diff --git a/InvenTree/order/api.py b/InvenTree/order/api.py
index b8f54ba72b..26e6ed3546 100644
--- a/InvenTree/order/api.py
+++ b/InvenTree/order/api.py
@@ -7,6 +7,7 @@ from __future__ import unicode_literals
 
 from django.utils.translation import ugettext_lazy as _
 from django.conf.urls import url, include
+from django.db.models import Q, F
 
 from django_filters import rest_framework as rest_filters
 from rest_framework import generics
@@ -251,6 +252,39 @@ class POReceive(generics.CreateAPIView):
         return order
 
 
+class POLineItemFilter(rest_filters.FilterSet):
+    """
+    Custom filters for the POLineItemList endpoint
+    """
+
+    class Meta:
+        model = PurchaseOrderLineItem
+        fields = [
+            'order',
+            'part'
+        ]
+
+    completed = rest_filters.BooleanFilter(label='completed', method='filter_completed')
+
+    def filter_completed(self, queryset, name, value):
+        """
+        Filter by lines which are "completed" (or "not" completed)
+
+        A line is completed when received >= quantity
+        """
+
+        value = str2bool(value)
+
+        q = Q(received__gte=F('quantity'))
+
+        if value:
+            queryset = queryset.filter(q)
+        else:
+            queryset = queryset.exclude(q)
+
+        return queryset
+
+
 class POLineItemList(generics.ListCreateAPIView):
     """ API endpoint for accessing a list of POLineItem objects
 
@@ -260,6 +294,7 @@ class POLineItemList(generics.ListCreateAPIView):
 
     queryset = PurchaseOrderLineItem.objects.all()
     serializer_class = POLineItemSerializer
+    filterset_class = POLineItemFilter
 
     def get_queryset(self, *args, **kwargs):
 
diff --git a/InvenTree/templates/js/translated/order.js b/InvenTree/templates/js/translated/order.js
index 0bb6696f98..43d4b56936 100644
--- a/InvenTree/templates/js/translated/order.js
+++ b/InvenTree/templates/js/translated/order.js
@@ -566,12 +566,10 @@ function loadPurchaseOrderTable(table, options) {
         filters[key] = options.params[key];
     }
 
-    options.url = options.url || '{% url "api-po-list" %}';
-
     setupFilterList('purchaseorder', $(table));
 
     $(table).inventreeTable({
-        url: options.url,
+        url: '{% url "api-po-list" %}',
         queryParams: filters,
         name: 'purchaseorder',
         groupBy: false,
@@ -667,12 +665,15 @@ function loadPurchaseOrderLineItemTable(table, options={}) {
 
     options.params = options.params || {};
 
+    options.params['order'] = options.order;
+    options.params['part_detail'] = true;
+
     var filters = loadTableFilters('purchaseorderlineitem');
 
     for (var key in options.params) {
         filters[key] = options.params[key];
     }
-
+    
     var target = options.filter_target || '#filter-list-purchase-order-lines';
 
     setupFilterList('purchaseorderlineitem', $(table), target);
@@ -751,10 +752,8 @@ function loadPurchaseOrderLineItemTable(table, options={}) {
         formatNoMatches: function() {
             return '{% trans "No line items found" %}';
         },
-        queryParams: {
-            order: options.order,
-            part_detail: true
-        },
+        queryParams: filters,
+        original: options.params,
         url: '{% url "api-po-line-list" %}',
         showFooter: true,
         uniqueId: 'pk',
diff --git a/InvenTree/templates/js/translated/table_filters.js b/InvenTree/templates/js/translated/table_filters.js
index b94bc324c7..4d12f69780 100644
--- a/InvenTree/templates/js/translated/table_filters.js
+++ b/InvenTree/templates/js/translated/table_filters.js
@@ -274,7 +274,16 @@ function getAvailableTableFilters(tableKey) {
         };
     }
 
-    // Filters for the "Order" table
+    // Filters for PurchaseOrderLineItem table
+    if (tableKey == 'purchaseorderlineitem') {
+        return {
+            completed: {
+                type: 'bool',
+                title: '{% trans "Completed" %}',
+            },
+        };
+    }
+    // Filters for the PurchaseOrder table
     if (tableKey == 'purchaseorder') {
 
         return {