diff --git a/freqtrade/exchange/binance.py b/freqtrade/exchange/binance.py
index 5834f26cd..c3021c50b 100644
--- a/freqtrade/exchange/binance.py
+++ b/freqtrade/exchange/binance.py
@@ -4,7 +4,8 @@ from typing import Dict
 
 import ccxt
 
-from freqtrade import DependencyException, OperationalException, TemporaryError
+from freqtrade import (DependencyException, InvalidOrderException,
+                       OperationalException, TemporaryError)
 from freqtrade.exchange import Exchange
 
 logger = logging.getLogger(__name__)
@@ -69,7 +70,9 @@ class Binance(Exchange):
                 f'Tried to sell amount {amount} at rate {rate}.'
                 f'Message: {e}') from e
         except ccxt.InvalidOrder as e:
-            raise DependencyException(
+            # Errors:
+            # `binance Order would trigger immediately.`
+            raise InvalidOrderException(
                 f'Could not create {ordertype} sell order on market {pair}. '
                 f'Tried to sell amount {amount} at rate {rate}.'
                 f'Message: {e}') from e
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 881e489be..ebc1fd4e8 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -632,6 +632,12 @@ class FreqtradeBot(object):
                                                           rate=rate * LIMIT_PRICE_PCT)
             trade.stoploss_order_id = str(stoploss_order['id'])
             return True
+        except InvalidOrderException:
+            trade.stoploss_order_id = None
+            logger.exception('Unable to place a stoploss order on exchange.')
+            logger.warning('Selling the trade forcefully')
+            self.execute_sell(trade, trade.stop_loss, sell_reason=SellType.EMERGENCY_SELL)
+
         except DependencyException:
             trade.stoploss_order_id = None
             logger.exception('Unable to place a stoploss order on exchange.')
diff --git a/freqtrade/tests/exchange/test_binance.py b/freqtrade/tests/exchange/test_binance.py
index 4afb7fcc4..6518c8523 100644
--- a/freqtrade/tests/exchange/test_binance.py
+++ b/freqtrade/tests/exchange/test_binance.py
@@ -4,7 +4,8 @@ from unittest.mock import MagicMock
 import ccxt
 import pytest
 
-from freqtrade import DependencyException, OperationalException, TemporaryError
+from freqtrade import (DependencyException, InvalidOrderException,
+                       OperationalException, TemporaryError)
 from freqtrade.tests.conftest import get_patched_exchange
 
 
@@ -49,8 +50,9 @@ def test_stoploss_limit_order(default_conf, mocker):
         exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
         exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, rate=200)
 
-    with pytest.raises(DependencyException):
-        api_mock.create_order = MagicMock(side_effect=ccxt.InvalidOrder("Order not found"))
+    with pytest.raises(InvalidOrderException):
+        api_mock.create_order = MagicMock(
+            side_effect=ccxt.InvalidOrder("binance Order would trigger immediately."))
         exchange = get_patched_exchange(mocker, default_conf, api_mock, 'binance')
         exchange.stoploss_limit(pair='ETH/BTC', amount=1, stop_price=220, rate=200)