            keys_to_remove.insert(symbol.clone());
-        }
-    }
-    remove_keys(&mut filtered_data, keys_to_remove).await;
+    //     if do_buy == false {
+    //         keys_to_remove.insert(symbol.clone());
+    //     }
+    // }
+    // remove_keys(&mut filtered_data, keys_to_remove).await;
 
     // StochRSI (RSI_len: 30, StochRSI_len: 30, K: 2, D: 2) K_current < 70, K_prev < 70, K_prev_1 < 70
     // let server_epoch = get_server_epoch().await;
@@ -224,47 +261,21 @@ pub async fn list_up_for_sell(all_data: &AllData) -> Result<(), Box<dyn std::err
     for element in &filled_positions {
         filtered_symbols.insert(element.symbol.clone(), FilteredDataValue::new());
     }
+    let sma3_open = sma_open(3, &all_data.rt_price_30m_vec, &filtered_symbols).await?;
+    let sma3_close = sma(3, &all_data.rt_price_30m_vec, &filtered_symbols).await?;
     let server_epoch = get_server_epoch().await;
+    
     for element in filled_positions {
-        let opclo_sample_length: usize = 60; // 15 candle samsples
-        let mut target_profit_percent = 0.0;
-        if let Some(price_1m_vec) = all_data.rt_price_1m_vec.get(&element.symbol) {
-            let vec_len = price_1m_vec.len();
-            if let Some(candles) =
-                price_1m_vec.get(vec_len - opclo_sample_length - 2..vec_len - 1)
-            {
-                let windows = candles.windows(2);
-                let mut sum_amplitude_candles = 0.0;
-                let mut sum_ratio_amp_body = 0.0;
-                let mut average_amplitude = 0.0;
-
-                for window in windows {
-                    sum_amplitude_candles += ((window.last().unwrap().high_price
-                        - window.last().unwrap().low_price)
-                        * 100.0)
-                        / window.first().unwrap().close_price;
+        let mut is_sell = false;
+        if let (Some(sma3_open_vec), Some(sma3_close_vec)) = (sma3_open.get(&element.symbol), sma3_close.get(&element.symbol)) {
+            if sma3_close_vec.len() > 10 && sma3_open_vec.len() > 10 {
+                if sma3_open_vec.last().unwrap().close_time == sma3_close_vec.last().unwrap().close_time
+                && sma3_open_vec.last().unwrap().close_time > server_epoch
+                && sma3_open_vec.last().unwrap().sma_value < sma3_close_vec.last().unwrap().sma_value {
+                    is_sell = true;
                 }
-                let average_amplitude = sum_amplitude_candles / opclo_sample_length as f64; // percent unit
-                let mut amplitude_variance = 0.0;
-
-                let windows = candles.windows(2);
-                for window in windows {
-                    amplitude_variance += ((((window.last().unwrap().high_price
-                        - window.last().unwrap().low_price)
-                        * 100.0)
-                        / window.first().unwrap().close_price)
-                        - average_amplitude)
-                        .powi(2);
-                }
-                amplitude_variance = amplitude_variance / (opclo_sample_length - 1) as f64;
-                let standard_deviation_amplitude = amplitude_variance.sqrt();
-                target_profit_percent =
-                    average_amplitude + (standard_deviation_amplitude * 2.0);
             }
         }
-
-        let mut is_sell = false;
-        
         // TODO: BNB 코인이 있으면
         // let base_qty_to_be_ordered =
         //     element.base_qty_ordered.round_dp_with_strategy(
@@ -273,15 +284,12 @@ pub async fn list_up_for_sell(all_data: &AllData) -> Result<(), Box<dyn std::err
         //     );
         // TODO: BNB 코인이 없으면
 
-        if !element.current_price.is_zero() && target_profit_percent.is_normal() {
-            if element.pure_profit_percent >= target_profit_percent * 2.5 {
-                is_sell = true;
-            } else if element.pure_profit_percent <= target_profit_percent * -2.0 {
-                is_sell = true;
-            } else if server_epoch - element.transact_time >= (900_000) * 1 {
-                // time up selling
-                is_sell = true;
-            }
+        if !element.current_price.is_zero() {
+            // if element.pure_profit_percent >= target_profit_percent * 2.5 {
+            //     is_sell = true;
+            // } else if element.pure_profit_percent <= target_profit_percent * -2.0 {
+            //     is_sell = true;
+            // }
         
             if is_sell == true {
                 limit_order_close(
@@ -294,7 +302,8 @@ pub async fn list_up_for_sell(all_data: &AllData) -> Result<(), Box<dyn std::err
                 .await;
             }
         }
-    }
+            
+        }
     
 
     Ok(())
diff --git a/src/strategy_team/mod.rs b/src/strategy_team/mod.rs
index b535a0e..4dd5404 100644
--- a/src/strategy_team/mod.rs
+++ b/src/strategy_team/mod.rs
@@ -28,7 +28,7 @@ use crate::value_estimation_team::indicators::heatmap_volume::{
 };
 use crate::value_estimation_team::indicators::macd::{ema_macd, MacdData};
 use crate::value_estimation_team::indicators::rsi::{rsi, RsiData};
-use crate::value_estimation_team::indicators::sma::{sma, sma_opclo, SmaData};
+use crate::value_estimation_team::indicators::sma::{sma, sma_opclo,sma_open, SmaData};
 use crate::value_estimation_team::indicators::stoch_rsi::{stoch_rsi, StochRsiData};
 use crate::value_estimation_team::indicators::supertrend::{
     supertrend, SuperTrendArea, SuperTrendSignal, SupertrendData,
diff --git a/src/value_estimation_team/indicators/sma.rs b/src/value_estimation_team/indicators/sma.rs
index 1b5aaac..e5e2c9e 100644
--- a/src/value_estimation_team/indicators/sma.rs
+++ b/src/value_estimation_team/indicators/sma.rs
@@ -119,3 +119,51 @@ pub async fn sma_opclo(
     let a = sma_data_wrapper_arc.lock().await.to_owned();
     Ok(a)
 }
+
+// Binance MA (open)
+pub async fn sma_open(
+    moving_number: usize,
+    input_rt_data: &HashMap<String, Vec<RealtimePriceData>>,
+    filtered_symbols: &HashMap<String, FilteredDataValue>,
+) -> Result<HashMap<String, Vec<SmaData>>, Box<dyn std::error::Error + Send + Sync>> {
+    if filtered_symbols.is_empty() {
+        Err("Err")?;
+    }
+
+    let mut sma_data_wrapper: HashMap<String, Vec<SmaData>> = HashMap::new();
+    let mut sma_data_wrapper_arc = Arc::new(Mutex::new(sma_data_wrapper));
+
+    let mut task_vec = Vec::new();
+    for (symbol, filtered_data) in filtered_symbols {
+        if let Some(vec) = input_rt_data.get(symbol) {
+            let sma_data_wrapper_arc_c = Arc::clone(&sma_data_wrapper_arc);
+            let symbol_c = symbol.clone();
+            let rt_price_data = vec.clone();
+            task_vec.push(tokio::spawn(async move {
+                let mut sma_data = SmaData::new();
+                let mut sma_data_vec: Vec<SmaData> = Vec::new();
+
+                if rt_price_data.len() >= moving_number {
+                    let mut iter = rt_price_data.windows(moving_number);
+                    for buffer in iter {
+                        let mut avg = 0.0;
+                        for element in buffer {
+                            avg += element.open_price;
+                        }
+                        avg /= (moving_number as f64);
+
+                        sma_data.sma_value = avg;
+                        sma_data.close_time = buffer.last().unwrap().close_time;
+                        sma_data_vec.push(sma_data.clone());
+                    }
+                }
+                let mut sma_data_wrapper_lock = sma_data_wrapper_arc_c.lock().await;
+                sma_data_wrapper_lock.insert(symbol_c, sma_data_vec.clone());
+            }));
+        }
+    }
+    try_join_all(task_vec).await?;
+    let a = sma_data_wrapper_arc.lock().await.to_owned();
+    Ok(a)
+}
+