diff --git a/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.js b/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.js
index ee29d2a..42917f8 100644
--- a/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.js
+++ b/erpnext/accounts/doctype/purchase_invoice/purchase_invoice.js
@@ -30,6 +30,9 @@
 	onload() {
 		super.onload();
 
+		// Ignore linked advances
+		this.frm.ignore_doctypes_on_cancel_all = ['Journal Entry', 'Payment Entry'];
+
 		if(!this.frm.doc.__islocal) {
 			// show credit_to in print format
 			if(!this.frm.doc.supplier && this.frm.doc.credit_to) {
diff --git a/erpnext/accounts/doctype/sales_invoice/sales_invoice.js b/erpnext/accounts/doctype/sales_invoice/sales_invoice.js
index 6818955..0f7c13f 100644
--- a/erpnext/accounts/doctype/sales_invoice/sales_invoice.js
+++ b/erpnext/accounts/doctype/sales_invoice/sales_invoice.js
@@ -33,7 +33,9 @@
 		var me = this;
 		super.onload();
 
-		this.frm.ignore_doctypes_on_cancel_all = ['POS Invoice', 'Timesheet', 'POS Invoice Merge Log', 'POS Closing Entry'];
+		this.frm.ignore_doctypes_on_cancel_all = ['POS Invoice', 'Timesheet', 'POS Invoice Merge Log',
+			'POS Closing Entry', 'Journal Entry', 'Payment Entry'];
+
 		if(!this.frm.doc.__islocal && !this.frm.doc.customer && this.frm.doc.debit_to) {
 			// show debit_to in print format
 			this.frm.set_df_property("debit_to", "print_hide", 0);
diff --git a/erpnext/accounts/doctype/sales_invoice/test_sales_invoice.py b/erpnext/accounts/doctype/sales_invoice/test_sales_invoice.py
index 6c38a7e..3039fb3 100644
--- a/erpnext/accounts/doctype/sales_invoice/test_sales_invoice.py
+++ b/erpnext/accounts/doctype/sales_invoice/test_sales_invoice.py
@@ -3116,6 +3116,62 @@
 		si.reload()
 		self.assertTrue(si.items[0].serial_no)
 
+	def test_gain_loss_with_advance_entry(self):
+		from erpnext.accounts.doctype.journal_entry.test_journal_entry import make_journal_entry
+
+		unlink_enabled = frappe.db.get_value(
+			"Accounts Settings", "Accounts Settings", "unlink_payment_on_cancel_of_invoice"
+		)
+
+		frappe.db.set_value(
+			"Accounts Settings", "Accounts Settings", "unlink_payment_on_cancel_of_invoice", 1
+		)
+
+		jv = make_journal_entry("_Test Receivable USD - _TC", "_Test Bank - _TC", -7000, save=False)
+
+		jv.accounts[0].exchange_rate = 70
+		jv.accounts[0].credit_in_account_currency = 100
+		jv.accounts[0].party_type = "Customer"
+		jv.accounts[0].party = "Overseas Customer"
+
+		jv.save()
+		jv.submit()
+
+		si = create_sales_invoice(
+			customer="Overseas Customer",
+			debit_to="_Test Receivable USD - _TC",
+			currency="USD",
+			conversion_rate=75,
+			do_not_save=1,
+			rate=100,
+		)
+
+		si.append(
+			"advances",
+			{
+				"reference_type": "Journal Entry",
+				"reference_name": jv.name,
+				"reference_row": jv.accounts[0].name,
+				"advance_amount": 100,
+				"allocated_amount": 100,
+				"ref_exchange_rate": 70,
+			},
+		)
+		si.save()
+		si.submit()
+
+		expected_gle = [
+			["_Test Receivable USD - _TC", 7500.0, 500],
+			["Exchange Gain/Loss - _TC", 500.0, 0.0],
+			["Sales - _TC", 0.0, 7500.0],
+		]
+
+		check_gl_entries(self, si.name, expected_gle, nowdate())
+
+		frappe.db.set_value(
+			"Accounts Settings", "Accounts Settings", "unlink_payment_on_cancel_of_invoice", unlink_enabled
+		)
+
 
 def get_sales_invoice_for_e_invoice():
 	si = make_sales_invoice_for_ewaybill()
diff --git a/erpnext/controllers/accounts_controller.py b/erpnext/controllers/accounts_controller.py
index 8a9318e..440c082 100644
--- a/erpnext/controllers/accounts_controller.py
+++ b/erpnext/controllers/accounts_controller.py
@@ -1980,7 +1980,7 @@
 		select
 			"Journal Entry" as reference_type, t1.name as reference_name,
 			t1.remark as remarks, t2.{0} as amount, t2.name as reference_row,
-			t2.reference_name as against_order
+			t2.reference_name as against_order, t2.exchange_rate
 		from
 			`tabJournal Entry` t1, `tabJournal Entry Account` t2
 		where